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Jimmy Lin
Person information
- affiliation: University of Waterloo, David R. Cheriton School of Computer Science
- affiliation: Twitter Inc., San Francisco, USA
- affiliation: University of Maryland, College Park, Institute for Advanced Computer Studies (UMIACS)
- affiliation: Massachusetts Institute of Technology (MIT), Artificial Intelligence Laboratory
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2020 – today
- 2024
- [j66]Xinyu Zhang
, Kelechi Ogueji
, Xueguang Ma
, Jimmy Lin
:
Toward Best Practices for Training Multilingual Dense Retrieval Models. ACM Trans. Inf. Syst. 42(2): 39:1-39:33 (2024) - [c361]Jimmy Lin, Junkai Li, Jiasi Gao, Weizhi Ma, Yang Liu:
Jointly Modeling Spatio-Temporal Features of Tactile Signals for Action Classification. AAAI 2024: 13817-13825 - [c360]Mohammad Dehghan, Mohammad Ali Alomrani, Sunyam Bagga, David Alfonso-Hermelo, Khalil Bibi, Abbas Ghaddar, Yingxue Zhang, Xiaoguang Li, Jianye Hao, Qun Liu, Jimmy Lin, Boxing Chen, Prasanna Parthasarathi, Mahdi Biparva, Mehdi Rezagholizadeh:
EWEK-QA : Enhanced Web and Efficient Knowledge Graph Retrieval for Citation-based Question Answering Systems. ACL (1) 2024: 14169-14187 - [c359]Ronak Pradeep, Jimmy Lin:
Towards Automated End-to-End Health Misinformation Free Search with a Large Language Model. ECIR (4) 2024: 78-86 - [c358]Raphael Tang, Xinyu Crystina Zhang, Xueguang Ma, Jimmy Lin, Ferhan Ture:
Found in the Middle: Permutation Self-Consistency Improves Listwise Ranking in Large Language Models. NAACL-HLT 2024: 2327-2340 - [c357]Nandan Thakur, Jianmo Ni, Gustavo Hernández Ábrego, John Wieting, Jimmy Lin, Daniel Cer:
Leveraging LLMs for Synthesizing Training Data Across Many Languages in Multilingual Dense Retrieval. NAACL-HLT 2024: 7699-7724 - [c356]Mofetoluwa Adeyemi
, Akintunde Oladipo
, Xinyu Zhang
, David Alfonso-Hermelo
, Mehdi Rezagholizadeh
, Boxing Chen
, Abdul-Hakeem Omotayo
, Idris Abdulmumin
, Naome A. Etori
, Toyib Babatunde Musa
, Samuel Fanijo
, Oluwabusayo Olufunke Awoyomi
, Saheed Abdullahi Salahudeen
, Labaran Adamu Mohammed
, Daud Olamide Abolade
, Falalu Ibrahim Lawan
, Maryam Sabo Abubakar
, Ruqayya Nasir Iro
, Amina Abubakar Imam
, Shafie Abdi Mohamed
, Hanad Mohamud Mohamed
, Tunde Oluwaseyi Ajayi
, Jimmy Lin
:
CIRAL: A Test Collection for CLIR Evaluations in African Languages. SIGIR 2024: 293-302 - [c355]Nandan Thakur
, Luiz Bonifacio
, Maik Fröbe
, Alexander Bondarenko
, Ehsan Kamalloo
, Martin Potthast
, Matthias Hagen
, Jimmy Lin
:
Systematic Evaluation of Neural Retrieval Models on the Touché 2020 Argument Retrieval Subset of BEIR. SIGIR 2024: 1420-1430 - [c354]Ehsan Kamalloo
, Nandan Thakur
, Carlos Lassance
, Xueguang Ma
, Jheng-Hong Yang
, Jimmy Lin
:
Resources for Brewing BEIR: Reproducible Reference Models and Statistical Analyses. SIGIR 2024: 1431-1440 - [c353]Minghan Li
, Honglei Zhuang
, Kai Hui
, Zhen Qin
, Jimmy Lin
, Rolf Jagerman
, Xuanhui Wang
, Michael Bendersky
:
Can Query Expansion Improve Generalization of Strong Cross-Encoder Rankers? SIGIR 2024: 2321-2326 - [c352]Xueguang Ma
, Liang Wang
, Nan Yang
, Furu Wei
, Jimmy Lin
:
Fine-Tuning LLaMA for Multi-Stage Text Retrieval. SIGIR 2024: 2421-2425 - [c351]Akintunde Oladipo
, Mofetoluwa Adeyemi
, Jimmy Lin
:
On Backbones and Training Regimes for Dense Retrieval in African Languages. SIGIR 2024: 2564-2568 - [c350]Ehsan Kamalloo
, Shivani Upadhyay
, Jimmy Lin
:
Towards Robust QA Evaluation via Open LLMs. SIGIR 2024: 2811-2816 - [c349]Shi Zong
, Santosh Kolagati
, Amit Chaudhary
, Josh Seltzer
, Jimmy Lin
:
Reflections on the Coding Ability of LLMs for Analyzing Market Research Surveys. SIGIR 2024: 2900-2904 - [c348]Jasper Xian
, Tommaso Teofili
, Ronak Pradeep
, Jimmy Lin
:
Vector Search with OpenAI Embeddings: Lucene Is All You Need. WSDM 2024: 1090-1093 - [i177]Jimmy Lin, Junkai Li, Jiasi Gao, Weizhi Ma, Yang Liu:
Jointly Modeling Spatio-Temporal Features of Tactile Signals for Action Classification. CoRR abs/2404.15279 (2024) - [i176]Shengyao Zhuang, Xueguang Ma, Bevan Koopman, Jimmy Lin, Guido Zuccon:
PromptReps: Prompting Large Language Models to Generate Dense and Sparse Representations for Zero-Shot Document Retrieval. CoRR abs/2404.18424 (2024) - [i175]Sheng-Chieh Lin, Luyu Gao, Barlas Oguz, Wenhan Xiong, Jimmy Lin, Wen-tau Yih, Xilun Chen:
FLAME: Factuality-Aware Alignment for Large Language Models. CoRR abs/2405.01525 (2024) - [i174]Shivani Upadhyay, Ehsan Kamalloo, Jimmy Lin:
LLMs Can Patch Up Missing Relevance Judgments in Evaluation. CoRR abs/2405.04727 (2024) - [i173]Sahel Sharifymoghaddam, Shivani Upadhyay, Wenhu Chen, Jimmy Lin:
UniRAG: Universal Retrieval Augmentation for Multi-Modal Large Language Models. CoRR abs/2405.10311 (2024) - [i172]Minghan Li, Xilun Chen, Ari Holtzman, Beidi Chen, Jimmy Lin, Wen-tau Yih, Xi Victoria Lin:
Nearest Neighbor Speculative Decoding for LLM Generation and Attribution. CoRR abs/2405.19325 (2024) - [i171]Shivani Upadhyay, Ronak Pradeep, Nandan Thakur, Nick Craswell, Jimmy Lin:
UMBRELA: UMbrela is the (Open-Source Reproduction of the) Bing RELevance Assessor. CoRR abs/2406.06519 (2024) - [i170]Raphael Tang, Xinyu Zhang, Lixinyu Xu, Yao Lu, Wenyan Li, Pontus Stenetorp, Jimmy Lin, Ferhan Ture:
Words Worth a Thousand Pictures: Measuring and Understanding Perceptual Variability in Text-to-Image Generation. CoRR abs/2406.08482 (2024) - [i169]Manveer Singh Tamber, Jasper Xian, Jimmy Lin:
Can't Hide Behind the API: Stealing Black-Box Commercial Embedding Models. CoRR abs/2406.09355 (2024) - [i168]Mohammad Dehghan, Mohammad Ali Alomrani, Sunyam Bagga, David Alfonso-Hermelo, Khalil Bibi, Abbas Ghaddar, Yingxue Zhang, Xiaoguang Li, Jianye Hao, Qun Liu, Jimmy Lin, Boxing Chen, Prasanna Parthasarathi, Mahdi Biparva, Mehdi Rezagholizadeh:
EWEK-QA: Enhanced Web and Efficient Knowledge Graph Retrieval for Citation-based Question Answering Systems. CoRR abs/2406.10393 (2024) - [i167]Xueguang Ma, Sheng-Chieh Lin, Minghan Li, Wenhu Chen, Jimmy Lin:
Unifying Multimodal Retrieval via Document Screenshot Embedding. CoRR abs/2406.11251 (2024) - [i166]Ronak Pradeep, Nandan Thakur, Sahel Sharifymoghaddam, Eric Zhang, Ryan Nguyen, Daniel Campos, Nick Craswell, Jimmy Lin:
Ragnarök: A Reusable RAG Framework and Baselines for TREC 2024 Retrieval-Augmented Generation Track. CoRR abs/2406.16828 (2024) - [i165]Shi Zong, Jimmy Lin:
Categorical Syllogisms Revisited: A Review of the Logical Reasoning Abilities of LLMs for Analyzing Categorical Syllogism. CoRR abs/2406.18762 (2024) - [i164]Nandan Thakur, Luiz Bonifacio, Maik Fröbe, Alexander Bondarenko, Ehsan Kamalloo, Martin Potthast, Matthias Hagen, Jimmy Lin:
Systematic Evaluation of Neural Retrieval Models on the Touché 2020 Argument Retrieval Subset of BEIR. CoRR abs/2407.07790 (2024) - 2023
- [j65]Sheng-Chieh Lin, Minghan Li
, Jimmy Lin:
Aggretriever: A Simple Approach to Aggregate Textual Representations for Robust Dense Passage Retrieval. Trans. Assoc. Comput. Linguistics 11: 436-452 (2023) - [j64]Xinyu Zhang, Nandan Thakur, Odunayo Ogundepo, Ehsan Kamalloo, David Alfonso-Hermelo, Xiaoguang Li, Qun Liu, Mehdi Rezagholizadeh, Jimmy Lin:
MIRACL: A Multilingual Retrieval Dataset Covering 18 Diverse Languages. Trans. Assoc. Comput. Linguistics 11: 1114-1131 (2023) - [j63]Joel Mackenzie
, Andrew Trotman
, Jimmy Lin
:
Efficient Document-at-a-time and Score-at-a-time Query Evaluation for Learned Sparse Representations. ACM Trans. Inf. Syst. 41(4): 96:1-96:28 (2023) - [j62]Sheng-Chieh Lin
, Jimmy Lin
:
A Dense Representation Framework for Lexical and Semantic Matching. ACM Trans. Inf. Syst. 41(4): 110:1-110:29 (2023) - [c347]Ehsan Kamalloo, Xinyu Zhang, Odunayo Ogundepo, Nandan Thakur, David Alfonso-Hermelo, Mehdi Rezagholizadeh, Jimmy Lin:
Evaluating Embedding APIs for Information Retrieval. ACL (industry) 2023: 518-526 - [c346]Aleksandra Piktus, Odunayo Ogundepo, Christopher Akiki, Akintunde Oladipo, Xinyu Zhang, Hailey Schoelkopf, Stella Biderman, Martin Potthast, Jimmy Lin:
GAIA Search: Hugging Face and Pyserini Interoperability for NLP Training Data Exploration. ACL (demo) 2023: 588-598 - [c345]Luyu Gao, Xueguang Ma, Jimmy Lin, Jamie Callan:
Precise Zero-Shot Dense Retrieval without Relevance Labels. ACL (1) 2023: 1762-1777 - [c344]Ji Xin, Raphael Tang, Zhiying Jiang, Yaoliang Yu, Jimmy Lin:
Operator Selection and Ordering in a Pipeline Approach to Efficiency Optimizations for Transformers. ACL (Findings) 2023: 2870-2882 - [c343]Raphael Tang, Linqing Liu, Akshat Pandey, Zhiying Jiang, Gefei Yang, Karun Kumar, Pontus Stenetorp, Jimmy Lin, Ferhan Ture:
What the DAAM: Interpreting Stable Diffusion Using Cross Attention. ACL (1) 2023: 5644-5659 - [c342]Zhiying Jiang, Matthew Y. R. Yang, Mikhail Tsirlin, Raphael Tang, Yiqin Dai, Jimmy Lin:
"Low-Resource" Text Classification: A Parameter-Free Classification Method with Compressors. ACL (Findings) 2023: 6810-6828 - [c341]Minghan Li
, Sheng-Chieh Lin, Barlas Oguz, Asish Ghoshal, Jimmy Lin, Yashar Mehdad, Wen-tau Yih, Xilun Chen:
CITADEL: Conditional Token Interaction via Dynamic Lexical Routing for Efficient and Effective Multi-Vector Retrieval. ACL (1) 2023: 11891-11907 - [c340]Xueguang Ma
, Tommaso Teofili
, Jimmy Lin
:
Anserini Gets Dense Retrieval: Integration of Lucene's HNSW Indexes. CIKM 2023: 5366-5370 - [c339]Wei Zhong
, Yuqing Xie
, Jimmy Lin
:
Answer Retrieval for Math Questions Using Structural and Dense Retrieval. CLEF 2023: 209-223 - [c338]Ronak Pradeep, Haonan Chen, Lingwei Gu, Manveer Singh Tamber, Jimmy Lin:
PyGaggle: A Gaggle of Resources for Open-Domain Question Answering. ECIR (3) 2023: 148-162 - [c337]Manveer Singh Tamber, Ronak Pradeep, Jimmy Lin:
Pre-processing Matters! Improved Wikipedia Corpora for Open-Domain Question Answering. ECIR (3) 2023: 163-176 - [c336]Christopher Akiki, Odunayo Ogundepo, Aleksandra Piktus, Xinyu Zhang, Akintunde Oladipo, Jimmy Lin, Martin Potthast:
Spacerini: Plug-and-play Search Engines with Pyserini and Hugging Face. EMNLP (Demos) 2023: 140-148 - [c335]Akintunde Oladipo, Mofetoluwa Adeyemi, Orevaoghene Ahia, Abraham Toluwase Owodunni, Odunayo Ogundepo, David Ifeoluwa Adelani, Jimmy Lin:
Better Quality Pre-training Data and T5 Models for African Languages. EMNLP 2023: 158-168 - [c334]Ronak Pradeep, Kai Hui, Jai Gupta, Ádám D. Lelkes, Honglei Zhuang, Jimmy Lin, Donald Metzler, Vinh Q. Tran:
How Does Generative Retrieval Scale to Millions of Passages? EMNLP 2023: 1305-1321 - [c333]Sheng-Chieh Lin, Akari Asai, Minghan Li
, Barlas Oguz, Jimmy Lin, Yashar Mehdad, Wen-tau Yih, Xilun Chen:
How to Train Your Dragon: Diverse Augmentation Towards Generalizable Dense Retrieval. EMNLP (Findings) 2023: 6385-6400 - [c332]Sheng-Chieh Lin, Amin Ahmad, Jimmy Lin:
mAggretriever: A Simple yet Effective Approach to Zero-Shot Multilingual Dense Retrieval. EMNLP 2023: 11688-11696 - [c331]Mofetoluwa Adeyemi
, Akintunde Oladipo
, Xinyu Zhang
, David Alfonso-Hermelo
, Mehdi Rezagholizadeh
, Boxing Chen
, Jimmy Lin
:
CIRAL at FIRE 2023: Cross-Lingual Information Retrieval for African Languages. FIRE 2023: 4-6 - [c330]Mofetoluwa Adeyemi, Akintunde Oladipo, Xinyu Crystina Zhang, David Alfonso-Hermelo, Mehdi Rezagholizadeh, Boxing Chen, Jimmy Lin:
Overview of the CIRAL Track at FIRE 2023: Cross-lingual Information Retrieval for African Languages. FIRE (Working Notes) 2023: 118-136 - [c329]Wei Zhong
, Sheng-Chieh Lin
, Jheng-Hong Yang
, Jimmy Lin
:
One Blade for One Purpose: Advancing Math Information Retrieval using Hybrid Search. SIGIR 2023: 141-151 - [c328]Minghan Li
, Sheng-Chieh Lin
, Xueguang Ma
, Jimmy Lin
:
SLIM: Sparsified Late Interaction for Multi-Vector Retrieval with Inverted Indexes. SIGIR 2023: 1954-1959 - [c327]Chris Kamphuis
, Aileen Lin
, Siwen Yang
, Jimmy Lin
, Arjen P. de Vries
, Faegheh Hasibi
:
MMEAD: MS MARCO Entity Annotations and Disambiguations. SIGIR 2023: 2817-2825 - [c326]Nandan Thakur
, Kexin Wang
, Iryna Gurevych
, Jimmy Lin
:
SPRINT: A Unified Toolkit for Evaluating and Demystifying Zero-shot Neural Sparse Retrieval. SIGIR 2023: 2964-2974 - [c325]Jheng-Hong Yang
, Carlos Lassance
, Rafael Sampaio de Rezende
, Krishna Srinivasan
, Miriam Redi
, Stéphane Clinchant
, Jimmy Lin
:
AToMiC: An Image/Text Retrieval Test Collection to Support Multimedia Content Creation. SIGIR 2023: 2975-2984 - [c324]Luyu Gao
, Xueguang Ma
, Jimmy Lin
, Jamie Callan
:
Tevatron: An Efficient and Flexible Toolkit for Neural Retrieval. SIGIR 2023: 3120-3124 - [c323]Xueguang Ma
, Hengxin Fun
, Xusen Yin
, Antonio Mallia
, Jimmy Lin
:
Enhancing Sparse Retrieval via Unsupervised Learning. SIGIR-AP 2023: 150-157 - [i163]Shi Zong, Josh Seltzer, Jiahua Pan, Kathy Cheng, Jimmy Lin:
Which Model Shall I Choose? Cost/Quality Trade-offs for Text Classification Tasks. CoRR abs/2301.07006 (2023) - [i162]Minghan Li, Sheng-Chieh Lin, Xueguang Ma, Jimmy Lin:
SLIM: Sparsified Late Interaction for Multi-Vector Retrieval with Inverted Indexes. CoRR abs/2302.06587 (2023) - [i161]Xinyu Zhang, Minghan Li, Jimmy Lin:
Improving Out-of-Distribution Generalization of Neural Rerankers with Contextualized Late Interaction. CoRR abs/2302.06589 (2023) - [i160]Sheng-Chieh Lin, Akari Asai, Minghan Li, Barlas Oguz, Jimmy Lin, Yashar Mehdad, Wen-tau Yih, Xilun Chen:
How to Train Your DRAGON: Diverse Augmentation Towards Generalizable Dense Retrieval. CoRR abs/2302.07452 (2023) - [i159]Christopher Akiki, Odunayo Ogundepo, Aleksandra Piktus, Xinyu Zhang, Akintunde Oladipo, Jimmy Lin, Martin Potthast:
Spacerini: Plug-and-play Search Engines with Pyserini and Hugging Face. CoRR abs/2302.14534 (2023) - [i158]Jimmy Lin, David Alfonso-Hermelo, Vitor Jeronymo, Ehsan Kamalloo, Carlos Lassance, Rodrigo Frassetto Nogueira, Odunayo Ogundepo, Mehdi Rezagholizadeh, Nandan Thakur, Jheng-Hong Yang, Xinyu Zhang:
Simple Yet Effective Neural Ranking and Reranking Baselines for Cross-Lingual Information Retrieval. CoRR abs/2304.01019 (2023) - [i157]Jheng-Hong Yang, Carlos Lassance, Rafael Sampaio de Rezende, Krishna Srinivasan, Miriam Redi, Stéphane Clinchant, Jimmy Lin:
AToMiC: An Image/Text Retrieval Test Collection to Support Multimedia Content Creation. CoRR abs/2304.01961 (2023) - [i156]Xueguang Ma, Tommaso Teofili, Jimmy Lin:
Anserini Gets Dense Retrieval: Integration of Lucene's HNSW Indexes. CoRR abs/2304.12139 (2023) - [i155]Xueguang Ma, Xinyu Zhang, Ronak Pradeep, Jimmy Lin:
Zero-Shot Listwise Document Reranking with a Large Language Model. CoRR abs/2305.02156 (2023) - [i154]Ehsan Kamalloo, Xinyu Zhang, Odunayo Ogundepo, Nandan Thakur, David Alfonso-Hermelo, Mehdi Rezagholizadeh, Jimmy Lin:
Evaluating Embedding APIs for Information Retrieval. CoRR abs/2305.06300 (2023) - [i153]Josh Seltzer, Jiahua Pan, Kathy Cheng, Yuxiao Sun, Santosh Kolagati, Jimmy Lin, Shi Zong:
SmartProbe: A Virtual Moderator for Market Research Surveys. CoRR abs/2305.08271 (2023) - [i152]Ronak Pradeep, Kai Hui, Jai Gupta, Ádám Dániel Lelkes, Honglei Zhuang, Jimmy Lin, Donald Metzler, Vinh Q. Tran:
How Does Generative Retrieval Scale to Millions of Passages? CoRR abs/2305.11841 (2023) - [i151]Vanessa Liao, Syed Shariyar Murtaza, Yifan Nie, Jimmy Lin:
Regex-augmented Domain Transfer Topic Classification based on a Pre-trained Language Model: An application in Financial Domain. CoRR abs/2305.18324 (2023) - [i150]Aleksandra Piktus, Odunayo Ogundepo, Christopher Akiki, Akintunde Oladipo, Xinyu Zhang, Hailey Schoelkopf, Stella Biderman, Martin Potthast, Jimmy Lin:
GAIA Search: Hugging Face and Pyserini Interoperability for NLP Training Data Exploration. CoRR abs/2306.01481 (2023) - [i149]Ehsan Kamalloo, Nandan Thakur, Carlos Lassance, Xueguang Ma, Jheng-Hong Yang, Jimmy Lin:
Resources for Brewing BEIR: Reproducible Reference Models and an Official Leaderboard. CoRR abs/2306.07471 (2023) - [i148]Nandan Thakur, Kexin Wang, Iryna Gurevych, Jimmy Lin:
SPRINT: A Unified Toolkit for Evaluating and Demystifying Zero-shot Neural Sparse Retrieval. CoRR abs/2307.10488 (2023) - [i147]Ehsan Kamalloo, Aref Jafari, Xinyu Zhang, Nandan Thakur, Jimmy Lin:
HAGRID: A Human-LLM Collaborative Dataset for Generative Information-Seeking with Attribution. CoRR abs/2307.16883 (2023) - [i146]Cynthia Huang, Yuqing Xie, Zhiying Jiang, Jimmy Lin, Ming Li:
Approximating Human-Like Few-shot Learning with GPT-based Compression. CoRR abs/2308.06942 (2023) - [i145]Jimmy Lin, Ronak Pradeep, Tommaso Teofili, Jasper Xian:
Vector Search with OpenAI Embeddings: Lucene Is All You Need. CoRR abs/2308.14963 (2023) - [i144]Zijun Wu, Anup Anand Deshmukh, Yongkang Wu, Jimmy Lin, Lili Mou:
Unsupervised Chunking with Hierarchical RNN. CoRR abs/2309.04919 (2023) - [i143]Chris Kamphuis, Aileen Lin, Siwen Yang, Jimmy Lin, Arjen P. de Vries, Faegheh Hasibi:
MMEAD: MS MARCO Entity Annotations and Disambiguations. CoRR abs/2309.07574 (2023) - [i142]Ronak Pradeep, Sahel Sharifymoghaddam, Jimmy Lin:
RankVicuna: Zero-Shot Listwise Document Reranking with Open-Source Large Language Models. CoRR abs/2309.15088 (2023) - [i141]Raphael Tang, Xinyu Zhang, Xueguang Ma, Jimmy Lin, Ferhan Ture:
Found in the Middle: Permutation Self-Consistency Improves Listwise Ranking in Large Language Models. CoRR abs/2310.07712 (2023) - [i140]Xueguang Ma, Liang Wang, Nan Yang, Furu Wei, Jimmy Lin:
Fine-Tuning LLaMA for Multi-Stage Text Retrieval. CoRR abs/2310.08319 (2023) - [i139]Nandan Thakur, Jianmo Ni, Gustavo Hernández Ábrego, John Wieting, Jimmy Lin, Daniel Cer:
Leveraging LLMs for Synthesizing Training Data Across Many Languages in Multilingual Dense Retrieval. CoRR abs/2311.05800 (2023) - [i138]Minghan Li, Honglei Zhuang, Kai Hui, Zhen Qin, Jimmy Lin, Rolf Jagerman, Xuanhui Wang, Michael Bendersky:
Generate, Filter, and Fuse: Query Expansion via Multi-Step Keyword Generation for Zero-Shot Neural Rankers. CoRR abs/2311.09175 (2023) - [i137]Haonan Chen, Carlos Lassance, Jimmy Lin:
End-to-End Retrieval with Learned Dense and Sparse Representations Using Lucene. CoRR abs/2311.18503 (2023) - [i136]Raphael Tang, Xinyu Zhang, Jimmy Lin, Ferhan Ture:
What Do Llamas Really Think? Revealing Preference Biases in Language Model Representations. CoRR abs/2311.18812 (2023) - [i135]Jimmy Lin, Tommaso Teofili:
Searching Dense Representations with Inverted Indexes. CoRR abs/2312.01556 (2023) - [i134]Ronak Pradeep, Sahel Sharifymoghaddam, Jimmy Lin:
RankZephyr: Effective and Robust Zero-Shot Listwise Reranking is a Breeze! CoRR abs/2312.02724 (2023) - [i133]Xinyu Zhang, Sebastian Hofstätter, Patrick S. H. Lewis, Raphael Tang, Jimmy Lin:
Rank-without-GPT: Building GPT-Independent Listwise Rerankers on Open-Source Large Language Models. CoRR abs/2312.02969 (2023) - [i132]Nandan Thakur, Luiz Bonifacio, Xinyu Zhang, Odunayo Ogundepo, Ehsan Kamalloo, David Alfonso-Hermelo, Xiaoguang Li, Qun Liu, Boxing Chen, Mehdi Rezagholizadeh, Jimmy Lin:
NoMIRACL: Knowing When You Don't Know for Robust Multilingual Retrieval-Augmented Generation. CoRR abs/2312.11361 (2023) - [i131]Manveer Singh Tamber, Ronak Pradeep, Jimmy Lin:
Scaling Down, LiTting Up: Efficient Zero-Shot Listwise Reranking with Seq2seq Encoder-Decoder Models. CoRR abs/2312.16098 (2023) - [i130]Mofetoluwa Adeyemi, Akintunde Oladipo, Ronak Pradeep, Jimmy Lin:
Zero-Shot Cross-Lingual Reranking with Large Language Models for Low-Resource Languages. CoRR abs/2312.16159 (2023) - 2022
- [c322]Sankeerth Durvasula, Raymond Kiguru, Samarth Mathur, Jenny Xu, Jimmy Lin, Nandita Vijaykumar:
VoxelCache: Accelerating Online Mapping in Robotics and 3D Reconstruction Tasks. PACT 2022: 239-251 - [c321]Hang Li
, Shengyao Zhuang
, Xueguang Ma
, Jimmy Lin
, Guido Zuccon
:
Pseudo-Relevance Feedback with Dense Retrievers in Pyserini. ADCS 2022: 1:1-1:6 - [c320]Wei Zhong, Yuqing Xie, Jimmy Lin:
Applying Structural and Dense Semantic Matching for the ARQMath Lab 2022, CLEF. CLEF (Working Notes) 2022: 147-170 - [c319]Chris Kamphuis, Faegheh Hasibi, Jimmy Lin, Arjen P. de Vries:
REBL: Entity Linking at Scale (prototype). DESIRES 2022: 68-75 - [c318]Hang Li
, Shengyao Zhuang
, Ahmed Mourad
, Xueguang Ma, Jimmy Lin
, Guido Zuccon
:
Improving Query Representations for Dense Retrieval with Pseudo Relevance Feedback: A Reproducibility Study. ECIR (1) 2022: 599-612 - [c317]Xueguang Ma, Kai Sun, Ronak Pradeep, Minghan Li
, Jimmy Lin:
Another Look at DPR: Reproduction of Training and Replication of Retrieval. ECIR (1) 2022: 613-626 - [c316]Ronak Pradeep, Yuqi Liu, Xinyu Zhang, Yilin Li, Andrew Yates, Jimmy Lin:
Squeezing Water from a Stone: A Bag of Tricks for Further Improving Cross-Encoder Effectiveness for Reranking. ECIR (1) 2022: 655-670 - [c315]Raphael Tang, Karun Kumar, Gefei Yang, Akshat Pandey, Yajie Mao, Vladislav Belyaev, Madhuri Emmadi, G. Craig Murray, Ferhan Ture, Jimmy Lin:
SpeechNet: Weakly Supervised, End-to-End Speech Recognition at Industrial Scale. EMNLP (Industry Track) 2022: 285-293 - [c314]Minghan Li
, Xinyu Zhang, Ji Xin, Hongyang Zhang, Jimmy Lin:
Certified Error Control of Candidate Set Pruning for Two-Stage Relevance Ranking. EMNLP 2022: 333-345 - [c313]Yizhen Zhong, Jiajie Xiao, Thomas Vetterli, Mahan Matin, Ellen Loo, Jimmy Lin, Richard Bourgon, Ofer Shapira:
Improving Precancerous Case Characterization via Transformer-based Ensemble Learning. EMNLP (Industry Track) 2022: 379-389 - [c312]Wei Zhong, Jheng-Hong Yang, Yuqing Xie, Jimmy Lin:
Evaluating Token-Level and Passage-Level Dense Retrieval Models for Math Information Retrieval. EMNLP (Findings) 2022: 1092-1102 - [c311]Peng Shi, Rui Zhang, He Bai, Jimmy Lin:
XRICL: Cross-lingual Retrieval-Augmented In-Context Learning for Cross-lingual Text-to-SQL Semantic Parsing. EMNLP (Findings) 2022: 5248-5259 - [c310]Peng Shi, Linfeng Song, Lifeng Jin, Haitao Mi, He Bai, Jimmy Lin, Dong Yu:
Cross-lingual Text-to-SQL Semantic Parsing with Representation Mixup. EMNLP (Findings) 2022: 5296-5306 - [c309]Odunayo Ogundepo, Xinyu Zhang, Shuo Sun, Kevin Duh, Jimmy Lin:
AfriCLIRMatrix: Enabling Cross-Lingual Information Retrieval for African Languages. EMNLP 2022: 8721-8728 - [c308]Raphael Tang, Karun Kumar, Ji Xin, Piyush Vyas, Wenyan Li, Gefei Yang, Yajie Mao, G. Craig Murray, Jimmy Lin:
Temporal Early Exiting for Streaming Speech Commands Recognition. ICASSP 2022: 7567-7571 - [c307]Matthew Y. R. Yang, Siwen Yang, Jimmy Lin:
Integration of text and geospatial search for hydrographic datasets using the lucene search library. JCDL 2022: 36 - [c306]Zhiying Jiang, Yiqin Dai, Ji Xin, Ming Li, Jimmy Lin:
Few-Shot Non-Parametric Learning with Deep Latent Variable Model. NeurIPS 2022 - [c305]Ronak Pradeep, Yilin Li, Yuetong Wang, Jimmy Lin:
Neural Query Synthesis and Domain-Specific Ranking Templates for Multi-Stage Clinical Trial Matching. SIGIR 2022: 2325-2330 - [c304]Hang Li, Shuai Wang
, Shengyao Zhuang, Ahmed Mourad, Xueguang Ma, Jimmy Lin, Guido Zuccon
:
To Interpolate or not to Interpolate: PRF, Dense and Sparse Retrievers. SIGIR 2022: 2495-2500 - [c303]Yuqi Liu, Chengcheng Hu, Jimmy Lin:
Another Look at Information Retrieval as Statistical Translation. SIGIR 2022: 2749-2754 - [c302]Jimmy Lin, Daniel Campos, Nick Craswell, Bhaskar Mitra, Emine Yilmaz:
Fostering Coopetition While Plugging Leaks: The Design and Implementation of the MS MARCO Leaderboards. SIGIR 2022: 2939-2948 - [c301]Ellen M. Voorhees, Nick Craswell, Jimmy Lin:
Too Many Relevants: Whither Cranfield Test Collections? SIGIR 2022: 2970-2980 - [c300]Xueguang Ma, Ronak Pradeep, Rodrigo Frassetto Nogueira, Jimmy Lin:
Document Expansion Baselines and Learned Sparse Lexical Representations for MS MARCO V1 and V2. SIGIR 2022: 3187-3197 - [c299]Andrew Trotman, Joel Mackenzie, Pradeesh Parameswaran, Jimmy Lin:
A Common Framework for Exploring Document-at-a-Time and Score-at-a-Time Retrieval Methods. SIGIR 2022: 3229-3234 - [c298]Josh Seltzer, Kathy Cheng, Shi Zong, Jimmy Lin:
Flipping the Script: Inverse Information Seeking Dialogues for Market Research. SIGIR 2022: 3380-3383 - [c297]Nick Craswell, Bhaskar Mitra, Emine Yilmaz, Daniel Campos, Jimmy Lin, Ellen M. Voorhees, Ian Soboroff:
Overview of the TREC 2022 Deep Learning Track. TREC 2022 - [c296]Jimmy Lin, David Alfonso-Hermelo, Vitor Jeronymo, Ehsan Kamalloo, Carlos Lassance, Rodrigo Frassetto Nogueira, Odunayo Ogundepo, Mehdi Rezagholizadeh, Nandan Thakur, Jheng-Hong Yang, Xinyu Zhang:
Simple Yet Effective Neural Ranking and Reranking Baselines for Cross-Lingual Information Retrieval. TREC 2022 - [c295]Josh Devins, Julie Tibshirani, Jimmy Lin:
Aligning the Research and Practice of Building Search Applications: Elasticsearch and Pyserini. WSDM 2022: 1573-1576 - [i129]Ellen M. Voorhees, Ian Soboroff, Jimmy Lin:
Can Old TREC Collections Reliably Evaluate Modern Neural Retrieval Models? CoRR abs/2201.11086 (2022) - [i128]Luyu Gao, Xueguang Ma, Jimmy Lin, Jamie Callan:
Tevatron: An Efficient and Flexible Toolkit for Dense Retrieval. CoRR abs/2203.05765 (2022) - [i127]Wei Zhong, Jheng-Hong Yang, Jimmy Lin:
Evaluating Token-Level and Passage-Level Dense Retrieval Models for Math Information Retrieval. CoRR abs/2203.11163 (2022) - [i126]Xinyu Zhang, Kelechi Ogueji, Xueguang Ma, Jimmy Lin:
Towards Best Practices for Training Multilingual Dense Retrieval Models. CoRR abs/2204.02363 (2022) - [i125]Hang Li, Shuai Wang, Shengyao Zhuang, Ahmed Mourad, Xueguang Ma, Jimmy Lin, Guido Zuccon:
To Interpolate or not to Interpolate: PRF, Dense and Sparse Retrievers. CoRR abs/2205.00235 (2022) - [i124]Minghan Li, Xinyu Zhang, Ji Xin, Hongyang Zhang, Jimmy Lin:
Certified Error Control of Candidate Set Pruning for Two-Stage Relevance Ranking. CoRR abs/2205.09638 (2022) - [i123]Nandan Thakur, Nils Reimers, Jimmy Lin:
Domain Adaptation for Memory-Efficient Dense Retrieval. CoRR abs/2205.11498 (2022) - [i122]Sheng-Chieh Lin, Jimmy Lin:
A Dense Representation Framework for Lexical and Semantic Matching. CoRR abs/2206.09912 (2022) - [i121]Zhiying Jiang, Yiqin Dai, Ji Xin, Ming Li, Jimmy Lin:
Few-Shot Non-Parametric Learning with Deep Latent Variable Model. CoRR abs/2206.11573 (2022) - [i120]Ji Xin, Raphael Tang, Zhiying Jiang, Yaoliang Yu, Jimmy Lin:
Building an Efficiency Pipeline: Commutativity and Cumulativeness of Efficiency Operators for Transformers. CoRR abs/2208.00483 (2022) - [i119]Sheng-Chieh Lin, Minghan Li, Jimmy Lin:
Aggretriever: A Simple Approach to Aggregate Textual Representation for Robust Dense Passage Retrieval. CoRR abs/2208.00511 (2022) - [i118]Raphael Tang, Akshat Pandey, Zhiying Jiang, Gefei Yang, Karun Kumar, Jimmy Lin, Ferhan Ture:
What the DAAM: Interpreting Stable Diffusion Using Cross Attention. CoRR abs/2210.04885 (2022) - [i117]Odunayo Ogundepo, Xinyu Zhang, Jimmy Lin:
Better Than Whitespace: Information Retrieval for Languages without Custom Tokenizers. CoRR abs/2210.05481 (2022) - [i116]Linqing Liu, Minghan Li, Jimmy Lin, Sebastian Riedel, Pontus Stenetorp:
Query Expansion Using Contextual Clue Sampling with Language Models. CoRR abs/2210.07093 (2022) - [i115]Sankeerth Durvasula, Raymond Kiguru, Samarth Mathur, Jenny Xu, Jimmy Lin, Nandita Vijaykumar:
VoxelCache: Accelerating Online Mapping in Robotics and 3D Reconstruction Tasks. CoRR abs/2210.08729 (2022) - [i114]Xinyu Zhang, Nandan Thakur, Odunayo Ogundepo, Ehsan Kamalloo, David Alfonso-Hermelo, Xiaoguang Li, Qun Liu, Mehdi Rezagholizadeh, Jimmy Lin:
Making a MIRACL: Multilingual Information Retrieval Across a Continuum of Languages. CoRR abs/2210.09984 (2022) - [i113]Peng Shi, Rui Zhang, He Bai
, Jimmy Lin:
XRICL: Cross-lingual Retrieval-Augmented In-Context Learning for Cross-lingual Text-to-SQL Semantic Parsing. CoRR abs/2210.13693 (2022) - [i112]Jimmy Lin:
On the Interaction Between Differential Privacy and Gradient Compression in Deep Learning. CoRR abs/2211.00734 (2022) - [i111]Minghan Li, Sheng-Chieh Lin, Barlas Oguz, Asish Ghoshal, Jimmy Lin, Yashar Mehdad, Wen-tau Yih, Xilun Chen:
CITADEL: Conditional Token Interaction via Dynamic Lexical Routing for Efficient and Effective Multi-Vector Retrieval. CoRR abs/2211.10411 (2022) - [i110]Raphael Tang, Karun Kumar, Gefei Yang, Akshat Pandey, Yajie Mao, Vladislav Belyaev, Madhuri Emmadi, G. Craig Murray, Ferhan Ture, Jimmy Lin:
SpeechNet: Weakly Supervised, End-to-End Speech Recognition at Industrial Scale. CoRR abs/2211.11740 (2022) - [i109]Yizhen Zhong, Jiajie Xiao, Thomas Vetterli, Mahan Matin, Ellen Loo, Jimmy Lin, Richard Bourgon, Ofer Shapira:
Improving Precancerous Case Characterization via Transformer-based Ensemble Learning. CoRR abs/2212.05150 (2022) - [i108]Zhiying Jiang, Matthew Y. R. Yang, Mikhail Tsirlin, Raphael Tang, Jimmy Lin:
Less is More: Parameter-Free Text Classification with Gzip. CoRR abs/2212.09410 (2022) - [i107]Luyu Gao, Xueguang Ma, Jimmy Lin, Jamie Callan:
Precise Zero-Shot Dense Retrieval without Relevance Labels. CoRR abs/2212.10496 (2022) - [i106]Jimmy Lin:
Building a Culture of Reproducibility in Academic Research. CoRR abs/2212.13534 (2022) - 2021
- [b3]Jimmy Lin, Rodrigo Frassetto Nogueira
, Andrew Yates:
Pretrained Transformers for Text Ranking: BERT and Beyond. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2021, ISBN 978-3-031-01053-8, pp. 1-325 - [j61]Samantha Fritz, Ian Milligan, Nick Ruest, Jimmy Lin:
Fostering Community Engagement through Datathon Events: The Archives Unleashed Experience. Digit. Humanit. Q. 15(1) (2021) - [j60]Martin Gauch
, Juliane Mai
, Jimmy Lin:
The proper care and feeding of CAMELS: How limited training data affects streamflow prediction. Environ. Model. Softw. 135: 104926 (2021) - [j59]Jimmy Lin:
A proposed conceptual framework for a representational approach to information retrieval. SIGIR Forum 55(2): 4:1-4:29 (2021) - [j58]Sheng-Chieh Lin, Jheng-Hong Yang, Rodrigo Frassetto Nogueira
, Ming-Feng Tsai, Chuan-Ju Wang, Jimmy Lin:
Multi-Stage Conversational Passage Retrieval: An Approach to Fusing Term Importance Estimation and Neural Query Rewriting. ACM Trans. Inf. Syst. 39(4): 48:1-48:29 (2021) - [c294]He Bai
, Peng Shi, Jimmy Lin, Yuqing Xie, Luchen Tan, Kun Xiong, Wen Gao, Ming Li:
Segatron: Segment-Aware Transformer for Language Modeling and Understanding. AAAI 2021: 12526-12534 - [c293]He Bai
, Peng Shi, Jimmy Lin, Luchen Tan, Kun Xiong, Wen Gao, Jie Liu, Ming Li:
Semantics of the Unwritten: The Effect of End of Paragraph and Sequence Tokens on Text Generation with GPT2. ACL (student) 2021: 148-162 - [c292]Kelvin Jiang, Ronak Pradeep, Jimmy Lin:
Exploring Listwise Evidence Reasoning with T5 for Fact Verification. ACL/IJCNLP (2) 2021: 402-410 - [c291]Ji Xin, Raphael Tang, Yaoliang Yu, Jimmy Lin:
The Art of Abstention: Selective Prediction and Error Regularization for Natural Language Processing. ACL/IJCNLP (1) 2021: 1040-1051 - [c290]Ronak Pradeep, Xueguang Ma, Rodrigo Frassetto Nogueira, Jimmy Lin:
Scientific Claim Verification with VerT5erini. LOUHI@EACL 2021: 94-103 - [c289]Zhiying Jiang, Raphael Tang, Ji Xin, Jimmy Lin:
How Does BERT Rerank Passages? An Attribution Analysis with Information Bottlenecks. BlackboxNLP@EMNLP 2021: 496-509 - [c288]Wei Zhong, Xinyu Zhang, Ji Xin, Richard Zanibbi, Jimmy Lin:
Approach Zero and Anserini at the CLEF-2021 ARQMath Track: Applying Substructure Search and BM25 on Operator Tree Path Tokens. CLEF (Working Notes) 2021: 133-156 - [c287]Mayank Anand, Jiarui Zhang, Shane Ding, Ji Xin, Jimmy Lin:
Serverless BM25 Search and BERT Reranking. DESIRES 2021: 3-9 - [c286]Jimmy Lin, Xueguang Ma, Joel Mackenzie, Antonio Mallia:
On the Separation of Logical and Physical Ranking Models for Text Retrieval Applications. DESIRES 2021: 176-178 - [c285]Ogundepo Odunayo, Naveela N. Sookoo, Gautam Bathla, Anthony Cavallin, Bhaleka D. Persaud, Kathy Szigeti
, Philippe Van Cappellen, Jimmy Lin:
Rescuing historical climate observations to support hydrological research: a case study of solar radiation data. DocEng 2021: 19:1-19:4 - [c284]Ji Xin, Raphael Tang, Yaoliang Yu, Jimmy Lin:
BERxiT: Early Exiting for BERT with Better Fine-Tuning and Extension to Regression. EACL 2021: 91-104 - [c283]Mohan Zhang, Luchen Tan, Zihang Fu, Kun Xiong, Jimmy Lin, Ming Li, Zhengkai Tu:
Don't Change Me! User-Controllable Selective Paraphrase Generation. EACL 2021: 3522-3527 - [c282]Xinyu Zhang, Andrew Yates, Jimmy Lin:
Comparing Score Aggregation Approaches for Document Retrieval with Pretrained Transformers. ECIR (2) 2021: 150-163 - [c281]Yue Zhang, Chengcheng Hu, Yuqi Liu, Hui Fang
, Jimmy Lin:
Learning to Rank in the Age of Muppets: Effectiveness-Efficiency Tradeoffs in Multi-Stage Ranking. SustaiNLP@EMNLP 2021: 64-73 - [c280]Minghan Li, Ming Li, Kun Xiong, Jimmy Lin:
Multi-Task Dense Retrieval via Model Uncertainty Fusion for Open-Domain Question Answering. EMNLP (Findings) 2021: 274-287 - [c279]Raphael Tang, Karun Kumar, Kendra Chalkley, Ji Xin, Liming Zhang, Wenyan Li, Gefei Yang, Yajie Mao, Junho Shin, Geoffrey Craig Murray, Jimmy Lin:
Voice Query Auto Completion. EMNLP (1) 2021: 900-906 - [c278]Sheng-Chieh Lin, Jheng-Hong Yang, Jimmy Lin:
Contextualized Query Embeddings for Conversational Search. EMNLP (1) 2021: 1004-1015 - [c277]Xueguang Ma, Minghan Li
, Kai Sun, Ji Xin, Jimmy Lin:
Simple and Effective Unsupervised Redundancy Elimination to Compress Dense Vectors for Passage Retrieval. EMNLP (1) 2021: 2854-2859 - [c276]Anup Anand Deshmukh, Qianqiu Zhang
, Ming Li, Jimmy Lin, Lili Mou:
Unsupervised Chunking as Syntactic Structure Induction with a Knowledge-Transfer Approach. EMNLP (Findings) 2021: 3626-3634 - [c275]Xiao Han, Yuqi Liu, Jimmy Lin:
The Simplest Thing That Can Possibly Work: (Pseudo-)Relevance Feedback via Text Classification. ICTIR 2021: 123-129 - [c274]Sheng-Chieh Lin, Jheng-Hong Yang, Jimmy Lin:
In-Batch Negatives for Knowledge Distillation with Tightly-Coupled Teachers for Dense Retrieval. RepL4NLP@ACL-IJCNLP 2021: 163-173 - [c273]Sebastian Hofstätter, Sheng-Chieh Lin, Jheng-Hong Yang, Jimmy Lin, Allan Hanbury:
Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware Sampling. SIGIR 2021: 113-122 - [c272]Nick Craswell, Bhaskar Mitra, Emine Yilmaz, Daniel Campos, Jimmy Lin:
MS MARCO: Benchmarking Ranking Models in the Large-Data Regime. SIGIR 2021: 1566-1576 - [c271]Ronak Pradeep, Xueguang Ma, Rodrigo Frassetto Nogueira, Jimmy Lin:
Vera: Prediction Techniques for Reducing Harmful Misinformation in Consumer Health Search. SIGIR 2021: 2066-2070 - [c270]Jimmy Lin, Daniel Campos, Nick Craswell, Bhaskar Mitra, Emine Yilmaz:
Significant Improvements over the State of the Art? A Case Study of the MS MARCO Document Ranking Leaderboard. SIGIR 2021: 2283-2287 - [c269]Jimmy Lin, Xueguang Ma, Sheng-Chieh Lin, Jheng-Hong Yang, Ronak Pradeep, Rodrigo Frassetto Nogueira:
Pyserini: A Python Toolkit for Reproducible Information Retrieval Research with Sparse and Dense Representations. SIGIR 2021: 2356-2362 - [c268]Edwin Zhang, Sheng-Chieh Lin, Jheng-Hong Yang, Ronak Pradeep, Rodrigo Frassetto Nogueira, Jimmy Lin:
Chatty Goose: A Python Framework for Conversational Search. SIGIR 2021: 2521-2525 - [c267]Wei Zhong, Jimmy Lin:
PYA0: A Python Toolkit for Accessible Math-Aware Search. SIGIR 2021: 2541-2545 - [c266]Andrew Yates, Rodrigo Frassetto Nogueira, Jimmy Lin:
Pretrained Transformers for Text Ranking: BERT and Beyond. SIGIR 2021: 2666-2668 - [c265]Nick Craswell, Bhaskar Mitra, Emine Yilmaz, Daniel Campos, Jimmy Lin:
Overview of the TREC 2021 Deep Learning Track. TREC 2021 - [c264]Andrew Yates, Rodrigo Frassetto Nogueira, Jimmy Lin:
Pretrained Transformers for Text Ranking: BERT and Beyond. WSDM 2021: 1154-1156 - [i105]Ronak Pradeep, Rodrigo Frassetto Nogueira, Jimmy Lin:
The Expando-Mono-Duo Design Pattern for Text Ranking with Pretrained Sequence-to-Sequence Models. CoRR abs/2101.05667 (2021) - [i104]Jimmy Lin, Xueguang Ma, Sheng-Chieh Lin, Jheng-Hong Yang, Ronak Pradeep, Rodrigo Frassetto Nogueira:
Pyserini: An Easy-to-Use Python Toolkit to Support Replicable IR Research with Sparse and Dense Representations. CoRR abs/2102.10073 (2021) - [i103]Jimmy Lin, Daniel Campos, Nick Craswell, Bhaskar Mitra, Emine Yilmaz:
Significant Improvements over the State of the Art? A Case Study of the MS MARCO Document Ranking Leaderboard. CoRR abs/2102.12887 (2021) - [i102]Rodrigo Frassetto Nogueira, Zhiying Jiang, Jimmy Lin:
Investigating the Limitations of the Transformers with Simple Arithmetic Tasks. CoRR abs/2102.13019 (2021) - [i101]Xueguang Ma, Kai Sun, Ronak Pradeep, Jimmy Lin:
A Replication Study of Dense Passage Retriever. CoRR abs/2104.05740 (2021) - [i100]Sebastian Hofstätter, Sheng-Chieh Lin, Jheng-Hong Yang, Jimmy Lin, Allan Hanbury:
Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware Sampling. CoRR abs/2104.06967 (2021) - [i99]Sheng-Chieh Lin, Jheng-Hong Yang, Jimmy Lin:
Contextualized Query Embeddings for Conversational Search. CoRR abs/2104.08707 (2021) - [i98]Nick Craswell, Bhaskar Mitra, Emine Yilmaz, Daniel Campos, Jimmy Lin:
MS MARCO: Benchmarking Ranking Models in the Large-Data Regime. CoRR abs/2105.04021 (2021) - [i97]Jimmy Lin, Xueguang Ma:
A Few Brief Notes on DeepImpact, COIL, and a Conceptual Framework for Information Retrieval Techniques. CoRR abs/2106.14807 (2021) - [i96]Xinyu Zhang, Xueguang Ma, Peng Shi, Jimmy Lin:
Mr. TyDi: A Multi-lingual Benchmark for Dense Retrieval. CoRR abs/2108.08787 (2021) - [i95]Peng Shi, Rui Zhang, He Bai, Jimmy Lin:
Cross-Lingual Training with Dense Retrieval for Document Retrieval. CoRR abs/2109.01628 (2021) - [i94]Jimmy Lin:
A Proposed Conceptual Framework for a Representational Approach to Information Retrieval. CoRR abs/2110.01529 (2021) - [i93]Minghan Li, Jimmy Lin:
Encoder Adaptation of Dense Passage Retrieval for Open-Domain Question Answering. CoRR abs/2110.01599 (2021) - [i92]Joel Mackenzie, Andrew Trotman, Jimmy Lin:
Wacky Weights in Learned Sparse Representations and the Revenge of Score-at-a-Time Query Evaluation. CoRR abs/2110.11540 (2021) - [i91]Sheng-Chieh Lin, Jimmy Lin:
Densifying Sparse Representations for Passage Retrieval by Representational Slicing. CoRR abs/2112.04666 (2021) - [i90]Hang Li, Shengyao Zhuang, Ahmed Mourad, Xueguang Ma, Jimmy Lin, Guido Zuccon:
Improving Query Representations for Dense Retrieval with Pseudo Relevance Feedback: A Reproducibility Study. CoRR abs/2112.06400 (2021) - [i89]Jheng-Hong Yang, Xueguang Ma, Jimmy Lin:
Sparsifying Sparse Representations for Passage Retrieval by Top-k Masking. CoRR abs/2112.09628 (2021) - 2020
- [j57]Samantha Fritz
, Ian Milligan
, Nick Ruest
, Jimmy Lin:
Building community at distance: a datathon during COVID-19. Digit. Libr. Perspect. 36(4): 415-428 (2020) - [j56]Rodrigo Frassetto Nogueira
, Zhiying Jiang, Kyunghyun Cho, Jimmy Lin:
Navigation-based candidate expansion and pretrained language models for citation recommendation. Scientometrics 125(3): 3001-3016 (2020) - [j55]Siddhartha Sahu
, Amine Mhedhbi, Semih Salihoglu, Jimmy Lin, M. Tamer Özsu
:
The ubiquity of large graphs and surprising challenges of graph processing: extended survey. VLDB J. 29(2-3): 595-618 (2020) - [c263]Ji Xin, Raphael Tang, Jaejun Lee, Yaoliang Yu, Jimmy Lin:
DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference. ACL 2020: 2246-2251 - [c262]Raphael Tang, Jaejun Lee, Ji Xin, Xinyu Liu, Yaoliang Yu, Jimmy Lin:
Showing Your Work Doesn't Always Work. ACL 2020: 2766-2772 - [c261]Hamidreza Shahidi, Ming Li, Jimmy Lin:
Two Birds, One Stone: A Simple, Unified Model for Text Generation from Structured and Unstructured Data. ACL 2020: 3864-3870 - [c260]Rodrigo Frassetto Nogueira, Zhiying Jiang, Kyunghyun Cho, Jimmy Lin:
Evaluating Pretrained Transformer Models for Citation Recommendation. BIR@ECIR 2020: 89-100 - [c259]Jimmy Lin, Ian Milligan
, Douglas W. Oard
, Nick Ruest
, Katie Shilton:
We Could, but Should We?: Ethical Considerations for Providing Access to GeoCities and Other Historical Digital Collections. CHIIR 2020: 135-144 - [c258]Royal Sequiera, Luchen Tan, Yinan Zhang, Jimmy Lin:
Update Delivery Mechanisms for Prospective Information Needs: A Reproducibility Study. CHIIR 2020: 308-312 - [c257]Andrew Yates, Kevin Martin Jose, Xinyu Zhang, Jimmy Lin:
Flexible IR Pipelines with Capreolus. CIKM 2020: 3181-3188 - [c256]Jheng-Hong Yang, Sheng-Chieh Lin, Rodrigo Frassetto Nogueira, Ming-Feng Tsai, Chuan-Ju Wang, Jimmy Lin:
Designing Templates for Eliciting Commonsense Knowledge from Pretrained Sequence-to-Sequence Models. COLING 2020: 3449-3453 - [c255]Adrien Grand, Robert Muir, Jim Ferenczi, Jimmy Lin:
From MAXSCORE to Block-Max Wand: The Story of How Lucene Significantly Improved Query Evaluation Performance. ECIR (2) 2020: 20-27 - [c254]Chris Kamphuis, Arjen P. de Vries
, Leonid Boytsov, Jimmy Lin:
Which BM25 Do You Mean? A Large-Scale Reproducibility Study of Scoring Variants. ECIR (2) 2020: 28-34 - [c253]Jimmy Lin, Qian Zhang:
Reproducibility is a Process, Not an Achievement: The Replicability of IR Reproducibility Experiments. ECIR (2) 2020: 43-49 - [c252]Edwin Zhang, Nikhil Gupta, Raphael Tang, Xiao Han, Ronak Pradeep, Kuang Lu, Yue Zhang, Rodrigo Frassetto Nogueira, Kyunghyun Cho, Hui Fang
, Jimmy Lin:
Covidex: Neural Ranking Models and Keyword Search Infrastructure for the COVID-19 Open Research Dataset. SDP@EMNLP 2020: 31-41 - [c251]Ji Xin, Rodrigo Frassetto Nogueira, Yaoliang Yu, Jimmy Lin:
Early Exiting BERT for Efficient Document Ranking. SustaiNLP@EMNLP 2020: 83-88 - [c250]Xinyu Zhang, Andrew Yates, Jimmy Lin:
A Little Bit Is Worse Than None: Ranking with Limited Training Data. SustaiNLP@EMNLP 2020: 107-112 - [c249]Shane Ding, Edwin Zhang, Jimmy Lin:
Cydex: Neural Search Infrastructure for the Scholarly Literature. SDP@EMNLP 2020: 168-173 - [c248]Rodrigo Frassetto Nogueira, Zhiying Jiang, Ronak Pradeep, Jimmy Lin:
Document Ranking with a Pretrained Sequence-to-Sequence Model. EMNLP (Findings) 2020: 708-718 - [c247]Peng Shi, He Bai
, Jimmy Lin:
Cross-Lingual Training of Neural Models for Document Ranking. EMNLP (Findings) 2020: 2768-2773 - [c246]Zhiying Jiang, Raphael Tang, Ji Xin, Jimmy Lin:
Inserting Information Bottleneck for Attribution in Transformers. EMNLP (Findings) 2020: 3850-3857 - [c245]Jimmy Lin, Chudi Zhong, Diane Hu, Cynthia Rudin, Margo I. Seltzer:
Generalized and Scalable Optimal Sparse Decision Trees. ICML 2020: 6150-6160 - [c244]Zhengkai Tu, Wei Yang, Zihang Fu, Yuqing Xie
, Luchen Tan, Kun Xiong, Ming Li, Jimmy Lin:
Approximate Nearest Neighbor Search and Lightweight Dense Vector Reranking in Multi-Stage Retrieval Architectures. ICTIR 2020: 97-100 - [c243]Nick Ruest
, Jimmy Lin, Ian Milligan
, Samantha Fritz:
The Archives Unleashed Project: Technology, Process, and Community to Improve Scholarly Access to Web Archives. JCDL 2020: 157-166 - [c242]Tobi Adewoye, Xiao Han, Nick Ruest
, Ian Milligan
, Samantha Fritz, Jimmy Lin:
Content-Based Exploration of Archival Images Using Neural Networks. JCDL 2020: 489-490 - [c241]Martin Gauch, James Bai, Juliane Mai
, Jimmy Lin:
An Open-Source Interface to the Canadian Surface Prediction Archive. JCDL 2020: 529-530 - [c240]Venu Satuluri, Yao Wu, Xun Zheng, Yilei Qian, Brian Wichers, Qieyun Dai, Gui Ming Tang, Jerry Jiang, Jimmy Lin:
SimClusters: Community-Based Representations for Heterogeneous Recommendations at Twitter. KDD 2020: 3183-3193 - [c239]Ashutosh Adhikari, Achyudh Ram, Raphael Tang, William L. Hamilton, Jimmy Lin:
Exploring the Limits of Simple Learners in Knowledge Distillation for Document Classification with DocBERT. RepL4NLP@ACL 2020: 72-77 - [c238]Zeynep Akkalyoncu Yilmaz, Charles L. A. Clarke, Jimmy Lin:
A Lightweight Environment for Learning Experimental IR Research Practices. SIGIR 2020: 2113-2116 - [c237]Jimmy Lin, Joel M. Mackenzie
, Chris Kamphuis, Craig Macdonald, Antonio Mallia, Michal Siedlaczek, Andrew Trotman, Arjen P. de Vries
:
Supporting Interoperability Between Open-Source Search Engines with the Common Index File Format. SIGIR 2020: 2149-2152 - [c236]Sheng-Chieh Lin, Jheng-Hong Yang, Jimmy Lin:
TREC 2020 Notebook: CAsT Track. TREC 2020 - [c235]Ronak Pradeep, Xueguang Ma, Xinyu Zhang, Hang Cui, Ruizhou Xu, Rodrigo Frassetto Nogueira, Jimmy Lin:
H2oloo at TREC 2020: When all you got is a hammer... Deep Learning, Health Misinformation, and Precision Medicine. TREC 2020 - [c234]Andrew Yates, Siddhant Arora, Xinyu Zhang, Wei Yang, Kevin Martin Jose, Jimmy Lin:
Capreolus: A Toolkit for End-to-End Neural Ad Hoc Retrieval. WSDM 2020: 861-864 - [c233]Yuqing Xie
, Wei Yang, Luchen Tan, Kun Xiong, Nicholas Jing Yuan, Baoxing Huai, Ming Li, Jimmy Lin:
Distant Supervision for Multi-Stage Fine-Tuning in Retrieval-Based Question Answering. WWW 2020: 2934-2940 - [i88]Nick Ruest
, Jimmy Lin, Ian Milligan, Samantha Fritz
:
The Archives Unleashed Project: Technology, Process, and Community to Improve Scholarly Access to Web Archives. CoRR abs/2001.05399 (2020) - [i87]Rodrigo Frassetto Nogueira, Zhiying Jiang, Kyunghyun Cho, Jimmy Lin:
Navigation-Based Candidate Expansion and Pretrained Language Models for Citation Recommendation. CoRR abs/2001.08687 (2020) - [i86]Jimmy Lin:
A Prototype of Serverless Lucene. CoRR abs/2002.01447 (2020) - [i85]Ruixue Zhang, Wei Yang, Luyun Lin, Zhengkai Tu, Yuqing Xie, Zihang Fu, Yuhao Xie, Luchen Tan, Kun Xiong, Jimmy Lin:
Rapid Adaptation of BERT for Information Extraction on Domain-Specific Business Documents. CoRR abs/2002.01861 (2020) - [i84]Rodrigo Frassetto Nogueira, Zhiying Jiang, Jimmy Lin:
Document Ranking with a Pretrained Sequence-to-Sequence Model. CoRR abs/2003.06713 (2020) - [i83]Jimmy Lin, Joel M. Mackenzie, Chris Kamphuis, Craig Macdonald, Antonio Mallia, Michal Siedlaczek, Andrew Trotman, Arjen P. de Vries:
Supporting Interoperability Between Open-Source Search Engines with the Common Index File Format. CoRR abs/2003.08276 (2020) - [i82]Sheng-Chieh Lin, Jheng-Hong Yang, Rodrigo Frassetto Nogueira, Ming-Feng Tsai, Chuan-Ju Wang, Jimmy Lin:
TTTTTackling WinoGrande Schemas. CoRR abs/2003.08380 (2020) - [i81]Sheng-Chieh Lin, Jheng-Hong Yang, Rodrigo Frassetto Nogueira, Ming-Feng Tsai, Chuan-Ju Wang, Jimmy Lin:
Conversational Question Reformulation via Sequence-to-Sequence Architectures and Pretrained Language Models. CoRR abs/2004.01909 (2020) - [i80]He Bai, Peng Shi, Jimmy Lin, Luchen Tan, Kun Xiong, Wen Gao, Jie Liu, Ming Li:
Semantics of the Unwritten. CoRR abs/2004.02251 (2020) - [i79]Edwin Zhang, Nikhil Gupta, Rodrigo Frassetto Nogueira, Kyunghyun Cho, Jimmy Lin:
Rapidly Deploying a Neural Search Engine for the COVID-19 Open Research Dataset: Preliminary Thoughts and Lessons Learned. CoRR abs/2004.05125 (2020) - [i78]Raphael Tang, Rodrigo Frassetto Nogueira, Edwin Zhang, Nikhil Gupta, Phuong Cam, Kyunghyun Cho, Jimmy Lin:
Rapidly Bootstrapping a Question Answering Dataset for COVID-19. CoRR abs/2004.11339 (2020) - [i77]Ji Xin, Raphael Tang, Jaejun Lee, Yaoliang Yu, Jimmy Lin:
DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference. CoRR abs/2004.12993 (2020) - [i76]Raphael Tang, Jaejun Lee, Ji Xin, Xinyu Liu, Yaoliang Yu, Jimmy Lin:
Showing Your Work Doesn't Always Work. CoRR abs/2004.13705 (2020) - [i75]He Bai, Peng Shi, Jimmy Lin, Luchen Tan, Kun Xiong, Wen Gao, Ming Li:
SegaBERT: Pre-training of Segment-aware BERT for Language Understanding. CoRR abs/2004.14996 (2020) - [i74]Sheng-Chieh Lin, Jheng-Hong Yang, Rodrigo Frassetto Nogueira, Ming-Feng Tsai, Chuan-Ju Wang, Jimmy Lin:
Query Reformulation using Query History for Passage Retrieval in Conversational Search. CoRR abs/2005.02230 (2020) - [i73]Jimmy Lin, Chudi Zhong, Diane Hu, Cynthia Rudin, Margo I. Seltzer:
Generalized Optimal Sparse Decision Trees. CoRR abs/2006.08690 (2020) - [i72]Martin Gauch, Jimmy Lin:
A Data Scientist's Guide to Streamflow Prediction. CoRR abs/2006.12975 (2020) - [i71]Edwin Zhang, Nikhil Gupta, Raphael Tang, Xiao Han, Ronak Pradeep, Kuang Lu, Yue Zhang, Rodrigo Frassetto Nogueira, Kyunghyun Cho, Hui Fang, Jimmy Lin:
Covidex: Neural Ranking Models and Keyword Search Infrastructure for the COVID-19 Open Research Dataset. CoRR abs/2007.07846 (2020) - [i70]Mohan Zhang, Luchen Tan, Zhengkai Tu, Zihang Fu, Kun Xiong, Ming Li, Jimmy Lin:
To Paraphrase or Not To Paraphrase: User-Controllable Selective Paraphrase Generation. CoRR abs/2008.09290 (2020) - [i69]Raphael Tang, Jaejun Lee, Afsaneh Razi, Julia Cambre, Ian Bicking, Jofish Kaye, Jimmy Lin:
Howl: A Deployed, Open-Source Wake Word Detection System. CoRR abs/2008.09606 (2020) - [i68]Jimmy Lin, Rodrigo Frassetto Nogueira, Andrew Yates:
Pretrained Transformers for Text Ranking: BERT and Beyond. CoRR abs/2010.06467 (2020) - [i67]Martin Gauch, Frederik Kratzert, Daniel Klotz, Grey Nearing, Jimmy Lin, Sepp Hochreiter:
Rainfall-Runoff Prediction at Multiple Timescales with a Single Long Short-Term Memory Network. CoRR abs/2010.07921 (2020) - [i66]Minghan Li, He Bai, Luchen Tan, Kun Xiong, Ming Li, Jimmy Lin:
Latte-Mix: Measuring Sentence Semantic Similarity with Latent Categorical Mixtures. CoRR abs/2010.11351 (2020) - [i65]Sheng-Chieh Lin, Jheng-Hong Yang, Jimmy Lin:
Distilling Dense Representations for Ranking using Tightly-Coupled Teachers. CoRR abs/2010.11386 (2020) - [i64]Ronak Pradeep, Xueguang Ma, Rodrigo Frassetto Nogueira, Jimmy Lin:
Scientific Claim Verification with VERT5ERINI. CoRR abs/2010.11930 (2020) - [i63]Zhiying Jiang, Raphael Tang, Ji Xin, Jimmy Lin:
Inserting Information Bottlenecks for Attribution in Transformers. CoRR abs/2012.13838 (2020)
2010 – 2019
- 2019
- [j54]Jimmy Lin:
The neural hype, justified!: a recantation. SIGIR Forum 53(2): 88-93 (2019) - [c232]Jinfeng Rao, Wei Yang, Yuhao Zhang, Ferhan Türe, Jimmy Lin:
Multi-Perspective Relevance Matching with Hierarchical ConvNets for Social Media Search. AAAI 2019: 232-240 - [c231]Raphael Tang, Yao Lu, Jimmy Lin:
Natural Language Generation for Effective Knowledge Distillation. DeepLo@EMNLP-IJCNLP 2019: 202-208 - [c230]Allison B. McCoy, Dean F. Sittig, Jimmy Lin, Adam Wright:
Identification and Ranking of Biomedical Informatics Researcher Citation Statistics through a Google Scholar Scraper. AMIA 2019 - [c229]Peilin Yang, Jimmy Lin:
Reproducing and Generalizing Semantic Term Matching in Axiomatic Information Retrieval. ECIR (1) 2019: 369-381 - [c228]Ruifan Yu, Yuhao Xie, Jimmy Lin:
Simple Techniques for Cross-Collection Relevance Feedback. ECIR (1) 2019: 397-409 - [c227]Zeynep Akkalyoncu Yilmaz, Shengjin Wang, Wei Yang, Haotian Zhang, Jimmy Lin:
Applying BERT to Document Retrieval with Birch. EMNLP/IJCNLP (3) 2019: 19-24 - [c226]Jaejun Lee, Raphael Tang, Jimmy Lin:
Honkling: In-Browser Personalization for Ubiquitous Keyword Spotting. EMNLP/IJCNLP (3) 2019: 91-96 - [c225]Linqing Liu, Wei Yang, Jinfeng Rao, Raphael Tang, Jimmy Lin:
Incorporating Contextual and Syntactic Structures Improves Semantic Similarity Modeling. EMNLP/IJCNLP (1) 2019: 1204-1209 - [c224]Zeynep Akkalyoncu Yilmaz, Wei Yang, Haotian Zhang, Jimmy Lin:
Cross-Domain Modeling of Sentence-Level Evidence for Document Retrieval. EMNLP/IJCNLP (1) 2019: 3488-3494 - [c223]Hsiu-Wei Yang, Yanyan Zou, Peng Shi, Wei Lu
, Jimmy Lin, Xu Sun:
Aligning Cross-Lingual Entities with Multi-Aspect Information. EMNLP/IJCNLP (1) 2019: 4430-4440 - [c222]Jinfeng Rao, Linqing Liu, Yi Tay, Hsiu-Wei Yang, Peng Shi, Jimmy Lin:
Bridging the Gap between Relevance Matching and Semantic Matching for Short Text Similarity Modeling. EMNLP/IJCNLP (1) 2019: 5369-5380 - [c221]Ji Xin, Jimmy Lin, Yaoliang Yu:
What Part of the Neural Network Does This? Understanding LSTMs by Measuring and Dissecting Neurons. EMNLP/IJCNLP (1) 2019: 5822-5829 - [c220]Jaejun Lee, Raphael Tang, Jimmy Lin:
Universal voice-enabled user interfaces using JavaScript. IUI Companion 2019: 81-82 - [c219]Ryan Deschamps, Samantha Fritz
, Jimmy Lin, Ian Milligan
, Nick Ruest
:
The Cost of a WARC: Analyzing Web Archives in the Cloud. JCDL 2019: 261-264 - [c218]Ian Milligan
, Nathalie Casemajor
, Samantha Fritz
, Jimmy Lin, Nick Ruest
, Matthew S. Weber
, Nicholas Worby:
Building Community and Tools for Analyzing Web Archives Through Datathons. JCDL 2019: 265-268 - [c217]Ryan Deschamps, Nick Ruest
, Jimmy Lin, Samantha Fritz
, Ian Milligan
:
The Archives Unleashed Notebook: Madlibs for Jumpstarting Scholarly Exploration of Web Archives. JCDL 2019: 337-338 - [c216]Hsiu-Wei Yang, Linqing Liu, Ian Milligan
, Nick Ruest
, Jimmy Lin:
Scalable Content-Based Analysis of Images in Web Archives with TensorFlow and the Archives Unleashed Toolkit. JCDL 2019: 436-437 - [c215]Nick Ruest
, Ian Milligan
, Jimmy Lin:
Warclight: A Rails Engine for Web Archive Discovery. JCDL 2019: 442-443 - [c214]Wei Yang, Luchen Tan, Chunwei Lu, Anqi Cui, Han Li, Xi Chen, Kun Xiong, Muzi Wang, Ming Li, Jian Pei, Jimmy Lin:
Detecting Customer Complaint Escalation with Recurrent Neural Networks and Manually-Engineered Features. NAACL-HLT (2) 2019: 56-63 - [c213]Wei Yang, Yuqing Xie
, Aileen Lin, Xingyu Li, Luchen Tan, Kun Xiong, Ming Li, Jimmy Lin:
End-to-End Open-Domain Question Answering with BERTserini. NAACL-HLT (Demonstrations) 2019: 72-77 - [c212]Peng Shi, Jinfeng Rao, Jimmy Lin:
Simple Attention-Based Representation Learning for Ranking Short Social Media Posts. NAACL-HLT (1) 2019: 2212-2217 - [c211]Ashutosh Adhikari, Achyudh Ram, Raphael Tang, Jimmy Lin:
Rethinking Complex Neural Network Architectures for Document Classification. NAACL-HLT (1) 2019: 4046-4051 - [c210]Ryan Clancy, Nicola Ferro, Claudia Hauff, Jimmy Lin, Tetsuya Sakai, Ze Zhong Wu:
Overview of the 2019 Open-Source IR Replicability Challenge (OSIRRC 2019). OSIRRC@SIGIR 2019: 1-7 - [c209]Ryan Clancy, Zeynep Akkalyoncu Yilmaz, Ze Zhong Wu, Jimmy Lin:
University of Waterloo Docker Images for OSIRRC at SIGIR 2019. OSIRRC@SIGIR 2019: 36 - [c208]Raphael Tang, Ferhan Türe, Jimmy Lin:
Yelling at Your TV: An Analysis of Speech Recognition Errors and Subsequent User Behavior on Entertainment Systems. SIGIR 2019: 853-856 - [c207]Jimmy Lin, Peilin Yang:
The Impact of Score Ties on Repeatability in Document Ranking. SIGIR 2019: 1125-1128 - [c206]Wei Yang, Kuang Lu, Peilin Yang, Jimmy Lin:
Critically Examining the "Neural Hype": Weak Baselines and the Additivity of Effectiveness Gains from Neural Ranking Models. SIGIR 2019: 1129-1132 - [c205]Ryan Clancy, Toke Eskildsen, Nick Ruest
, Jimmy Lin:
Solr Integration in the Anserini Information Retrieval Toolkit. SIGIR 2019: 1285-1288 - [c204]Ryan Clancy, Jaejun Lee, Zeynep Akkalyoncu Yilmaz, Jimmy Lin:
Information Retrieval Meets Scalable Text Analytics: Solr Integration with Spark. SIGIR 2019: 1313-1316 - [c203]Ferhan Türe, Jinfeng Rao, Raphael Tang, Jimmy Lin:
Challenges and Opportunities in Understanding Spoken Queries Directed at Modern Entertainment Platforms. SIGIR 2019: 1375-1376 - [c202]Ryan Clancy, Nicola Ferro, Claudia Hauff, Jimmy Lin, Tetsuya Sakai, Ze Zhong Wu:
The SIGIR 2019 Open-Source IR Replicability Challenge (OSIRRC 2019). SIGIR 2019: 1432-1434 - [c201]Jheng-Hong Yang, Sheng-Chieh Lin, Chuan-Ju Wang, Jimmy Lin, Ming-Feng Tsai:
Query and Answer Expansion from Conversation History. TREC 2019 - [e3]Ryan Clancy, Nicola Ferro, Claudia Hauff, Jimmy Lin, Tetsuya Sakai, Ze Zhong Wu:
Proceedings of the Open-Source IR Replicability Challenge co-located with 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, OSIRRC@SIGIR 2019, Paris, France, July 25, 2019. CEUR Workshop Proceedings 2409, CEUR-WS.org 2019 [contents] - [i62]Wei Yang, Yuqing Xie, Aileen Lin, Xingyu Li, Luchen Tan, Kun Xiong, Ming Li, Jimmy Lin:
End-to-End Open-Domain Question Answering with BERTserini. CoRR abs/1902.01718 (2019) - [i61]Michael Azmy, Peng Shi, Jimmy Lin, Ihab F. Ilyas:
Matching Entities Across Different Knowledge Graphs with Graph Embeddings. CoRR abs/1903.06607 (2019) - [i60]Wei Yang, Haotian Zhang, Jimmy Lin:
Simple Applications of BERT for Ad Hoc Document Retrieval. CoRR abs/1903.10972 (2019) - [i59]Raphael Tang, Yao Lu, Linqing Liu, Lili Mou, Olga Vechtomova, Jimmy Lin:
Distilling Task-Specific Knowledge from BERT into Simple Neural Networks. CoRR abs/1903.12136 (2019) - [i58]Peng Shi, Jimmy Lin:
Simple BERT Models for Relation Extraction and Semantic Role Labeling. CoRR abs/1904.05255 (2019) - [i57]Wei Yang, Yuqing Xie, Luchen Tan, Kun Xiong, Ming Li, Jimmy Lin:
Data Augmentation for BERT Fine-Tuning in Open-Domain Question Answering. CoRR abs/1904.06652 (2019) - [i56]Rodrigo Frassetto Nogueira, Wei Yang, Jimmy Lin, Kyunghyun Cho:
Document Expansion by Query Prediction. CoRR abs/1904.08375 (2019) - [i55]Ashutosh Adhikari, Achyudh Ram, Raphael Tang, Jimmy Lin:
DocBERT: BERT for Document Classification. CoRR abs/1904.08398 (2019) - [i54]Jimmy Lin:
The Simplest Thing That Can Possibly Work: Pseudo-Relevance Feedback Using Text Classification. CoRR abs/1904.08861 (2019) - [i53]Wei Yang, Kuang Lu, Peilin Yang, Jimmy Lin:
Critically Examining the "Neural Hype": Weak Baselines and the Additivity of Effectiveness Gains from Neural Ranking Models. CoRR abs/1904.09171 (2019) - [i52]Hamidreza Shahidi, Ming Li, Jimmy Lin:
Two Birds, One Stone: A Simple, Unified Model for Text Generation from Structured and Unstructured Data. CoRR abs/1909.10158 (2019) - [i51]Hsiu-Wei Yang, Yanyan Zou, Peng Shi, Wei Lu, Jimmy Lin, Xu Sun:
Aligning Cross-Lingual Entities with Multi-Aspect Information. CoRR abs/1910.06575 (2019) - [i50]Tommaso Teofili, Jimmy Lin:
Lucene for Approximate Nearest-Neighbors Search on Arbitrary Dense Vectors. CoRR abs/1910.10208 (2019) - [i49]Jimmy Lin, Lori Paniak, Gordon Boerke:
The Performance Envelope of Inverted Indexing on Modern Hardware. CoRR abs/1910.11028 (2019) - [i48]Rodrigo Frassetto Nogueira, Wei Yang, Kyunghyun Cho, Jimmy Lin:
Multi-Stage Document Ranking with BERT. CoRR abs/1910.14424 (2019) - [i47]Yinan Zhang, Raphael Tang, Jimmy Lin:
Explicit Pairwise Word Interaction Modeling Improves Pretrained Transformers for English Semantic Similarity Tasks. CoRR abs/1911.02847 (2019) - [i46]Peng Shi, Jimmy Lin:
Cross-Lingual Relevance Transfer for Document Retrieval. CoRR abs/1911.02989 (2019) - [i45]Jaejun Lee, Raphael Tang, Jimmy Lin:
What Would Elsa Do? Freezing Layers During Transformer Fine-Tuning. CoRR abs/1911.03090 (2019) - [i44]Linqing Liu, Huan Wang, Jimmy Lin, Richard Socher, Caiming Xiong:
Attentive Student Meets Multi-Task Teacher: Improved Knowledge Distillation for Pretrained Models. CoRR abs/1911.03588 (2019) - [i43]Martin Gauch, Juliane Mai, Jimmy Lin:
The Proper Care and Feeding of CAMELS: How Limited Training Data Affects Streamflow Prediction. CoRR abs/1911.07249 (2019) - [i42]Achyudh Ram, Ji Xin, Meiyappan Nagappan, Yaoliang Yu, Rocío Cabrera Lozoya, Antonino Sabetta, Jimmy Lin:
Exploiting Token and Path-based Representations of Code for Identifying Security-Relevant Commits. CoRR abs/1911.07620 (2019) - 2018
- [j53]Jimmy Lin:
Scale Up or Scale Out for Graph Processing? IEEE Internet Comput. 22(3): 72-78 (2018) - [j52]Frank Hopfgartner
, Allan Hanbury, Henning Müller
, Ivan Eggel, Krisztian Balog, Torben Brodt, Gordon V. Cormack, Jimmy Lin, Jayashree Kalpathy-Cramer, Noriko Kando
, Makoto P. Kato, Anastasia Krithara
, Tim Gollub, Martin Potthast
, Evelyne Viegas, Simon Mercer:
Evaluation-as-a-Service for the Computational Sciences: Overview and Outlook. ACM J. Data Inf. Qual. 10(4): 15:1-15:32 (2018) - [j51]Peilin Yang, Hui Fang
, Jimmy Lin:
Anserini: Reproducible Ranking Baselines Using Lucene. ACM J. Data Inf. Qual. 10(4): 16:1-16:20 (2018) - [j50]Jimmy Lin:
The Neural Hype and Comparisons Against Weak Baselines. SIGIR Forum 52(2): 40-51 (2018) - [c200]Youngbin Kim, Jimmy Lin:
Serverless Data Analytics with Flint. IEEE CLOUD 2018: 451-455 - [c199]Michael Azmy, Peng Shi, Jimmy Lin, Ihab F. Ilyas:
Farewell Freebase: Migrating the SimpleQuestions Dataset to DBpedia. COLING 2018: 2093-2103 - [c198]Jimmy Lin:
Computing without Servers, V8, Rocket Ships, and Other Batsh*t Crazy Ideas in Data Systems. DESIRES 2018: 3-6 - [c197]Ajeet Grewal, Jerry Jiang, Gary Lam, Tristan Jung, Lohith Vuddemarri, Quannan Li, Aaditya Landge, Jimmy Lin:
RecService: Distributed Real-Time Graph Processing at Twitter. HotCloud 2018 - [c196]Raphael Tang, Weijie Wang, Zhucheng Tu, Jimmy Lin:
An Experimental Analysis of the Power Consumption of Convolutional Neural Networks for Keyword Spotting. ICASSP 2018: 5479-5483 - [c195]Raphael Tang, Jimmy Lin:
Deep Residual Learning for Small-Footprint Keyword Spotting. ICASSP 2018: 5484-5488 - [c194]Jinfeng Rao, Ferhan Türe, Jimmy Lin:
Multi-Task Learning with Neural Networks for Voice Query Understanding on an Entertainment Platform. KDD 2018: 636-645 - [c193]Zhucheng Tu, Mengping Li, Jimmy Lin:
Pay-Per-Request Deployment of Neural Network Models Using Serverless Architectures. NAACL-HLT (Demonstrations) 2018: 6-10 - [c192]Yiyun Liang, Zhucheng Tu, Laetitia Huang, Jimmy Lin:
CNNs for NLP in the Browser: Client-Side Deployment and Visualization Opportunities. NAACL-HLT (Demonstrations) 2018: 61-65 - [c191]Salman Mohammed, Peng Shi, Jimmy Lin:
Strong Baselines for Simple Question Answering over Knowledge Graphs with and without Neural Networks. NAACL-HLT (2) 2018: 291-296 - [c190]Jimmy Lin, Salman Mohammed, Royal Sequiera, Luchen Tan:
Update Delivery Mechanisms for Prospective Information Needs: An Analysis of Attention in Mobile Users. SIGIR 2018: 785-794 - [c189]Jinfeng Rao, Ferhan Türe, Jimmy Lin:
What Do Viewers Say to Their TVs?: An Analysis of Voice Queries to Entertainment Systems. SIGIR 2018: 1213-1216 - [c188]Ajeet Grewal, Jimmy Lin:
The Evolution of Content Analysis for Personalized Recommendations at Twitter. SIGIR 2018: 1355-1356 - [c187]Peilin Yang, Srikanth Thiagarajan, Jimmy Lin:
Robust, Scalable, Real-Time Event Time Series Aggregation at Twitter. SIGMOD Conference 2018: 595-599 - [c186]Royal Sequiera, Luchen Tan, Jimmy Lin:
Overview of the TREC 2018 Real-Time Summarization Track. TREC 2018 - [c185]Ruifan Yu, Yuhao Xie, Jimmy Lin:
H2oloo at TREC 2018: Cross-Collection Relevance Transfer for the Common Core Track. TREC 2018 - [c184]Joel M. Mackenzie
, J. Shane Culpepper
, Roi Blanco, Matt Crane
, Charles L. A. Clarke, Jimmy Lin:
Query Driven Algorithm Selection in Early Stage Retrieval. WSDM 2018: 396-404 - [r2]Jimmy Lin:
Summarization. Encyclopedia of Database Systems (2nd ed.) 2018 - [i41]Youngbin Kim, Jimmy Lin:
Serverless Data Analytics with Flint. CoRR abs/1803.06354 (2018) - [i40]Kareem El Gebaly, Jimmy Lin:
In-Browser Split-Execution Support for Interactive Analytics in the Cloud. CoRR abs/1804.08822 (2018) - [i39]Jinfeng Rao, Wei Yang, Yuhao Zhang, Ferhan Türe, Jimmy Lin:
Multi-Perspective Relevance Matching with Hierarchical ConvNets for Social Media Search. CoRR abs/1805.08159 (2018) - [i38]Ahmed El-Roby, Khalid Ammar, Ashraf Aboulnaga, Jimmy Lin:
Sapphire: Querying RDF Data Made Simple. CoRR abs/1805.11728 (2018) - [i37]Jimmy Lin, Peilin Yang:
Repeatability Corner Cases in Document Ranking: The Impact of Score Ties. CoRR abs/1807.05798 (2018) - [i36]Raphael Tang, Jimmy Lin:
Adaptive Pruning of Neural Language Models for Mobile Devices. CoRR abs/1809.10282 (2018) - [i35]Jaejun Lee, Raphael Tang, Jimmy Lin:
JavaScript Convolutional Neural Networks for Keyword Spotting in the Browser: An Experimental Analysis. CoRR abs/1810.12859 (2018) - [i34]Raphael Tang, Jimmy Lin:
Progress and Tradeoffs in Neural Language Models. CoRR abs/1811.00942 (2018) - [i33]Peng Shi, Jinfeng Rao, Jimmy Lin:
Simple Attention-Based Representation Learning for Ranking Short Social Media Posts. CoRR abs/1811.01013 (2018) - [i32]Raphael Tang, Ashutosh Adhikari, Jimmy Lin:
FLOPs as a Direct Optimization Objective for Learning Sparse Neural Networks. CoRR abs/1811.03060 (2018) - [i31]Raphael Tang, Gefei Yang, Hong Wei, Yajie Mao, Ferhan Türe, Jimmy Lin:
Streaming Voice Query Recognition using Causal Convolutional Recurrent Neural Networks. CoRR abs/1812.07754 (2018) - 2017
- [j49]Jimmy Lin:
In Defense of MapReduce. IEEE Internet Comput. 21(3): 94-98 (2017) - [j48]Jimmy Lin:
The Lambda and the Kappa. IEEE Internet Comput. 21(5): 60-66 (2017) - [j47]Jimmy Lin, Andrew Trotman
:
The role of index compression in score-at-a-time query evaluation. Inf. Retr. J. 20(3): 199-220 (2017) - [j46]Jimmy Lin, Ian Milligan
, Jeremy Wiebe, Alice Zhou:
Warcbase: Scalable Analytics Infrastructure for Exploring Web Archives. ACM Journal on Computing and Cultural Heritage 10(4): 22:1-22:30 (2017) - [j45]Siddhartha Sahu, Amine Mhedhbi, Semih Salihoglu, Jimmy Lin, M. Tamer Özsu:
The Ubiquity of Large Graphs and Surprising Challenges of Graph Processing. Proc. VLDB Endow. 11(4): 420-431 (2017) - [c183]Gaurav Baruah, Richard McCreadie, Jimmy Lin:
A Comparison of Nuggets and Clusters for Evaluating Timeline Summaries. CIKM 2017: 67-76 - [c182]Jinfeng Rao, Ferhan Türe, Hua He, Oliver Jojic, Jimmy Lin:
Talking to Your TV: Context-Aware Voice Search with Hierarchical Recurrent Neural Networks. CIKM 2017: 557-566 - [c181]Hua He, Kris Ganjam, Navendu Jain, Jessica Lundin, Ryen White, Jimmy Lin:
An Insight Extraction System on BioMedical Literature with Deep Neural Networks. EMNLP 2017: 2691-2701 - [c180]Anil Pacaci, Alice Zhou, Jimmy Lin, M. Tamer Özsu
:
Do We Need Specialized Graph Databases?: Benchmarking Real-Time Social Networking Applications. GRADES@SIGMOD/PODS 2017: 12:1-12:7 - [c179]Jinfeng Rao, Ferhan Türe, Xing Niu, Jimmy Lin:
Mining the Temporal Statistics of Query Terms for Searching Social Media Posts. ICTIR 2017: 133-140 - [c178]Matt Crane
, Jimmy Lin:
An Exploration of Serverless Architectures for Information Retrieval. ICTIR 2017: 241-244 - [c177]Gaurav Baruah, Jimmy Lin:
The Pareto Frontier of Utility Models as a Framework for Evaluating Push Notification Systems. ICTIR 2017: 253-256 - [c176]Salman Mohammed, Matt Crane
, Jimmy Lin:
Quantization in Append-Only Collections. ICTIR 2017: 265-268 - [c175]Babak Ehteshami Bejnordi, Jimmy Lin, Ben Glass, Maeve Mullooly
, Gretchen L. Gierach
, Mark E. Sherman, Nico Karssemeijer, Jeroen van der Laak
, Andrew H. Beck:
Deep learning-based assessment of tumor-associated stroma for diagnosing breast cancer in histopathology images. ISBI 2017: 929-932 - [c174]Adam Roegiest, Luchen Tan, Jimmy Lin:
Online In-Situ Interleaved Evaluation of Real-Time Push Notification Systems. SIGIR 2017: 415-424 - [c173]Luchen Tan, Gaurav Baruah, Jimmy Lin:
On the Reusability of "Living Labs" Test Collections: : A Case Study of Real-Time Summarization. SIGIR 2017: 793-796 - [c172]Haotian Zhang, Jinfeng Rao, Jimmy Lin, Mark D. Smucker
:
Automatically Extracting High-Quality Negative Examples for Answer Selection in Question Answering. SIGIR 2017: 797-800 - [c171]Jinfeng Rao, Hua He, Jimmy Lin:
Experiments with Convolutional Neural Network Models for Answer Selection. SIGIR 2017: 1217-1220 - [c170]Royal Sequiera, Jimmy Lin:
Finally, a Downloadable Test Collection of Tweets. SIGIR 2017: 1225-1228 - [c169]Peilin Yang, Hui Fang
, Jimmy Lin:
Anserini: Enabling the Use of Lucene for Information Retrieval Research. SIGIR 2017: 1253-1256 - [c168]Nimesh Ghelani, Salman Mohammed, Shine Wang, Jimmy Lin:
Event Detection on Curated Tweet Streams. SIGIR 2017: 1325-1328 - [c167]Leif Azzopardi, Matt Crane
, Hui Fang, Grant Ingersoll, Jimmy Lin, Yashar Moshfeghi
, Harrisen Scells
, Peilin Yang, Guido Zuccon
:
The Lucene for Information Access and Retrieval Research (LIARR) Workshop at SIGIR 2017. SIGIR 2017: 1429-1430 - [c166]Kareem El Gebaly, Jimmy Lin:
In-Browser Interactive SQL Analytics with Afterburner. SIGMOD Conference 2017: 1623-1626 - [c165]Jimmy Lin, Salman Mohammed, Royal Sequiera, Luchen Tan, Nimesh Ghelani, Mustafa Abualsaud, Richard McCreadie, Dmitrijs Milajevs, Ellen M. Voorhees:
Overview of the TREC 2017 Real-Time Summarization Track. TREC 2017 - [c164]Ziquan Wang, Borui Lin, Ian Milligan, Jimmy Lin:
Topic Shifts Between Two US Presidential Administrations. WADL 2017: 13 - [c163]Matt Crane
, J. Shane Culpepper
, Jimmy Lin, Joel M. Mackenzie
, Andrew Trotman:
A Comparison of Document-at-a-Time and Score-at-a-Time Query Evaluation. WSDM 2017: 201-210 - [c162]Yulu Wang, Jimmy Lin:
Partitioning and Segment Organization Strategies for Real-Time Selective Search on Document Streams. WSDM 2017: 221-230 - [c161]Charles L. A. Clarke, Gordon V. Cormack, Jimmy Lin, Adam Roegiest:
Ten Blue Links on Mars. WWW 2017: 273-281 - [p1]Carol Shen, Tony Shen
, Jimmy Lin:
Comparative Assessment of Alignment Algorithms for NGS Data: Features, Considerations, Implementations, and Future. Algorithms for Next-Generation Sequencing Data 2017: 187-202 - [i30]Babak Ehteshami Bejnordi, Jimmy Lin, Ben Glass, Maeve Mullooly, Gretchen L. Gierach, Mark E. Sherman, Nico Karssemeijer, Jeroen van der Laak, Andrew H. Beck:
Deep learning-based assessment of tumor-associated stroma for diagnosing breast cancer in histopathology images. CoRR abs/1702.05803 (2017) - [i29]Joel M. Mackenzie, J. Shane Culpepper, Roi Blanco, Matt Crane
, Charles L. A. Clarke, Jimmy Lin:
Efficient and Effective Tail Latency Minimization in Multi-Stage Retrieval Systems. CoRR abs/1704.03970 (2017) - [i28]Salman Mohammed, Nimesh Ghelani, Jimmy Lin:
Distant Supervision for Topic Classification of Tweets in Curated Streams. CoRR abs/1704.06726 (2017) - [i27]Jinfeng Rao, Ferhan Türe, Hua He, Oliver Jojic, Jimmy Lin:
Talking to Your TV: Context-Aware Voice Search with Hierarchical Recurrent Neural Networks. CoRR abs/1705.04892 (2017) - [i26]Jinfeng Rao, Hua He, Haotian Zhang, Ferhan Türe, Royal Sequiera, Salman Mohammed, Jimmy Lin:
Integrating Lexical and Temporal Signals in Neural Ranking Models for Searching Social Media Streams. CoRR abs/1707.07792 (2017) - [i25]Royal Sequiera, Gaurav Baruah, Zhucheng Tu, Salman Mohammed, Jinfeng Rao, Haotian Zhang, Jimmy Lin:
Exploring the Effectiveness of Convolutional Neural Networks for Answer Selection in End-to-End Question Answering. CoRR abs/1707.07804 (2017) - [i24]Zhucheng Tu, Matt Crane
, Royal Sequiera, Junchen Zhang, Jimmy Lin:
An Exploration of Approaches to Integrating Neural Reranking Models in Multi-Stage Ranking Architectures. CoRR abs/1707.08275 (2017) - [i23]Siddhartha Sahu, Amine Mhedhbi, Semih Salihoglu, Jimmy Lin, M. Tamer Özsu:
The Ubiquity of Large Graphs and Surprising Challenges of Graph Processing: A User Survey. CoRR abs/1709.03188 (2017) - [i22]Raphael Tang, Jimmy Lin:
Honk: A PyTorch Reimplementation of Convolutional Neural Networks for Keyword Spotting. CoRR abs/1710.06554 (2017) - [i21]Raphael Tang, Jimmy Lin:
Deep Residual Learning for Small-Footprint Keyword Spotting. CoRR abs/1710.10361 (2017) - [i20]Raphael Tang, Weijie Wang, Zhucheng Tu, Jimmy Lin:
An Experimental Analysis of the Power Consumption of Convolutional Neural Networks for Keyword Spotting. CoRR abs/1711.00333 (2017) - [i19]Salman Mohammed, Peng Shi, Jimmy Lin:
Strong Baselines for Simple Question Answering over Knowledge Graphs with and without Neural Networks. CoRR abs/1712.01969 (2017) - 2016
- [j44]Jimmy Lin, Charles L. A. Clarke, Gaurav Baruah:
Searching from Mars. IEEE Internet Comput. 20(1): 78-82 (2016) - [j43]Jimmy Lin, Kareem El Gebaly:
The Future of Big Data Is ... JavaScript? IEEE Internet Comput. 20(5): 82-88 (2016) - [j42]Aneesh Sharma, Jerry Jiang, Praveen Bommannavar, Brian Larson, Jimmy Lin:
GraphJet: Real-Time Content Recommendations at Twitter. Proc. VLDB Endow. 9(13): 1281-1292 (2016) - [j41]Ahmed El-Roby, Khaled Ammar, Ashraf Aboulnaga
, Jimmy Lin:
Sapphire: Querying RDF Data Made Simple. Proc. VLDB Endow. 9(13): 1481-1484 (2016) - [j40]Abdul Quamar, Amol Deshpande, Jimmy Lin:
NScale: neighborhood-centric large-scale graph analytics in the cloud. VLDB J. 25(2): 125-150 (2016) - [c160]Andrew Trotman, Jimmy Lin:
In Vacuo and In Situ Evaluation of SIMD Codecs. ADCS 2016: 1-8 - [c159]J. Shane Culpepper, Charles L. A. Clarke, Jimmy Lin:
Dynamic Cutoff Prediction in Multi-Stage Retrieval Systems. ADCS 2016: 17-24 - [c158]Cody Buntain
, Jimmy Lin, Jennifer Golbeck:
Discovering key moments in social media streams. CCNC 2016: 366-374 - [c157]Jinfeng Rao, Hua He, Jimmy Lin:
Noise-Contrastive Estimation for Answer Selection with Deep Neural Networks. CIKM 2016: 1913-1916 - [c156]Gaurav Baruah, Haotian Zhang, Rakesh Guttikonda, Jimmy Lin, Mark D. Smucker
, Olga Vechtomova
:
Optimizing Nugget Annotations with Active Learning. CIKM 2016: 2359-2364 - [c155]Ian Milligan, Jimmy Lin, Jeremy Wiebe, Alice Zhou:
Exploring and Discovering Archive-It Collections with Warcbase. DH 2016: 285-288 - [c154]Jimmy Lin, Matt Crane
, Andrew Trotman
, Jamie Callan, Ishan Chattopadhyaya, John Foley, Grant Ingersoll, Craig MacDonald, Sebastiano Vigna
:
Toward Reproducible Baselines: The Open-Source IR Reproducibility Challenge. ECIR 2016: 408-420 - [c153]Jinfeng Rao, Xing Niu, Jimmy Lin:
Compressing and Decoding Term Statistics Time Series. ECIR 2016: 675-681 - [c152]Charles L. A. Clarke, Gordon V. Cormack, Jimmy Lin, Adam Roegiest:
Total Recall: Blue Sky on Mars. ICTIR 2016: 45-48 - [c151]Jiaul H. Paik, Jimmy Lin:
Retrievability in API-Based "Evaluation as a Service". ICTIR 2016: 91-94 - [c150]Ahmed Elbagoury, Matt Crane
, Jimmy Lin:
Rank-at-a-Time Query Processing. ICTIR 2016: 229-232 - [c149]Jinfeng Rao, Jimmy Lin:
Temporal Query Expansion Using a Continuous Hidden Markov Model. ICTIR 2016: 295-298 - [c148]Andrew Jackson, Jimmy Lin, Ian Milligan
, Nick Ruest
:
Desiderata for Exploratory Search Interfaces to Web Archives in Support of Scholarly Activities. JCDL 2016: 103-106 - [c147]Ian Milligan
, Nick Ruest
, Jimmy Lin:
Content Selection and Curation for Web Archiving: The Gatekeepers vs. the Masses. JCDL 2016: 107-110 - [c146]Jimmy Lin, Zhucheng Tu, Michael Rose, Patrick White:
Prizm: A Wireless Access Point for Proxy-Based Web Lifelogging. LTA@MM 2016: 19-25 - [c145]Hua He, Jimmy Lin:
Pairwise Word Interaction Modeling with Deep Neural Networks for Semantic Similarity Measurement. HLT-NAACL 2016: 937-948 - [c144]Douglas W. Oard, Katie Shilton, Jimmy Lin:
Evaluating Search Among Secrets. EVIA@NTCIR 2016 - [c143]Praveen Bommannavar, Jimmy Lin, Anand Rajaraman:
Estimating topical volume in social media streams. SAC 2016: 1096-1101 - [c142]Hua He, John Wieting, Kevin Gimpel, Jinfeng Rao, Jimmy Lin:
UMD-TTIC-UW at SemEval-2016 Task 1: Attention-Based Multi-Perspective Convolutional Neural Networks for Textual Similarity Measurement. SemEval@NAACL-HLT 2016: 1103-1108 - [c141]Xin Qian, Jimmy Lin, Adam Roegiest:
Interleaved Evaluation for Retrospective Summarization and Prospective Notification on Document Streams. SIGIR 2016: 175-184 - [c140]Luchen Tan, Adam Roegiest, Jimmy Lin, Charles L. A. Clarke:
An Exploration of Evaluation Metrics for Mobile Push Notifications. SIGIR 2016: 741-744 - [c139]Cody Buntain
, Jimmy Lin:
Burst Detection in Social Media Streams for Tracking Interest Profiles in Real Time. SIGIR 2016: 777-780 - [c138]Haotian Zhang, Jimmy Lin, Gordon V. Cormack, Mark D. Smucker
:
Sampling Strategies and Active Learning for Volume Estimation. SIGIR 2016: 981-984 - [c137]Luchen Tan, Adam Roegiest, Charles L. A. Clarke, Jimmy Lin:
Simple Dynamic Emission Strategies for Microblog Filtering. SIGIR 2016: 1009-1012 - [c136]Adam Roegiest, Luchen Tan, Jimmy Lin, Charles L. A. Clarke:
A Platform for Streaming Push Notifications to Mobile Assessors. SIGIR 2016: 1077-1080 - [c135]Jimmy Lin, Adam Roegiest, Luchen Tan, Richard McCreadie, Ellen M. Voorhees, Fernando Diaz:
Overview of the TREC 2016 Real-Time Summarization Track. TREC 2016 - [i18]Kareem El Gebaly, Jimmy Lin:
Afterburner: The Case for In-Browser Analytics. CoRR abs/1605.04035 (2016) - [i17]Luchen Tan, Jimmy Lin, Adam Roegiest, Charles L. A. Clarke:
The Effects of Latency Penalties in Evaluating Push Notification Systems. CoRR abs/1606.03066 (2016) - [i16]J. Shane Culpepper, Charles L. A. Clarke, Jimmy Lin:
Dynamic Trade-Off Prediction in Multi-Stage Retrieval Systems. CoRR abs/1610.02502 (2016) - [i15]Charles L. A. Clarke, Gordon V. Cormack, Jimmy Lin, Adam Roegiest:
Ten Blue Links on Mars. CoRR abs/1610.06468 (2016) - 2015
- [j39]Jimmy Lin:
Is Big Data a Transient Problem? IEEE Internet Comput. 19(5): 86-90 (2015) - [j38]Frank Hopfgartner
, Allan Hanbury, Henning Müller, Noriko Kando, Simon Mercer, Jayashree Kalpathy-Cramer, Martin Potthast
, Tim Gollub, Anastasia Krithara, Jimmy Lin, Krisztian Balog, Ivan Eggel:
Report on the Evaluation-as-a-Service (EaaS) Expert Workshop. SIGIR Forum 49(1): 57-65 (2015) - [j37]Jaime Arguello, Matt Crane
, Fernando Diaz, Jimmy Lin, Andrew Trotman
:
Report on the SIGIR 2015 Workshop on Reproducibility, Inexplicability, and Generalizability of Results (RIGOR). SIGIR Forum 49(2): 107-116 (2015) - [j36]Hua He, Jimmy Lin, Adam Lopez:
Gappy Pattern Matching on GPUs for On-Demand Extraction of Hierarchical Translation Grammars. Trans. Assoc. Comput. Linguistics 3: 87-100 (2015) - [c134]Jinfeng Rao, Jimmy Lin, Miles Efron:
Reproducible Experiments on Lexical and Temporal Feedback for Tweet Search. ECIR 2015: 755-767 - [c133]Hua He, Kevin Gimpel, Jimmy Lin:
Multi-Perspective Sentence Similarity Modeling with Convolutional Neural Networks. EMNLP 2015: 1576-1586 - [c132]Jimmy Lin, Andrew Trotman
:
Anytime Ranking for Impact-Ordered Indexes. ICTIR 2015: 301-304 - [c131]Jimmy Lin:
Building a Self-Contained Search Engine in the Browser. ICTIR 2015: 309-312 - [c130]Yulu Wang, Jimmy Lin:
The Feasibility of Brute Force Scans for Real-Time Tweet Search. ICTIR 2015: 321-324 - [c129]Sarah Weissman, Samet Ayhan, Joshua Bradley, Jimmy Lin:
Identifying Duplicate and Contradictory Information in Wikipedia. JCDL 2015: 57-60 - [c128]Jimmy Lin:
The Sum of All Human Knowledge in Your Pocket: Full-Text Searchable Wikipedia on a Raspberry Pi. JCDL 2015: 85-86 - [c127]Dean F. Sittig
, Allison B. McCoy
, Adam Wright
, Jimmy Lin:
Developing an Open-Source Bibliometric Ranking Website Using Google Scholar Citation Profiles for Researchers in the Field of Biomedical Informatics. MedInfo 2015: 1004 - [c126]Yulu Wang, Garrick Sherman, Jimmy Lin, Miles Efron:
Assessor Differences and User Preferences in Tweet Timeline Generation. SIGIR 2015: 615-624 - [c125]Jaime Arguello, Fernando Diaz, Jimmy Lin, Andrew Trotman
:
SIGIR 2015 Workshop on Reproducibility, Inexplicability, and Generalizability of Results (RIGOR). SIGIR 2015: 1147-1148 - [c124]Cody Buntain, Jimmy Lin:
Burst Detection in Social Media Streams for Tracking Interest Profiles in Real Time. TREC 2015 - [c123]Jimmy Lin, Miles Efron, Garrick Sherman, Yulu Wang, Ellen M. Voorhees:
Overview of the TREC-2015 Microblog Track. TREC 2015 - [c122]Jimmy Lin:
Scaling Down Distributed Infrastructure on Wimpy Machines for Personal Web Archiving. WWW (Companion Volume) 2015: 1351-1355 - [i14]Cody Buntain, Jimmy Lin, Jennifer Golbeck:
Learning to Discover Key Moments in Social Media Streams. CoRR abs/1508.00488 (2015) - [i13]Allan Hanbury, Henning Müller, Krisztian Balog, Torben Brodt, Gordon V. Cormack, Ivan Eggel, Tim Gollub, Frank Hopfgartner
, Jayashree Kalpathy-Cramer, Noriko Kando, Anastasia Krithara, Jimmy Lin, Simon Mercer, Martin Potthast:
Evaluation-as-a-Service: Overview and Outlook. CoRR abs/1512.07454 (2015) - 2014
- [j35]Pankaj Gupta, Venu Satuluri, Ajeet Grewal, Siva Gurumurthy, Volodymyr Zhabiuk, Quannan Li, Jimmy Lin:
Real-Time Twitter Recommendation: Online Motif Detection in Large Dynamic Graphs. Proc. VLDB Endow. 7(13): 1379-1380 (2014) - [j34]P. Oscar Boykin, Sam Ritchie
, Ian O'Connell, Jimmy Lin:
Summingbird: A Framework for Integrating Batch and Online MapReduce Computations. Proc. VLDB Endow. 7(13): 1441-1451 (2014) - [j33]Abdul Quamar, Amol Deshpande, Jimmy Lin:
NScale: Neighborhood-centric Analytics on Large Graphs. Proc. VLDB Endow. 7(13): 1673-1676 (2014) - [j32]Nima Asadi, Jimmy Lin, Arjen P. de Vries
:
Runtime Optimizations for Tree-Based Machine Learning Models. IEEE Trans. Knowl. Data Eng. 26(9): 2281-2292 (2014) - [j31]Ferhan Türe, Jimmy Lin:
Exploiting Representations from Statistical Machine Translation for Cross-Language Information Retrieval. ACM Trans. Inf. Syst. 32(4): 19:1-19:32 (2014) - [c121]Alan Said
, Alejandro Bellogín
, Jimmy Lin, Arjen P. de Vries
:
Do recommendations matter?: news recommendation in real life. CSCW Companion 2014: 237-240 - [c120]Gebrekirstos G. Gebremeskel, Jiyin He, Arjen P. de Vries, Jimmy Lin:
Cumulative Citation Recommendation: A Feature-Aware Comparison of Approaches. DEXA Workshops 2014: 193-197 - [c119]Jimmy Lin, Kari Kraus, Ricardo L. Punzalan:
Supporting "Distant Reading" for Web Archives. DH 2014 - [c118]Yulu Wang, Jimmy Lin:
The Impact of Future Term Statistics in Real-Time Tweet Search. ECIR 2014: 567-572 - [c117]Hannes Mühleisen, Thaer Samar, Jimmy Lin, Arjen P. de Vries
:
Column Stores as an IR Prototyping Tool. ECIR 2014: 789-792 - [c116]K. Ashwin Kumar, Jonathan Gluck, Amol Deshpande, Jimmy Lin:
Optimization Techniques for "Scaling Down" Hadoop on Multi-Core, Shared-Memory Systems. EDBT 2014: 13-24 - [c115]Jinfeng Rao, Jimmy Lin, Hanan Samet:
Partitioning strategies for spatio-textual similarity join. BigSpatial@SIGSPATIAL 2014: 40-49 - [c114]Krist Wongsuphasawat, Jimmy Lin:
Using visualizations to monitor changes and harvest insights from a global-scale logging infrastructure at Twitter. IEEE VAST 2014: 113-122 - [c113]Zhengzheng Xu, Dan Goldwasser, Benjamin B. Bederson
, Jimmy Lin:
Visual analytics of MOOCs at maryland. L@S 2014: 195-196 - [c112]Miles Efron, Jimmy Lin, Jiyin He, Arjen P. de Vries
:
Temporal feedback for tweet search with non-parametric density estimation. SIGIR 2014: 33-42 - [c111]Hannes Mühleisen, Thaer Samar, Jimmy Lin, Arjen P. de Vries
:
Old dogs are great at new tricks: column stores for ir prototyping. SIGIR 2014: 863-866 - [c110]Ellen M. Voorhees
, Jimmy Lin, Miles Efron:
On run diversity in Evaluation as a Service. SIGIR 2014: 959-962 - [c109]Jimmy Lin, Yulu Wang, Miles Efron, Garrick Sherman:
Overview of the TREC-2014 Microblog Track. TREC 2014 - [c108]Jimmy Lin, Miles Efron:
Infrastructure support for evaluation as a service. WWW (Companion Volume) 2014: 79-82 - [c107]Lidan Wang, Jimmy Lin, Donald Metzler, Jiawei Han:
Learning to efficiently rank on big data. WWW (Companion Volume) 2014: 209-210 - [c106]Seth A. Myers, Aneesh Sharma, Pankaj Gupta, Jimmy Lin:
Information network or social network?: the structure of the twitter follow graph. WWW (Companion Volume) 2014: 493-498 - [c105]Jimmy Lin, Milad Gholami, Jinfeng Rao:
Infrastructure for supporting exploration and discovery in web archives. WWW (Companion Volume) 2014: 851-856 - [e2]Jimmy Lin, Jian Pei, Xiaohua Hu, Wo Chang, Raghunath Nambiar, Charu C. Aggarwal, Nick Cercone, Vasant G. Honavar, Jun Huan, Bamshad Mobasher, Saumyadipta Pyne:
2014 IEEE International Conference on Big Data (IEEE BigData 2014), Washington, DC, USA, October 27-30, 2014. IEEE Computer Society 2014, ISBN 978-1-4799-5665-4 [contents] - [i12]Abdul Quamar, Amol Deshpande, Jimmy Lin:
NScale: Neighborhood-centric Large-Scale Graph Analytics in the Cloud. CoRR abs/1405.1499 (2014) - [i11]Sarah Weissman, Samet Ayhan, Joshua Bradley, Jimmy Lin:
Identifying Duplicate and Contradictory Information in Wikipedia. CoRR abs/1406.1143 (2014) - [i10]Jimmy Lin:
On the Feasibility and Implications of Self-Contained Search Engines in the Browser. CoRR abs/1410.4500 (2014) - 2013
- [j30]Jimmy Lin:
Mapreduce is Good Enough?If All You Have is a Hammer, Throw Away Everything That's Not a Nail! Big Data 1(1): 28-37 (2013) - [j29]Nima Asadi, Jimmy Lin:
Document vector representations for feature extraction in multi-stage document ranking. Inf. Retr. 16(6): 747-768 (2013) - [j28]K. Ashwin Kumar, Jonathan Gluck, Amol Deshpande, Jimmy Lin:
Hone: "Scaling Down" Hadoop on Shared-Memory Systems. Proc. VLDB Endow. 6(12): 1354-1357 (2013) - [j27]Jimmy Lin, Miles Efron:
Evaluation as a service for information retrieval. SIGIR Forum 47(2): 8-14 (2013) - [j26]Nima Asadi, Jimmy Lin:
Fast candidate generation for real-time tweet search with bloom filter chains. ACM Trans. Inf. Syst. 31(3): 13 (2013) - [c104]Vladimir Eidelman, Ke Wu, Ferhan Türe, Philip Resnik, Jimmy Lin:
Mr. MIRA: Open-Source Large-Margin Structured Learning on MapReduce. ACL (Conference System Demonstrations) 2013: 199-204 - [c103]Alan Said
, Jimmy Lin, Alejandro Bellogín
, Arjen P. de Vries
:
A month in the life of a production news recommender system. LivingLab@CIKM 2013: 7-10 - [c102]Nima Asadi, Jimmy Lin:
Training Efficient Tree-Based Models for Document Ranking. ECIR 2013: 146-157 - [c101]Miguel Rios, Jimmy Lin:
Visualizing the "Pulse" of World Cities on Twitter. ICWSM 2013 - [c100]Nima Asadi, Jimmy Lin, Michael Busch:
Dynamic memory allocation policies for postings in real-time Twitter search. KDD 2013: 1186-1194 - [c99]Hua He, Jimmy Lin, Adam Lopez:
Massively Parallel Suffix Array Queries and On-Demand Phrase Extraction for Statistical Machine Translation Using GPUs. HLT-NAACL 2013: 325-334 - [c98]Ferhan Türe, Jimmy Lin:
Flat vs. hierarchical phrase-based translation models for cross-language information retrieval. SIGIR 2013: 813-816 - [c97]Nima Asadi, Jimmy Lin:
Effectiveness/efficiency tradeoffs for candidate generation in multi-stage retrieval architectures. SIGIR 2013: 997-1000 - [c96]Gilad Mishne, Jeff Dalton, Zhenghua Li, Aneesh Sharma, Jimmy Lin:
Fast data in the era of big data: Twitter's real-time related query suggestion architecture. SIGMOD Conference 2013: 1147-1158 - [c95]Alejandro Bellogín, Gebrekirstos G. Gebremeskel, Jiyin He, Alan Said, Thaer Samar, Arjen P. de Vries, Jimmy Lin, Jeroen B. P. Vuurens:
CWI and TU Delft Notebook TREC 2013: Contextual Suggestion, Federated Web Search, KBA, and Web Tracks. TREC 2013 - [c94]Jimmy Lin, Miles Efron:
Overview of the TREC-2013 Microblog Track. TREC 2013 - [c93]Vladimir Eidelman, Ke Wu, Ferhan Türe, Philip Resnik, Jimmy Lin:
Towards Efficient Large-Scale Feature-Rich Statistical Machine Translation. WMT@ACL 2013: 128-133 - [c92]Pankaj Gupta, Ashish Goel, Jimmy Lin, Aneesh Sharma, Dong Wang, Reza Zadeh:
WTF: the who to follow service at Twitter. WWW 2013: 505-514 - [i9]Nima Asadi, Jimmy Lin, Michael Busch:
Dynamic Memory Allocation Policies for Postings in Real-Time Twitter Search. CoRR abs/1302.5302 (2013) - [i8]Jimmy Lin:
Monoidify! Monoids as a Design Principle for Efficient MapReduce Algorithms. CoRR abs/1304.7544 (2013) - [i7]Nima Asadi, Jimmy Lin:
Fast, Incremental Inverted Indexing in Main Memory for Web-Scale Collections. CoRR abs/1305.0699 (2013) - 2012
- [j25]George Lee, Jimmy Lin, Chuang Liu, Andrew Lorek, Dmitriy V. Ryaboy:
The Unified Logging Infrastructure for Data Analytics at Twitter. Proc. VLDB Endow. 5(12): 1771-1780 (2012) - [j24]Jimmy Lin, Dmitriy V. Ryaboy:
Scaling big data mining infrastructure: the twitter experience. SIGKDD Explor. 14(2): 6-19 (2012) - [c91]Nima Asadi, Jimmy Lin:
Fast candidate generation for two-phase document ranking: postings list intersection with bloom filters. CIKM 2012: 2419-2422 - [c90]Ferhan Türe, Jimmy Lin, Douglas W. Oard:
Combining Statistical Translation Techniques for Cross-Language Information Retrieval. COLING 2012: 2685-2702 - [c89]Michael Busch, Krishna Gade, Brian Larson, Patrick Lok, Samuel Luckenbill, Jimmy Lin:
Earlybird: Real-Time Search at Twitter. ICDE 2012: 1360-1369 - [c88]Jimmy Lin, Gilad Mishne:
A Study of "Churn" in Tweets and Real-Time Search Queries. ICWSM 2012 - [c87]Dean McCullough, Jimmy Lin, Craig Macdonald, Iadh Ounis, Richard McCreadie:
Evaluating Real-Time Search over Tweets. ICWSM 2012 - [c86]Ferhan Türe, Jimmy Lin:
Why Not Grab a Free Lunch? Mining Large Corpora for Parallel Sentences to Improve Translation Modeling. HLT-NAACL 2012: 626-630 - [c85]Ferhan Türe, Jimmy Lin, Douglas W. Oard
:
Looking inside the box: context-sensitive translation for cross-language information retrieval. SIGIR 2012: 1105-1106 - [c84]Richard McCreadie, Ian Soboroff, Jimmy Lin, Craig Macdonald, Iadh Ounis
, Dean McCullough:
On building a reusable Twitter corpus. SIGIR 2012: 1113-1114 - [c83]Gilad Mishne, Jimmy Lin:
Twanchor text: a preliminary study of the value of tweets as anchor text. SIGIR 2012: 1159-1160 - [c82]Jimmy Lin, Alek Kolcz:
Large-scale machine learning at twitter. SIGMOD Conference 2012: 793-804 - [c81]Ian Soboroff, Iadh Ounis, Craig Macdonald, Jimmy Lin:
Overview of the TREC-2012 Microblog Track. TREC 2012 - [i6]Jimmy Lin, Gilad Mishne:
A Study of "Churn" in Tweets and Real-Time Search Queries (Extended Version). CoRR abs/1205.6855 (2012) - [i5]George Lee, Jimmy Lin, Chuang Liu, Andrew Lorek, Dmitriy V. Ryaboy:
The Unified Logging Infrastructure for Data Analytics at Twitter. CoRR abs/1208.4171 (2012) - [i4]Jimmy Lin:
MapReduce is Good Enough? If All You Have is a Hammer, Throw Away Everything That's Not a Nail! CoRR abs/1209.2191 (2012) - [i3]Gilad Mishne, Jeff Dalton, Zhenghua Li, Aneesh Sharma, Jimmy Lin:
Fast Data in the Era of Big Data: Twitter's Real-Time Related Query Suggestion Architecture. CoRR abs/1210.7350 (2012) - [i2]Nima Asadi, Jimmy Lin, Arjen P. de Vries:
Runtime Optimizations for Prediction with Tree-Based Models. CoRR abs/1212.2287 (2012) - 2011
- [j23]Gregory V. Chockler
, Eliezer Dekel
, Joseph F. JáJá, Jimmy Lin:
Special Issue on Cloud Computing. J. Parallel Distributed Comput. 71(6): 731 (2011) - [c80]Tamer Elsayed
, Jimmy Lin, Donald Metzler:
When close enough is good enough: approximate positional indexes for efficient ranked retrieval. CIKM 2011: 1993-1996 - [c79]Florian Leibert, Jake Mannix, Jimmy Lin, Babak Hamadani:
Automatic management of partitioned, replicated search services. SoCC 2011: 27 - [c78]Earl J. Wagner, Jimmy Lin:
In-depth accounts and passing mentions in the news: connecting readers to the context of a news event. iConference 2011: 790-791 - [c77]Jimmy Lin, Rion Snow, William Morgan:
Smoothing techniques for adaptive online language models: topic tracking in tweet streams. KDD 2011: 422-429 - [c76]Lidan Wang, Jimmy Lin, Donald Metzler:
A cascade ranking model for efficient ranked retrieval. SIGIR 2011: 105-114 - [c75]Ferhan Türe, Tamer Elsayed
, Jimmy Lin:
No free lunch: brute force vs. locality-sensitive hashing for cross-lingual pairwise similarity. SIGIR 2011: 943-952 - [c74]Nima Asadi, Donald Metzler, Tamer Elsayed
, Jimmy Lin:
Pseudo test collections for learning web search ranking functions. SIGIR 2011: 1073-1082 - [c73]Nima Asadi, Donald Metzler, Jimmy Lin:
Cross-corpus relevance projection. SIGIR 2011: 1163-1164 - [c72]Iadh Ounis, Craig Macdonald, Jimmy Lin, Ian Soboroff:
Overview of the TREC 2011 Microblog Track. TREC 2011 - 2010
- [b2]Jimmy Lin, Chris Dyer:
Data-Intensive Text Processing with MapReduce. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2010, ISBN 978-3-031-01008-8 - [c71]Lidan Wang, Donald Metzler, Jimmy Lin:
Ranking under temporal constraints. CIKM 2010: 79-88 - [c70]Di-Wei Huang, Jimmy Lin:
Scaling Populations of a Genetic Algorithm for Job Shop Scheduling Problems Using MapReduce. CloudCom 2010: 780-785 - [c69]Jimmy Lin, Michael Schatz:
Design patterns for efficient graph algorithms in MapReduce. MLG@KDD 2010: 78-85 - [c68]Jimmy Lin, Chris Dyer:
Data-Intensive Text Processing with MapReduce. NAACL (Tutorial Abstracts) 2010: 1-2 - [c67]Jimmy Lin, Nitin Madnani, Bonnie J. Dorr:
Putting the User in the Loop: Interactive Maximal Marginal Relevance for Query-Focused Summarization. HLT-NAACL 2010: 305-308 - [c66]Lidan Wang, Jimmy Lin, Donald Metzler:
Learning to efficiently rank. SIGIR 2010: 138-145 - [c65]Tamer Elsayed, Nima Asadi, Lidan Wang, Jimmy Lin, Donald Metzler:
UMD and USC/ISI: TREC 2010 Web Track Experiments with Ivory. TREC 2010
2000 – 2009
- 2009
- [j22]Jimmy Lin:
Is searching full text more effective than searching abstracts? BMC Bioinform. 10 (2009) - [j21]Paul T. Jaeger, Jimmy Lin, Justin M. Grimes, Shannon N. Simmons:
Where is the Cloud? Geography, Economics, Environment, and Jurisdiction in Cloud Computing. First Monday 14(5) (2009) - [j20]Jimmy Lin, W. John Wilbur:
Modeling actions of PubMed users with n-gram language models. Inf. Retr. 12(4): 487-503 (2009) - [j19]Timothy Hawes, Jimmy Lin, Philip Resnik:
Elements of a computational model for multi-party discourse: The turn-taking behavior of Supreme Court justices. J. Assoc. Inf. Sci. Technol. 60(8): 1607-1615 (2009) - [j18]Gregory V. Chockler, Eliezer Dekel
, Joseph F. JáJá, Jimmy Lin:
Special Issue of the Journal of Parallel and Distributed Computing: Cloud Computing. J. Parallel Distributed Comput. 69(9): 813 (2009) - [j17]Jimmy Lin, G. Craig Murray, Bonnie J. Dorr
, Jan Hajic, Pavel Pecina
:
A cost-effective lexical acquisition process for large-scale thesaurus translation. Lang. Resour. Evaluation 43(1): 27-40 (2009) - [j16]Judith L. Klavans, Carolyn Sheffield
, Eileen G. Abels, Jimmy Lin, Rebecca J. Passonneau, Tandeep Sidhu, Dagobert Soergel:
Computational linguistics for metadata building (CLiMB): using text mining for the automatic identification, categorization, and disambiguation of subject terms for image metadata. Multim. Tools Appl. 42(1): 115-138 (2009) - [c64]Michael D. Lieberman, Jimmy Lin:
You Are Where You Edit: Locating Wikipedia Contributors through Edit Histories. ICWSM 2009 - [c63]G. Craig Murray, Jimmy Lin, W. John Wilbur, Zhiyong Lu:
Users' adjustments to unsuccessful queries in biomedical search. JCDL 2009: 433-434 - [c62]Jimmy Lin, Chris Dyer:
Data Intensive Text Processing with MapReduce. HLT-NAACL (Tutorial Abstracts) 2009: 1-2 - [c61]Jimmy Lin:
Brute force and indexed approaches to pairwise document similarity comparisons with MapReduce. SIGIR 2009: 155-162 - [c60]Jimmy Lin:
The Curse of Zipf and Limits to Parallelization: An Look at the Stragglers Problem in MapReduce. LSDS-IR@SIGIR 2009 - [c59]Jimmy Lin, Tamer Elsayed, Lidan Wang, Donald Metzler:
Of Ivory and Smurfs: Loxodontan MapReduce Experiments for Web Search. TREC 2009 - [e1]David Wai-Lok Cheung, Il-Yeol Song, Wesley W. Chu, Xiaohua Hu, Jimmy Lin:
Proceedings of the 18th ACM Conference on Information and Knowledge Management, CIKM 2009, Hong Kong, China, November 2-6, 2009. ACM 2009, ISBN 978-1-60558-512-3 [contents] - [r1]Jimmy Lin:
Summarization. Encyclopedia of Database Systems 2009: 2884-2889 - 2008
- [j15]Jimmy Lin:
PageRank without hyperlinks: Reranking with PubMed related article networks for biomedical text retrieval. BMC Bioinform. 9 (2008) - [j14]David M. Zajic, Bonnie J. Dorr
, Jimmy Lin:
Single-document and multi-document summarization techniques for email threads using sentence compression. Inf. Process. Manag. 44(4): 1600-1610 (2008) - [j13]Jimmy Lin, Michael DiCuccio, Vahan Grigoryan, W. John Wilbur:
Navigating information spaces: A case study of related article search in PubMed. Inf. Process. Manag. 44(5): 1771-1783 (2008) - [j12]Jimmy Lin, Philip Fei Wu
, Eileen G. Abels:
Toward automatic facet analysis and need negotiation: Lessons from mediated search. ACM Trans. Inf. Syst. 27(1): 6:1-6:42 (2008) - [c58]Tamer Elsayed, Jimmy Lin, Douglas W. Oard:
Pairwise Document Similarity in Large Collections with MapReduce. ACL (2) 2008: 265-268 - [c57]Jimmy Lin:
Scalable Language Processing Algorithms for the Masses: A Case Study in Computing Word Co-occurrence Matrices with MapReduce. EMNLP 2008: 419-428 - [c56]Judith L. Klavans, Carolyn Sheffield
, Jimmy Lin, Tandeep Sidhu:
Computational linguistics for metadata building. JCDL 2008: 427 - [c55]Jimmy Lin, Mark D. Smucker
:
How do users find things with PubMed?: towards automatic utility evaluation with user simulations. SIGIR 2008: 19-26 - [c54]Chris Dyer, Aaron Cordova, Alex Mont, Jimmy Lin:
Fast, Easy, and Cheap: Construction of Statistical Machine Translation Models with MapReduce. WMT@ACL 2008: 199-207 - [i1]Saif M. Mohammad, Bonnie J. Dorr, Melissa Egan, Nitin Madnani, David M. Zajic, Jimmy Lin:
Multiple Alternative Sentence Compressions and Word-Pair Antonymy for Automatic Text Summarization and Recognizing Textual Entailment. TAC 2008 - 2007
- [j11]Jimmy Lin, W. John Wilbur:
PubMed related articles: a probabilistic topic-based model for content similarity. BMC Bioinform. 8 (2007) - [j10]Dina Demner-Fushman, Jimmy Lin:
Answering Clinical Questions with Knowledge-Based and Statistical Techniques. Comput. Linguistics 33(1): 63-103 (2007) - [j9]Jimmy Lin:
User simulations for evaluating answers to question series. Inf. Process. Manag. 43(3): 717-729 (2007) - [j8]David M. Zajic, Bonnie J. Dorr
, Jimmy Lin, Richard M. Schwartz:
Multi-candidate reduction: Sentence compression as a tool for document summarization tasks. Inf. Process. Manag. 43(6): 1549-1570 (2007) - [j7]Jimmy Lin, W. John Wilbur:
Syntactic sentence compression in the biomedical domain: facilitating access to related articles. Inf. Retr. 10(4-5): 393-414 (2007) - [j6]Paul B. Kantor, Jimmy Lin:
Presentation schemes for component analysis in IR experiments. SIGIR Forum 41(1): 34-39 (2007) - [j5]Diane Kelly, Jimmy Lin:
Overview of the TREC 2006 ciQA task. SIGIR Forum 41(1): 107-116 (2007) - [j4]Jimmy Lin:
An exploration of the principles underlying redundancy-based factoid question answering. ACM Trans. Inf. Syst. 25(2): 6 (2007) - [c53]Hoa Trang Dang, Jimmy Lin:
Different Structures for Evaluating Answers to Complex Questions: Pyramids Won't Topple, and Neither Will Human Assessors. ACL 2007 - [c52]Jimmy Lin, Dina Demner-Fushman:
Semantic Clustering of Answers to Clinical Questions. AMIA 2007 - [c51]Tandeep Sidhu, Judith Klavans, Jimmy Lin:
Concept Disambiguation for Improved Subject Access Using Multiple Knowledge Sources. LaTeCH@ACL 2007 2007: 25-32 - [c50]Jimmy Lin:
Is Question Answering Better than Information Retrieval? Towards a Task-Based Evaluation Framework for Question Series. HLT-NAACL 2007: 212-219 - [c49]Jimmy Lin, Pengyi Zhang:
Deconstructing nuggets: the stability and reliability of complex question answering evaluation. SIGIR 2007: 327-334 - [c48]Hoa Trang Dang, Diane Kelly, Jimmy Lin:
Overview of the TREC 2007 Question Answering Track. TREC 2007 - [c47]Nitin Madnani, Jimmy Lin, Bonnie J. Dorr:
TREC 2007 ciQA Task: University of Maryland. TREC 2007 - 2006
- [j3]Jimmy Lin, Dina Demner-Fushman:
Methods for automatically evaluating answers to complex questions. Inf. Retr. 9(5): 565-587 (2006) - [j2]Jimmy Lin, Boris Katz:
Building a reusable test collection for question answering. J. Assoc. Inf. Sci. Technol. 57(7): 851-861 (2006) - [c46]Dina Demner-Fushman, Jimmy Lin:
Answer Extraction, Semantic Clustering, and Extractive Summarization for Clinical Question Answering. ACL 2006 - [c45]Jimmy Lin:
The Role of Information Retrieval in Answering Complex Questions. ACL 2006 - [c44]G. Craig Murray, Bonnie J. Dorr, Jimmy Lin, Jan Hajic, Pavel Pecina:
Leveraging Reusability: Cost-Effective Lexical Acquisition for Large-Scale Ontology Translation. ACL 2006 - [c43]Xiaoli Huang, Jimmy Lin, Dina Demner-Fushman:
Evaluation of PICO as a Knowledge Representation for Clinical Questions. AMIA 2006 - [c42]G. Craig Murray, Jimmy Lin, Abdur Chowdhury:
Identification of user sessions with hierarchical agglomerative clustering. ASIST 2006: 1-9 - [c41]Jimmy Lin, Damianos G. Karakos, Dina Demner-Fushman, Sanjeev Khudanpur:
Generative Content Models for Structural Analysis of Medical Abstracts. BioNLP@NAACL-HLT 2006: 65-72 - [c40]G. Craig Murray, Bonnie J. Dorr, Jimmy Lin, Jan Hajic, Pavel Pecina:
Leveraging Recurrent Phrase Structure in Large-scale Ontology Translation. EAMT 2006 - [c39]Jimmy Lin, Dina Demner-Fushman:
Will Pyramids Built of Nuggets Topple Over?. HLT-NAACL 2006 - [c38]Jimmy Lin, Dina Demner-Fushman:
The role of knowledge in conceptual retrieval: a study in the domain of clinical medicine. SIGIR 2006: 99-106 - [c37]Jimmy Lin, Philip Fei Wu
, Dina Demner-Fushman, Eileen G. Abels:
Exploring the limits of single-iteration clarification dialogs. SIGIR 2006: 469-476 - [c36]G. Craig Murray, Jimmy Lin, Abdur Chowdhury:
Action modeling: language models that predict query behavior. SIGIR 2006: 681-682 - [c35]Hoa Trang Dang, Jimmy Lin, Diane Kelly:
Overview of the TREC 2006 Question Answering Track 99. TREC 2006 - [c34]Douglas W. Oard, Tamer Elsayed, Jianqiang Wang, Yejun Wu, Pengyi Zhang, Eileen G. Abels, Jimmy Lin, Dagobert Soergel:
TREC 2006 at Maryland: Blog, Enterprise, Legal and QA Tracks. TREC 2006 - 2005
- [c33]Jimmy Lin, Dina Demner-Fushman:
Evaluating Summaries and Answers: Two Sides of the Same Coin? IEEvaluation@ACL 2005: 41-48 - [c32]Jimmy Lin, Dina Demner-Fushman:
"Bag of Words" is not enough for Strength of Evidence Classification. AMIA 2005 - [c31]Jimmy Lin, Dina Demner-Fushman:
Automatically Evaluating Answers to Definition Questions. HLT/EMNLP 2005: 931-938 - [c30]Jimmy Lin:
Evaluation of resources for question answering evaluation. SIGIR 2005: 392-399 - [c29]Jimmy Lin, G. Craig Murray:
Assessing the term independence assumption in blind relevance feedback. SIGIR 2005: 635-636 - [c28]Alan R. Aronson, Dina Demner-Fushman, Susanne M. Humphrey, Jimmy Lin, Patrick Ruch, Miguel E. Ruiz, Lawrence H. Smith, Lorraine K. Tanabe, W. John Wilbur, Hongfang Liu:
Fusion of Knowledge-Intensive and Statistical Approaches for Retrieving and Annotating Textual Genomics Documents. TREC 2005 - [c27]Jimmy Lin, Eileen G. Abels, Dina Demner-Fushman, Douglas W. Oard, Philip Fei Wu, Yejun Wu:
A Menagerie of Tracks at Maryland: HARD, Enterprise, QA, and Genomics, Oh My! TREC 2005 - 2004
- [b1]Jimmy Lin:
Event structure and the encoding of arguments: the syntax of the Mandarin and English verb phrase. Massachusetts Institute of Technology, Cambridge, MA, USA, 2004 - [c26]Wesley Hildebrandt, Boris Katz, Jimmy Lin:
Answering Definition Questions Using Multiple Knowledge Sources. HLT-NAACL 2004: 49-56 - [c25]Jimmy Lin:
A Computational Framework for Non-Lexicalist Semantics. HLT-NAACL (Student Research Workshop) 2004 - [c24]Boris Katz, Jimmy Lin, Chris Stauffer, W. Eric L. Grimson:
Answering Questions About Moving Objects in Videos. New Directions in Question Answering 2004: 113-128 - [c23]Boris Katz, Sue Felshin, Jimmy Lin, Gregory Marton:
Viewing the Web as a Virtual Database for Question Answering. New Directions in Question Answering 2004: 215-226 - [c22]Boris Katz, Matthew W. Bilotti, Sue Felshin, Aaron Fernandes, Wesley Hildebrandt, Roni Katzir, Jimmy Lin, Daniel Loreto, Gregory Marton, Federico Mora, Özlem Uzuner:
Answering Multiple Questions on a Topic From Heterogeneous Resources. TREC 2004 - 2003
- [c21]Ali Ibrahim, Boris Katz, Jimmy Lin:
Extracting Structural Paraphrases from Aligned Monolingual Corpora. IWP@ACL 2003: 57-64 - [c20]Jimmy Lin, Dennis Quan, Vineet Sinha, Karun Bakshi, David Huynh, Boris Katz, David R. Karger
:
The role of context in question answering systems. CHI Extended Abstracts 2003: 1006-1007 - [c19]Jimmy Lin, Boris Katz:
Question answering from the web using knowledge annotation and knowledge mining techniques. CIKM 2003: 116-123 - [c18]Boris Katz, Roger Hurwitz, Jimmy Lin, Özlem Uzuner:
Better Public Policy Through Natural Language Information Access. DG.O 2003 - [c17]Boris Katz, Roger Hurwitz, Jimmy Lin, Özlem Uzuner:
START: A Framework for Facilitating E-Rulemaking. DG.O 2003 - [c16]Jimmy Lin, Dennis Quan, Vineet Sinha, Karun Bakshi, David Huynh, Boris Katz, David R. Karger:
What Makes a Good Answer? The Role of Context in Question Answering. INTERACT 2003 - [c15]David R. Karger
, Boris Katz, Jimmy Lin, Dennis Quan:
Sticky notes for the semantic web. IUI 2003: 254-256 - [c14]Boris Katz, Jimmy Lin, Chris Stauffer, W. Eric L. Grimson:
Answering Questions about Moving Objects in Surveillance Videos. New Directions in Question Answering 2003: 145-152 - [c13]Stefanie Tellex, Boris Katz, Jimmy Lin, Aaron Fernandes, Gregory Marton:
Quantitative evaluation of passage retrieval algorithms for question answering. SIGIR 2003: 41-47 - [c12]Boris Katz, Jimmy Lin, Daniel Loreto, Wesley Hildebrandt, Matthew W. Bilotti, Sue Felshin, Aaron Fernandes, Gregory Marton, Federico Mora:
Integrating Web-based and Corpus-based Techniques for Question Answering. TREC 2003: 426-435 - 2002
- [c11]Boris Katz, Jimmy Lin:
Annotating the Semantic Web Using Natural Language. NLPXML@COLING 2002 - [c10]Boris Katz, Jimmy Lin, Dennis Quan:
Natural Language Annotations for the Semantic Web. OTM 2002: 1317-1331 - [c9]Jimmy Lin:
The Web as a Resource for Question Answering: Perspectives and Challenges. LREC 2002 - [c8]Boris Katz, Jimmy Lin, Sue Felshin:
The START Multimedia Information System: Current Technology and Future Directions. Multimedia Information Systems 2002: 117-123 - [c7]Boris Katz, Sue Felshin, Deniz Yuret, Ali Ibrahim, Jimmy Lin, Gregory Marton, Alton Jerome McFarland, Baris Temelkuran:
Omnibase: Uniform Access to Heterogeneous Data for Question Answering. NLDB 2002: 230-234 - [c6]Susan T. Dumais, Michele Banko, Eric Brill, Jimmy Lin, Andrew Y. Ng:
Web question answering: is more always better?. SIGIR 2002: 291-298 - [c5]Jimmy Lin, Aaron Fernandes, Boris Katz, Gregory Marton, Stefanie Tellex:
Extracting Answers from the Web Using Data Annotation and Knowledge Mining Techniques. TREC 2002 - 2001
- [j1]Joyce Y. Chai, Jimmy Lin, Wlodek Zadrozny, Yiming Ye, Margo Stys-Budzikowska, Veronika Horvath, Nanda Kambhatla, Catherine G. Wolf:
The Role of a Natural Language Conversational Interface in Online Sales: A Case Study. Int. J. Speech Technol. 4(3-4): 285-295 (2001) - [c4]Boris Katz, Jimmy Lin, Sue Felshin:
Gathering Knowledge for a Question Answering System from Heterogeneous Information Sources. HTLKM@ACL 2001 - [c3]Eric Brill, Jimmy Lin, Michele Banko, Susan T. Dumais, Andrew Y. Ng:
Data-Intensive Question Answering. TREC 2001 - 2000
- [c2]Joyce Yue Chai, Jimmy Lin, Wlodek Zadrozny, Yiming Ye, Malgorzata Budzikowska, Veronika Horvath, Nanda Kambhatla, Catherine G. Wolf:
Comparative Evaluation of a Natural Language Dialog Based System and a Menu Driven System for Information Access: a Case Study. RIAO 2000: 1590-1600
1990 – 1999
- 1999
- [c1]Boris Katz, Deniz Yuret, Jimmy Lin, Sue Felshin, Rebecca Schulman, Adnan Ilik, Ali Ibrahim, Philip Osafo-Kwaako:
Integrating Web Resources and Lexicons into a Natural Language Query System. ICMCS, Vol. 2 1999: 255-261
Coauthor Index
aka: Carlos Lassance
aka: Geoffrey Craig Murray
aka: Ogundepo Odunayo
aka: Ferhan Türe
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