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ORCIDShafiq R. Joty
Shafiq Joty – Shafiq Rayhan Joty
Person information
- affiliation: Salesforce AI Research, Palo Alto, CA, USA
- affiliation: Nanyang Technological University, Singapore
- affiliation: Hamad Bin Khalifa University, Qatar Computing Research Institute, Qatar
- affiliation: University of British Columbia, Department of Computer Science, Vancouver, Canada
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Journal Articles
- 2024
[j15]Ansong Ni, Pengcheng Yin, Yilun Zhao, Martin Riddell, Troy Feng, Rui Shen, Stephen Yin, Ye Liu, Semih Yavuz, Caiming Xiong, Shafiq Joty, Yingbo Zhou, Dragomir Radev, Arman Cohan:
L2CEval: Evaluating Language-to-Code Generation Capabilities of Large Language Models. Trans. Assoc. Comput. Linguistics 12: 1311-1329 (2024)- [j14]Lingzhi Wang
, Shafiq Joty, Wei Gao, Xingshan Zeng, Kam-Fai Wong:
Improving Conversational Recommender System Via Contextual and Time-Aware Modeling With Less Domain-Specific Knowledge. IEEE Trans. Knowl. Data Eng. 36(11): 6447-6461 (2024) - 2023
- [j13]Hui Li, Mengting Xu, Sourav S. Bhowmick, Shafiq Rayhan Joty, Changsheng Sun, Jiangtao Cui:
PIANO: Influence Maximization Meets Deep Reinforcement Learning. IEEE Trans. Comput. Soc. Syst. 10(3): 1288-1300 (2023) - 2020
- [j12]Tasnim Mohiuddin, Shafiq R. Joty:
Unsupervised Word Translation with Adversarial Autoencoder. Comput. Linguistics 46(2): 257-288 (2020) - [j11]Xiangxi Shi, Jianfei Cai, Jiuxiang Gu, Shafiq R. Joty:
Video captioning with boundary-aware hierarchical language decoding and joint video prediction. Neurocomputing 417: 347-356 (2020) - [j10]Jing Ma, Wei Gao, Shafiq R. Joty, Kam-Fai Wong:
An Attention-based Rumor Detection Model with Tree-structured Recursive Neural Networks. ACM Trans. Intell. Syst. Technol. 11(4): 42:1-42:28 (2020) - 2018
- [j9]Shafiq R. Joty, Tasnim Mohiuddin:
Modeling Speech Acts in Asynchronous Conversations: A Neural-CRF Approach. Comput. Linguistics 44(4) (2018) - [j8]Muhammad Ebraheem, Saravanan Thirumuruganathan, Shafiq R. Joty, Mourad Ouzzani, Nan Tang:
Distributed Representations of Tuples for Entity Resolution. Proc. VLDB Endow. 11(11): 1454-1467 (2018) - 2017
- [j7]Shafiq R. Joty, Francisco Guzmán, Lluís Màrquez, Preslav Nakov:
Discourse Structure in Machine Translation Evaluation. Comput. Linguistics 43(4) (2017) - [j6]Shafiq R. Joty, Nadir Durrani, Hassan Sajjad, Ahmed Abdelali:
Domain adaptation using neural network joint model. Comput. Speech Lang. 45: 161-179 (2017) - [j5]Francisco Guzmán, Shafiq R. Joty, Lluís Màrquez, Preslav Nakov:
Machine translation evaluation with neural networks. Comput. Speech Lang. 45: 180-200 (2017) - 2015
- [j4]Shafiq R. Joty, Giuseppe Carenini, Raymond T. Ng:
CODRA: A Novel Discriminative Framework for Rhetorical Analysis. Comput. Linguistics 41(3): 385-435 (2015) - 2013
- [j3]Shafiq R. Joty, Giuseppe Carenini, Raymond T. Ng:
Topic Segmentation and Labeling in Asynchronous Conversations. J. Artif. Intell. Res. 47: 521-573 (2013) - 2011
- [j2]Yllias Chali, Sadid A. Hasan, Shafiq R. Joty:
Improving graph-based random walks for complex question answering using syntactic, shallow semantic and extended string subsequence kernels. Inf. Process. Manag. 47(6): 843-855 (2011) - 2009
- [j1]Yllias Chali, Shafiq R. Joty, Sadid A. Hasan:
Complex Question Answering: Unsupervised Learning Approaches and Experiments. J. Artif. Intell. Res. 35: 1-47 (2009)
Conference and Workshop Papers
- 2024
- [c172]Bosheng Ding, Chengwei Qin, Ruochen Zhao, Tianze Luo, Xinze Li, Guizhen Chen, Wenhan Xia, Junjie Hu, Anh Tuan Luu, Shafiq Joty:
Data Augmentation using LLMs: Data Perspectives, Learning Paradigms and Challenges. ACL (Findings) 2024: 1679-1705 - [c171]Mathieu Ravaut, Aixin Sun, Nancy F. Chen, Shafiq Joty:
On Context Utilization in Summarization with Large Language Models. ACL (1) 2024: 2764-2781 - [c170]Xuan-Phi Nguyen, Mahani Aljunied, Shafiq Joty, Lidong Bing:
Democratizing LLMs for Low-Resource Languages by Leveraging their English Dominant Abilities with Linguistically-Diverse Prompts. ACL (1) 2024: 3501-3516 - [c169]Mohammad Abdullah Matin Khan, M. Saiful Bari, Xuan Do Long, Weishi Wang, Md. Rizwan Parvez, Shafiq Joty:
XCodeEval: An Execution-based Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and Retrieval. ACL (1) 2024: 6766-6805 - [c168]Ahmed Masry, Mehrad Shahmohammadi, Md. Rizwan Parvez, Enamul Hoque, Shafiq Joty:
ChartInstruct: Instruction Tuning for Chart Comprehension and Reasoning. ACL (Findings) 2024: 10387-10409 - [c167]Faisal Tareque Shohan, Mir Tafseer Nayeem, Samsul Islam, Abu Ubaida Akash, Shafiq Joty:
XL-HeadTags: Leveraging Multimodal Retrieval Augmentation for the Multilingual Generation of News Headlines and Tags. ACL (Findings) 2024: 12991-13024 - [c166]Bram Wallace, Meihua Dang, Rafael Rafailov, Linqi Zhou, Aaron Lou, Senthil Purushwalkam, Stefano Ermon, Caiming Xiong, Shafiq Joty, Nikhil Naik:
Diffusion Model Alignment Using Direct Preference Optimization. CVPR 2024: 8228-8238 - [c165]Ruochen Zhao, Tan Wang, Yongjie Wang, Shafiq Joty:
Explaining Language Model Predictions with High-Impact Concepts. EACL (Findings) 2024: 995-1012 - [c164]Lifu Tu, Jin Qu, Semih Yavuz, Shafiq Joty, Wenhao Liu, Caiming Xiong, Yingbo Zhou:
Efficiently Aligned Cross-Lingual Transfer Learning for Conversational Tasks using Prompt-Tuning. EACL (Findings) 2024: 1278-1294 - [c163]Hung Le, Hailin Chen, Amrita Saha, Akash Gokul, Doyen Sahoo, Shafiq Joty:
CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules. ICLR 2024 - [c162]Xingxuan Li, Ruochen Zhao, Yew Ken Chia, Bosheng Ding, Shafiq Joty, Soujanya Poria, Lidong Bing:
Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources. ICLR 2024 - [c161]Wenting Zhao, Ye Liu, Tong Niu, Yao Wan, Philip S. Yu, Shafiq Joty, Yingbo Zhou, Semih Yavuz:
DIVKNOWQA: Assessing the Reasoning Ability of LLMs via Open-Domain Question Answering over Knowledge Base and Text. NAACL-HLT (Findings) 2024: 51-68 - [c160]Kung-Hsiang Huang, Philippe Laban, Alexander R. Fabbri, Prafulla Kumar Choubey, Shafiq Joty, Caiming Xiong, Chien-Sheng Wu:
Embrace Divergence for Richer Insights: A Multi-document Summarization Benchmark and a Case Study on Summarizing Diverse Information from News Articles. NAACL-HLT 2024: 570-593 - [c159]Chengwei Qin, Ruirui Chen, Ruochen Zhao, Wenhan Xia, Shafiq Joty:
Lifelong Event Detection with Embedding Space Separation and Compaction. NAACL (Short Papers) 2024: 594-602 - [c158]Fangkai Jiao, Zhiyang Teng, Bosheng Ding, Zhengyuan Liu, Nancy F. Chen, Shafiq Joty:
Exploring Self-supervised Logic-enhanced Training for Large Language Models. NAACL-HLT 2024: 926-941 - [c157]Ramit Sawhney, Shrey Pandit, Vishwa Shah, Megh Thakkar, Shafiq Joty:
AdaPT: A Set of Guidelines for Hyperbolic Multimodal Multilingual NLP. NAACL-HLT (Findings) 2024: 1757-1771 - [c156]Yixin Liu, Alexander R. Fabbri, Jiawen Chen, Yilun Zhao, Simeng Han, Shafiq Joty, Pengfei Liu, Dragomir Radev, Chien-Sheng Wu, Arman Cohan:
Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization. NAACL-HLT (Findings) 2024: 4481-4501 - 2023
- [c155]Md. Tahmid Rahman Laskar, M. Saiful Bari, Mizanur Rahman, Md Amran Hossen Bhuiyan, Shafiq Joty, Jimmy Xiangji Huang:
A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark Datasets. ACL (Findings) 2023: 431-469 - [c154]Fan Yin, Jesse Vig, Philippe Laban, Shafiq Joty, Caiming Xiong, Chien-Sheng Wu:
Did You Read the Instructions? Rethinking the Effectiveness of Task Definitions in Instruction Learning. ACL (1) 2023: 3063-3079 - [c153]Yixin Liu, Alexander R. Fabbri, Pengfei Liu, Yilun Zhao, Linyong Nan, Ruilin Han, Simeng Han, Shafiq Joty, Chien-Sheng Wu, Caiming Xiong, Dragomir Radev:
Revisiting the Gold Standard: Grounding Summarization Evaluation with Robust Human Evaluation. ACL (1) 2023: 4140-4170 - [c152]Linlin Liu, Xingxuan Li, Megh Thakkar, Xin Li, Shafiq Joty, Luo Si, Lidong Bing:
Towards Robust Low-Resource Fine-Tuning with Multi-View Compressed Representations. ACL (1) 2023: 4799-4816 - [c151]Han Cheol Moon, Shafiq R. Joty, Ruochen Zhao, Megh Thakkar, Chi Xu:
Randomized Smoothing with Masked Inference for Adversarially Robust Text Classifications. ACL (1) 2023: 5145-5165 - [c150]Ruochen Zhao, Xingxuan Li, Shafiq Joty, Chengwei Qin, Lidong Bing:
Verify-and-Edit: A Knowledge-Enhanced Chain-of-Thought Framework. ACL (1) 2023: 5823-5840 - [c149]Mathieu Ravaut, Shafiq R. Joty, Nancy F. Chen:
Unsupervised Summarization Re-ranking. ACL (Findings) 2023: 8341-8376 - [c148]Philippe Laban, Jesse Vig, Wojciech Kryscinski, Shafiq Joty, Caiming Xiong, Chien-Sheng Wu:
SWiPE: A Dataset for Document-Level Simplification of Wikipedia Pages. ACL (1) 2023: 10674-10695 - [c147]Xuan Long Do, Bowei Zou, Shafiq R. Joty, Anh Tran Tai, Liangming Pan, Nancy F. Chen, Ai Ti Aw:
Modeling What-to-ask and How-to-ask for Answer-unaware Conversational Question Generation. ACL (1) 2023: 10785-10803 - [c146]Bosheng Ding, Chengwei Qin, Linlin Liu, Yew Ken Chia, Boyang Li, Shafiq Joty, Lidong Bing:
Is GPT-3 a Good Data Annotator? ACL (1) 2023: 11173-11195 - [c145]Chengwei Qin, Shafiq R. Joty, Qian Li, Ruochen Zhao:
Learning to Initialize: Can Meta Learning Improve Cross-task Generalization in Prompt Tuning? ACL (1) 2023: 11802-11832 - [c144]Qian Li, Shafiq Joty, Daling Wang, Shi Feng, Yifei Zhang, Chengwei Qin:
Contrastive Learning with Generated Representations for Inductive Knowledge Graph Embedding. ACL (Findings) 2023: 14273-14287 - [c143]Ye Liu, Semih Yavuz, Rui Meng, Dragomir Radev, Caiming Xiong, Shafiq Joty, Yingbo Zhou:
HPE: Answering Complex Questions over Text by Hybrid Question Parsing and Execution. EMNLP (Findings) 2023: 4437-4451 - [c142]Ruochen Zhao, Hailin Chen, Weishi Wang, Fangkai Jiao, Do Xuan Long, Chengwei Qin, Bosheng Ding, Xiaobao Guo, Minzhi Li, Xingxuan Li, Shafiq Joty:
Retrieving Multimodal Information for Augmented Generation: A Survey. EMNLP (Findings) 2023: 4736-4756 - [c141]Chengwei Qin, Chen Chen, Shafiq Joty:
Lifelong Sequence Generation with Dynamic Module Expansion and Adaptation. EMNLP 2023: 6701-6714 - [c140]Hailin Chen, Amrita Saha, Steven Chu-Hong Hoi, Shafiq Joty:
Personalized Distillation: Empowering Open-Sourced LLMs with Adaptive Learning for Code Generation. EMNLP 2023: 6737-6749 - [c139]Weishi Wang, Yue Wang, Steven C. H. Hoi, Shafiq Joty:
Towards Low-Resource Automatic Program Repair with Meta-Learning and Pretrained Language Models. EMNLP 2023: 6954-6968 - [c138]Philippe Laban, Wojciech Kryscinski, Divyansh Agarwal, Alexander R. Fabbri, Caiming Xiong, Shafiq Joty, Chien-Sheng Wu:
SummEdits: Measuring LLM Ability at Factual Reasoning Through The Lens of Summarization. EMNLP 2023: 9662-9676 - [c137]Ahmed Masry, Parsa Kavehzadeh, Do Xuan Long, Enamul Hoque, Shafiq Joty:
UniChart: A Universal Vision-language Pretrained Model for Chart Comprehension and Reasoning. EMNLP 2023: 14662-14684 - [c136]Yixin Liu, Alexander R. Fabbri, Yilun Zhao, Pengfei Liu, Shafiq Joty, Chien-Sheng Wu, Caiming Xiong, Dragomir Radev:
Towards Interpretable and Efficient Automatic Reference-Based Summarization Evaluation. EMNLP 2023: 16360-16368 - [c135]Weishi Wang, Yue Wang, Shafiq Joty, Steven C. H. Hoi:
RAP-Gen: Retrieval-Augmented Patch Generation with CodeT5 for Automatic Program Repair. ESEC/SIGSOFT FSE 2023: 146-158 - [c134]Akhilesh Deepak Gotmare, Junnan Li, Shafiq Joty, Steven C. H. Hoi:
Efficient Text-to-Code Retrieval with Cascaded Fast and Slow Transformer Models. ESEC/SIGSOFT FSE 2023: 388-400 - 2022
- [c133]Jiahui Gao, Yi Zhou, Philip L. H. Yu, Shafiq R. Joty, Jiuxiang Gu:
UNISON: Unpaired Cross-Lingual Image Captioning. AAAI 2022: 10654-10662 - [c132]Amrita Saha, Shafiq R. Joty, Steven C. H. Hoi:
Weakly Supervised Neuro-Symbolic Module Networks for Numerical Reasoning over Text. AAAI 2022: 11238-11247 - [c131]Bosheng Ding, Junjie Hu, Lidong Bing, Sharifah Mahani Aljunied, Shafiq R. Joty, Luo Si, Chunyan Miao:
GlobalWoZ: Globalizing MultiWoZ to Develop Multilingual Task-Oriented Dialogue Systems. ACL (1) 2022: 1639-1657 - [c130]Ahmed Masry, Do Xuan Long, Jia Qing Tan, Shafiq R. Joty, Enamul Hoque:
ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning. ACL (Findings) 2022: 2263-2279 - [c129]Chengwei Qin, Shafiq R. Joty:
Continual Few-shot Relation Learning via Embedding Space Regularization and Data Augmentation. ACL (1) 2022: 2776-2789 - [c128]Shankar Kantharaj, Rixie Tiffany Ko Leong, Xiang Lin, Ahmed Masry, Megh Thakkar, Enamul Hoque, Shafiq R. Joty:
Chart-to-Text: A Large-Scale Benchmark for Chart Summarization. ACL (1) 2022: 4005-4023 - [c127]Mathieu Ravaut, Shafiq R. Joty, Nancy F. Chen:
SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive Summarization. ACL (1) 2022: 4504-4524 - [c126]Prathyusha Jwalapuram, Shafiq R. Joty, Xiang Lin:
Rethinking Self-Supervision Objectives for Generalizable Coherence Modeling. ACL (1) 2022: 6044-6059 - [c125]Xuan Long Do, Bowei Zou, Liangming Pan, Nancy F. Chen, Shafiq R. Joty, Ai Ti Aw:
CoHS-CQG: Context and History Selection for Conversational Question Generation. COLING 2022: 580-591 - [c124]Linlin Liu, Thien Hai Nguyen, Shafiq R. Joty, Lidong Bing, Luo Si:
Towards Multi-Sense Cross-Lingual Alignment of Contextual Embeddings. COLING 2022: 4381-4396 - [c123]Guangsen Wang, Samson Tan, Shafiq R. Joty, Gang Wu, Jimmy Au, Steven C. H. Hoi:
BotSIM: An End-to-End Bot Simulation Framework for Commercial Task-Oriented Dialog Systems. EMNLP (Demos) 2022: 178-190 - [c122]Tasnim Mohiuddin, Philipp Koehn, Vishrav Chaudhary, James Cross, Shruti Bhosale, Shafiq R. Joty:
Data Selection Curriculum for Neural Machine Translation. EMNLP (Findings) 2022: 1569-1582 - [c121]Hailin Chen, Amrita Saha, Shafiq R. Joty, Steven C. H. Hoi:
Learning Label Modular Prompts for Text Classification in the Wild. EMNLP 2022: 1677-1690 - [c120]Qian Li, Shafiq R. Joty, Daling Wang, Shi Feng, Yifei Zhang:
Alleviating Sparsity of Open Knowledge Graphs with Ternary Contrastive Learning. EMNLP (Findings) 2022: 2279-2291 - [c119]Linlin Liu, Xin Li, Ruidan He, Lidong Bing, Shafiq R. Joty, Luo Si:
Enhancing Multilingual Language Model with Massive Multilingual Knowledge Triples. EMNLP 2022: 6878-6890 - [c118]Mathieu Ravaut, Shafiq R. Joty, Nancy F. Chen:
Towards Summary Candidates Fusion. EMNLP 2022: 8488-8504 - [c117]Shankar Kantharaj, Xuan Long Do, Rixie Tiffany Ko Leong, Jia Qing Tan, Enamul Hoque, Shafiq R. Joty:
OpenCQA: Open-ended Question Answering with Charts. EMNLP 2022: 11817-11837 - [c116]Xuan-Phi Nguyen, Hongyu Gong, Yun Tang, Changhan Wang, Philipp Koehn, Shafiq R. Joty:
Contrastive Clustering to Mine Pseudo Parallel Data for Unsupervised Translation. ICLR 2022 - [c115]Chengwei Qin, Shafiq R. Joty:
LFPT5: A Unified Framework for Lifelong Few-shot Language Learning Based on Prompt Tuning of T5. ICLR 2022 - [c114]Han Cheol Moon, Shafiq R. Joty, Xu Chi:
GradMask: Gradient-Guided Token Masking for Textual Adversarial Example Detection. KDD 2022: 3603-3613 - [c113]Iva Bojic, Qi Chwen Ong, Megh Thakkar, Esha Kamran, Irving Yu Le Shua, Jaime Rei Ern Pang, Jessica Chen, Vaaruni Nayak, Shafiq R. Joty, Josip Car:
SleepQA: A Health Coaching Dataset on Sleep for Extractive Question Answering. ML4H@NeurIPS 2022: 199-217 - [c112]Xuan-Phi Nguyen, Shafiq R. Joty, Kui Wu, Ai Ti Aw:
Refining Low-Resource Unsupervised Translation by Language Disentanglement of Multilingual Translation Model. NeurIPS 2022 - [c111]Peng Chen, Hui Li, Sourav S. Bhowmick, Shafiq R. Joty, Weiguo Wang:
LANTERN: Boredom-conscious Natural Language Description Generation of Query Execution Plans for Database Education. SIGMOD Conference 2022: 2413-2416 - 2021
- [c110]M. Saiful Bari, Tasnim Mohiuddin, Shafiq R. Joty:
UXLA: A Robust Unsupervised Data Augmentation Framework for Zero-Resource Cross-Lingual NLP. ACL/IJCNLP (1) 2021: 1978-1992 - [c109]Tasnim Mohiuddin, M. Saiful Bari, Shafiq R. Joty:
AugVic: Exploiting BiText Vicinity for Low-Resource NMT. ACL/IJCNLP (Findings) 2021: 3034-3045 - [c108]Samson Tan, Shafiq R. Joty, Kathy Baxter, Araz Taeihagh, Gregory A. Bennett, Min-Yen Kan:
Reliability Testing for Natural Language Processing Systems. ACL/IJCNLP (1) 2021: 4153-4169 - [c107]Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li:
A Conditional Splitting Framework for Efficient Constituency Parsing. ACL/IJCNLP (1) 2021: 5795-5807 - [c106]Linlin Liu, Bosheng Ding, Lidong Bing, Shafiq R. Joty, Luo Si, Chunyan Miao:
MulDA: A Multilingual Data Augmentation Framework for Low-Resource Cross-Lingual NER. ACL/IJCNLP (1) 2021: 5834-5846 - [c105]Samson Tan, Shafiq R. Joty:
Code-Mixing on Sesame Street: Dawn of the Adversarial Polyglots. CALCS@NAACL 2021 - [c104]Xiangju Li, Wei Gao, Shi Feng, Daling Wang, Shafiq R. Joty:
Span-Level Emotion Cause Analysis by BERT-based Graph Attention Network. CIKM 2021: 3221-3226 - [c103]Xiangju Li, Wei Gao, Shi Feng, Daling Wang, Shafiq R. Joty:
Span-level Emotion Cause Analysis with Neural Sequence Tagging. CIKM 2021: 3227-3231 - [c102]Tasnim Mohiuddin, Prathyusha Jwalapuram, Xiang Lin, Shafiq R. Joty:
Rethinking Coherence Modeling: Synthetic vs. Downstream Tasks. EACL 2021: 3528-3539 - [c101]Ben Krause, Akhilesh Deepak Gotmare, Bryan McCann, Nitish Shirish Keskar, Shafiq R. Joty, Richard Socher, Nazneen Fatema Rajani:
GeDi: Generative Discriminator Guided Sequence Generation. EMNLP (Findings) 2021: 4929-4952 - [c100]Tao Yu, Shafiq R. Joty:
Effective Fine-Tuning Methods for Cross-lingual Adaptation. EMNLP (1) 2021: 8492-8501 - [c99]Yue Wang, Weishi Wang, Shafiq R. Joty, Steven C. H. Hoi:
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation. EMNLP (1) 2021: 8696-8708 - [c98]Yingzhu Zhao, Chongjia Ni, Cheung-Chi Leung, Shafiq R. Joty, Eng Siong Chng, Bin Ma:
A Unified Speaker Adaptation Approach for ASR. EMNLP (1) 2021: 9339-9349 - [c97]Yingzhu Zhao, Chongjia Ni, Cheung-Chi Leung, Shafiq R. Joty, Eng Siong Chng, Bin Ma:
Preventing Early Endpointing for Online Automatic Speech Recognition. ICASSP 2021: 6813-6817 - [c96]Xiang Lin, Simeng Han, Shafiq R. Joty:
Straight to the Gradient: Learning to Use Novel Tokens for Neural Text Generation. ICML 2021: 6642-6653 - [c95]Xuan-Phi Nguyen, Shafiq R. Joty, Thanh-Tung Nguyen, Kui Wu, Ai Ti Aw:
Cross-model Back-translated Distillation for Unsupervised Machine Translation. ICML 2021: 8073-8083 - [c94]Weiwen Xu, Ai Ti Aw, Yang Ding, Kui Wu, Shafiq R. Joty:
Addressing the Vulnerability of NMT in Input Perturbations. NAACL-HLT (Industry Papers) 2021: 80-88 - [c93]Alexander R. Fabbri, Simeng Han, Haoyuan Li, Haoran Li, Marjan Ghazvininejad, Shafiq R. Joty, Dragomir R. Radev, Yashar Mehdad:
Improving Zero and Few-Shot Abstractive Summarization with Intermediate Fine-tuning and Data Augmentation. NAACL-HLT 2021: 704-717 - [c92]Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li:
RST Parsing from Scratch. NAACL-HLT 2021: 1613-1625 - [c91]Samson Tan, Shafiq R. Joty:
Code-Mixing on Sesame Street: Dawn of the Adversarial Polyglots. NAACL-HLT 2021: 3596-3616 - [c90]Junnan Li, Ramprasaath R. Selvaraju, Akhilesh Gotmare, Shafiq R. Joty, Caiming Xiong, Steven Chu-Hong Hoi:
Align before Fuse: Vision and Language Representation Learning with Momentum Distillation. NeurIPS 2021: 9694-9705 - [c89]Weiguo Wang, Sourav S. Bhowmick, Hui Li, Shafiq R. Joty, Siyuan Liu, Peng Chen:
Towards Enhancing Database Education: Natural Language Generation Meets Query Execution Plans. SIGMOD Conference 2021: 1933-1945 - 2020
- [c88]M. Saiful Bari, Shafiq R. Joty, Prathyusha Jwalapuram:
Zero-Resource Cross-Lingual Named Entity Recognition. AAAI 2020: 7415-7423 - [c87]Yifan Gao, Chien-Sheng Wu, Shafiq R. Joty, Caiming Xiong, Richard Socher, Irwin King, Michael R. Lyu, Steven C. H. Hoi:
Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading. ACL 2020: 935-945 - [c86]Samson Tan, Shafiq R. Joty, Min-Yen Kan, Richard Socher:
It's Morphin' Time! Combating Linguistic Discrimination with Inflectional Perturbations. ACL 2020: 2920-2935 - [c85]Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li:
Efficient Constituency Parsing by Pointing. ACL 2020: 3284-3294 - [c84]Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li:
Differentiable Window for Dynamic Local Attention. ACL 2020: 6589-6599 - [c83]Xiangxi Shi, Xu Yang, Jiuxiang Gu, Shafiq R. Joty, Jianfei Cai:
Finding It at Another Side: A Viewpoint-Adapted Matching Encoder for Change Captioning. ECCV (14) 2020: 574-590 - [c82]Prathyusha Jwalapuram, Shafiq R. Joty, Youlin Shen:
Pronoun-Targeted Fine-tuning for NMT with Hybrid Losses. EMNLP (1) 2020: 2267-2279 - [c81]Yifan Gao, Chien-Sheng Wu, Jingjing Li, Shafiq R. Joty, Steven C. H. Hoi, Caiming Xiong, Irwin King, Michael R. Lyu:
Discern: Discourse-Aware Entailment Reasoning Network for Conversational Machine Reading. EMNLP (1) 2020: 2439-2449 - [c80]Tasnim Mohiuddin, M. Saiful Bari, Shafiq Rayhan Joty:
LNMap: Departures from Isomorphic Assumption in Bilingual Lexicon Induction Through Non-Linear Mapping in Latent Space. EMNLP (1) 2020: 2712-2723 - [c79]Yue Wang, Shafiq R. Joty, Michael R. Lyu, Irwin King, Caiming Xiong, Steven C. H. Hoi:
VD-BERT: A Unified Vision and Dialog Transformer with BERT. EMNLP (1) 2020: 3325-3338 - [c78]Samson Tan, Shafiq R. Joty, Lav R. Varshney, Min-Yen Kan:
Mind Your Inflections! Improving NLP for Non-Standard Englishes with Base-Inflection Encoding. EMNLP (1) 2020: 5647-5663 - [c77]Bosheng Ding, Linlin Liu, Lidong Bing, Canasai Kruengkrai, Thien Hai Nguyen, Shafiq R. Joty, Luo Si, Chunyan Miao:
DAGA: Data Augmentation with a Generation Approach forLow-resource Tagging Tasks. EMNLP (1) 2020: 6045-6057 - [c76]Tao Yu, Shafiq R. Joty:
Online Conversation Disentanglement with Pointer Networks. EMNLP (1) 2020: 6321-6330 - [c75]Weishi Wang, Steven C. H. Hoi, Shafiq R. Joty:
Response Selection for Multi-Party Conversations with Dynamic Topic Tracking. EMNLP (1) 2020: 6581-6591 - [c74]Xuan-Phi Nguyen, Shafiq R. Joty, Steven C. H. Hoi, Richard Socher:
Tree-Structured Attention with Hierarchical Accumulation. ICLR 2020 - [c73]Yingzhu Zhao, Chongjia Ni, Cheung-Chi Leung, Shafiq R. Joty, Eng Siong Chng, Bin Ma:
Speech Transformer with Speaker Aware Persistent Memory. INTERSPEECH 2020: 1261-1265 - [c72]Yingzhu Zhao, Chongjia Ni, Cheung-Chi Leung, Shafiq R. Joty, Eng Siong Chng, Bin Ma:
Universal Speech Transformer. INTERSPEECH 2020: 5021-5025 - [c71]Yingzhu Zhao, Chongjia Ni, Cheung-Chi Leung, Shafiq R. Joty, Eng Siong Chng, Bin Ma:
Cross Attention with Monotonic Alignment for Speech Transformer. INTERSPEECH 2020: 5031-5035 - [c70]Jiuxiang Gu, Jason Kuen, Shafiq R. Joty, Jianfei Cai, Vlad I. Morariu, Handong Zhao, Tong Sun:
Self-Supervised Relationship Probing. NeurIPS 2020 - [c69]Xuan-Phi Nguyen, Shafiq R. Joty, Kui Wu, Ai Ti Aw:
Data Diversification: A Simple Strategy For Neural Machine Translation. NeurIPS 2020 - 2019
- [c68]Karan Aggarwal, Shafiq R. Joty, Luis Fernández-Luque, Jaideep Srivastava:
Adversarial Unsupervised Representation Learning for Activity Time-Series. AAAI 2019: 834-841 - [c67]Shafiq R. Joty, Giuseppe Carenini, Raymond T. Ng, Gabriel Murray:
Discourse Analysis and Its Applications. ACL (4) 2019: 12-17 - [c66]Jing Ma, Wei Gao, Shafiq R. Joty, Kam-Fai Wong:
Sentence-Level Evidence Embedding for Claim Verification with Hierarchical Attention Networks. ACL (1) 2019: 2561-2571 - [c65]Xiang Lin, Shafiq R. Joty, Prathyusha Jwalapuram, Saiful Bari:
A Unified Linear-Time Framework for Sentence-Level Discourse Parsing. ACL (1) 2019: 4190-4200 - [c64]Linlin Liu, Xiang Lin, Shafiq R. Joty, Simeng Han, Lidong Bing:
Hierarchical Pointer Net Parsing. EMNLP/IJCNLP (1) 2019: 1007-1017 - [c63]Han Cheol Moon, Tasnim Mohiuddin, Shafiq R. Joty, Xu Chi:
A Unified Neural Coherence Model. EMNLP/IJCNLP (1) 2019: 2262-2272 - [c62]Prathyusha Jwalapuram, Shafiq R. Joty, Irina P. Temnikova, Preslav Nakov:
Evaluating Pronominal Anaphora in Machine Translation: An Evaluation Measure and a Test Suite. EMNLP/IJCNLP (1) 2019: 2964-2973 - [c61]Swaraj Khadanga, Karan Aggarwal, Shafiq R. Joty, Jaideep Srivastava:
Using Clinical Notes with Time Series Data for ICU Management. EMNLP/IJCNLP (1) 2019: 6431-6436 - [c60]Sameer Khurana, Shafiq Rayhan Joty, Ahmed Ali, James R. Glass:
A Factorial Deep Markov Model for Unsupervised Disentangled Representation Learning from Speech. ICASSP 2019: 6540-6544 - [c59]Jiuxiang Gu, Shafiq R. Joty, Jianfei Cai, Handong Zhao, Xu Yang, Gang Wang:
Unpaired Image Captioning via Scene Graph Alignments. ICCV 2019: 10322-10331 - [c58]Xiangxi Shi, Jianfei Cai, Shafiq R. Joty, Jiuxiang Gu:
Watch It Twice: Video Captioning with a Refocused Video Encoder. ACM Multimedia 2019: 818-826 - [c57]Tasnim Mohiuddin, Thanh-Tung Nguyen, Shafiq R. Joty:
Adaptation of Hierarchical Structured Models for Speech Act Recognition in Asynchronous Conversation. NAACL-HLT (1) 2019: 1326-1336 - [c56]Tasnim Mohiuddin, Shafiq R. Joty:
Revisiting Adversarial Autoencoder for Unsupervised Word Translation with Cycle Consistency and Improved Training. NAACL-HLT (1) 2019: 3857-3867 - [c55]Siyuan Liu, Sourav S. Bhowmick, Wanlu Zhang, Shu Wang, Wanyi Huang, Shafiq R. Joty:
NEURON: Query Execution Plan Meets Natural Language Processing For Augmenting DB Education. SIGMOD Conference 2019: 1953-1956 - 2018
- [c54]Tasnim Mohiuddin, Shafiq R. Joty, Dat Tien Nguyen:
Coherence Modeling of Asynchronous Conversations: A Neural Entity Grid Approach. ACL (1) 2018: 558-568 - [c53]Firoj Alam, Shafiq R. Joty, Muhammad Imran:
Domain Adaptation with Adversarial Training and Graph Embeddings. ACL (1) 2018: 1077-1087 - [c52]Karan Aggarwal, Swaraj Khadanga, Shafiq R. Joty, Louis Kazaglis, Jaideep Srivastava:
A Structured Learning Approach with Neural Conditional Random Fields for Sleep Staging. IEEE BigData 2018: 1318-1327 - [c51]Jin Yao Chin, Kaiqi Zhao, Shafiq R. Joty, Gao Cong:
ANR: Aspect-based Neural Recommender. CIKM 2018: 147-156 - [c50]Gabriel Murray, Giuseppe Carenini, Shafiq R. Joty:
NLP for Conversations: Sentiment, Summarization, and Group Dynamics. COLING (Tutorials) 2018: 1-4 - [c49]Jiuxiang Gu, Jianfei Cai, Shafiq R. Joty, Li Niu, Gang Wang:
Look, Imagine and Match: Improving Textual-Visual Cross-Modal Retrieval With Generative Models. CVPR 2018: 7181-7189 - [c48]Jiuxiang Gu, Shafiq R. Joty, Jianfei Cai, Gang Wang:
Unpaired Image Captioning by Language Pivoting. ECCV (1) 2018: 519-535 - [c47]Qing Li, Qingyi Tao, Shafiq R. Joty, Jianfei Cai, Jiebo Luo:
VQA-E: Explaining, Elaborating, and Enhancing Your Answers for Visual Questions. ECCV (7) 2018: 570-586 - [c46]Shafiq R. Joty, Lluís Màrquez, Preslav Nakov:
Joint Multitask Learning for Community Question Answering Using Task-Specific Embeddings. EMNLP 2018: 4196-4207 - [c45]Shafiq R. Joty, Giuseppe Carenini, Raymond T. Ng, Gabriel Murray:
Discourse Processing and Its Applications in Text Mining. ICDM 2018: 7 - [c44]Firoj Alam, Shafiq R. Joty, Muhammad Imran:
Graph Based Semi-Supervised Learning with Convolution Neural Networks to Classify Crisis Related Tweets. ICWSM 2018: 556-559 - [c43]Jing Li, Aixin Sun, Shafiq R. Joty:
SegBot: A Generic Neural Text Segmentation Model with Pointer Network. IJCAI 2018: 4166-4172 - 2017
- [c42]Dat Tien Nguyen, Shafiq Rayhan Joty:
A Neural Local Coherence Model. ACL (1) 2017: 1320-1330 - [c41]Tanay Kumar Saha, Shafiq R. Joty, Naeemul Hassan, Mohammad Al Hasan:
Regularized and Retrofitted models for Learning Sentence Representation with Context. CIKM 2017: 547-556 - [c40]Shafiq R. Joty, Preslav Nakov, Lluís Màrquez, Israa Jaradat:
Cross-language Learning with Adversarial Neural Networks. CoNLL 2017: 226-237 - [c39]Dat Tien Nguyen, Kamla Al-Mannai, Shafiq R. Joty, Hassan Sajjad, Muhammad Imran, Prasenjit Mitra:
Robust Classification of Crisis-Related Data on Social Networks Using Convolutional Neural Networks. ICWSM 2017: 632-635 - [c38]Enamul Hoque, Shafiq R. Joty, Lluís Màrquez, Giuseppe Carenini:
CQAVis: Visual Text Analytics for Community Question Answering. IUI 2017: 161-172 - [c37]Tanay Kumar Saha, Shafiq R. Joty, Mohammad Al Hasan:
Con-S2V: A Generic Framework for Incorporating Extra-Sentential Context into Sen2Vec. ECML/PKDD (1) 2017: 753-769 - [c36]Giovanni Da San Martino, Salvatore Romeo, Alberto Barrón-Cedeño, Shafiq R. Joty, Lluís Màrquez, Alessandro Moschitti, Preslav Nakov:
Cross-Language Question Re-Ranking. SIGIR 2017: 1145-1148 - 2016
- [c35]Shafiq R. Joty, Enamul Hoque:
Speech Act Modeling of Written Asynchronous Conversations with Task-Specific Embeddings and Conditional Structured Models. ACL (1) 2016 - [c34]Enamul Hoque, Shafiq R. Joty, Lluís Màrquez, Alberto Barrón-Cedeño, Giovanni Da San Martino, Alessandro Moschitti, Preslav Nakov, Salvatore Romeo, Giuseppe Carenini:
An Interactive System for Exploring Community Question Answering Forums. COLING (Demos) 2016: 1-5 - [c33]Nadir Durrani, Hassan Sajjad, Shafiq R. Joty, Ahmed Abdelali:
A Deep Fusion Model for Domain Adaptation in Phrase-based MT. COLING 2016: 3177-3187 - [c32]Shafiq R. Joty, Lluís Màrquez, Preslav Nakov:
Joint Learning with Global Inference for Comment Classification in Community Question Answering. HLT-NAACL 2016: 703-713 - [c31]Alberto Barrón-Cedeño, Giovanni Da San Martino, Shafiq R. Joty, Alessandro Moschitti, Fahad Al-Obaidli, Salvatore Romeo, Kateryna Tymoshenko, Antonio Uva:
ConvKN at SemEval-2016 Task 3: Answer and Question Selection for Question Answering on Arabic and English Fora. SemEval@NAACL-HLT 2016: 896-903 - 2015
- [c30]Alberto Barrón-Cedeño, Simone Filice, Giovanni Da San Martino, Shafiq R. Joty, Lluís Màrquez, Preslav Nakov, Alessandro Moschitti:
Thread-Level Information for Comment Classification in Community Question Answering. ACL (2) 2015: 687-693 - [c29]Francisco Guzmán, Shafiq R. Joty, Lluís Màrquez, Preslav Nakov:
Pairwise Neural Machine Translation Evaluation. ACL (1) 2015: 805-814 - [c28]Shafiq R. Joty, Alberto Barrón-Cedeño, Giovanni Da San Martino, Simone Filice, Lluís Màrquez, Alessandro Moschitti, Preslav Nakov:
Global Thread-level Inference for Comment Classification in Community Question Answering. EMNLP 2015: 573-578 - [c27]Shafiq R. Joty, Hassan Sajjad, Nadir Durrani, Kamla Al-Mannai, Ahmed Abdelali, Stephan Vogel:
How to Avoid Unwanted Pregnancies: Domain Adaptation using Neural Network Models. EMNLP 2015: 1259-1270 - [c26]Pengfei Liu, Shafiq R. Joty, Helen M. Meng:
Fine-grained Opinion Mining with Recurrent Neural Networks and Word Embeddings. EMNLP 2015: 1433-1443 - [c25]Nadir Durrani, Hassan Sajjad, Shafiq R. Joty, Ahmed Abdelali, Stephan Vogel:
Using joint models or domain adaptation in statistical machine translation. MTSummit 2015 - [c24]Massimo Nicosia, Simone Filice, Alberto Barrón-Cedeño, Iman Saleh, Hamdy Mubarak, Wei Gao, Preslav Nakov, Giovanni Da San Martino, Alessandro Moschitti, Kareem Darwish, Lluís Màrquez, Shafiq R. Joty, Walid Magdy:
QCRI: Answer Selection for Community Question Answering - Experiments for Arabic and English. SemEval@NAACL-HLT 2015: 203-209 - 2014
- [c23]Francisco Guzmán, Shafiq R. Joty, Lluís Màrquez, Preslav Nakov:
Using Discourse Structure Improves Machine Translation Evaluation. ACL (1) 2014: 687-698 - [c22]Iman Saleh, Scott Cyphers, James R. Glass, Shafiq R. Joty, Lluís Màrquez i Villodre, Alessandro Moschitti, Preslav Nakov:
A Study of using Syntactic and Semantic Structures for Concept Segmentation and Labeling. COLING 2014: 193-202 - [c21]Francisco Guzmán, Shafiq R. Joty, Lluís Màrquez, Alessandro Moschitti, Preslav Nakov, Massimo Nicosia:
Learning to Differentiate Better from Worse Translations. EMNLP 2014: 214-220 - [c20]Iman Saleh, Alessandro Moschitti, Preslav Nakov, Lluís Màrquez, Shafiq R. Joty:
Semantic Kernels for Semantic Parsing. EMNLP 2014: 436-442 - [c19]Shafiq R. Joty, Alessandro Moschitti:
Discriminative Reranking of Discourse Parses Using Tree Kernels. EMNLP 2014: 2049-2060 - [c18]Shafiq R. Joty, Francisco Guzmán, Lluís Màrquez, Preslav Nakov:
DiscoTK: Using Discourse Structure for Machine Translation Evaluation. WMT@ACL 2014: 402-408 - 2013
- [c17]Shafiq R. Joty, Giuseppe Carenini, Raymond T. Ng, Yashar Mehdad:
Combining Intra- and Multi-sentential Rhetorical Parsing for Document-level Discourse Analysis. ACL (1) 2013: 486-496 - [c16]Yashar Mehdad, Giuseppe Carenini, Raymond T. Ng, Shafiq R. Joty:
Towards Topic Labeling with Phrase Entailment and Aggregation. HLT-NAACL 2013: 179-189 - [c15]Maryam Tavafi, Yashar Mehdad, Shafiq R. Joty, Giuseppe Carenini, Raymond T. Ng:
Dialogue Act Recognition in Synchronous and Asynchronous Conversations. SIGDIAL Conference 2013: 117-121 - 2012
- [c14]Shafiq R. Joty, Giuseppe Carenini, Raymond T. Ng:
A Novel Discriminative Framework for Sentence-Level Discourse Analysis. EMNLP-CoNLL 2012: 904-915 - 2011
- [c13]Nicholas FitzGerald, Giuseppe Carenini, Gabriel Murray, Shafiq R. Joty:
Exploiting Conversational Features to Detect High-Quality Blog Comments. Canadian AI 2011: 122-127 - [c12]Shafiq R. Joty, Giuseppe Carenini, Gabriel Murray, Raymond T. Ng:
Supervised Topic Segmentation of Email Conversations. ICWSM 2011 - [c11]Shafiq R. Joty, Giuseppe Carenini, Chin-Yew Lin:
Unsupervised Modeling of Dialog Acts in Asynchronous Conversations. IJCAI 2011: 1807-1813 - 2010
- [c10]Shafiq R. Joty, Giuseppe Carenini, Gabriel Murray, Raymond T. Ng:
Exploiting Conversation Structure in Unsupervised Topic Segmentation for Emails. EMNLP 2010: 388-398 - 2009
- [c9]Yllias Chali, Sadid A. Hasan, Shafiq R. Joty:
Do Automatic Annotation Techniques Have Any Impact on Supervised Complex Question Answering? ACL/IJCNLP (2) 2009: 329-332 - [c8]Yllias Chali, Sadid A. Hasan, Shafiq R. Joty:
A SVM-Based Ensemble Approach to Multi-Document Summarization. Canadian AI 2009: 199-202 - 2008
- [c7]Yllias Chali, Shafiq R. Joty:
Improving the Performance of the Random Walk Model for Answering Complex Questions. ACL (2) 2008: 9-12 - [c6]Yllias Chali, Shafiq R. Joty:
Selecting Sentences for Answering Complex Questions. EMNLP 2008: 304-313 - [c5]Yllias Chali, Shafiq R. Joty:
Unsupervised Approach for Selecting Sentences in Query-based Summarization. FLAIRS 2008: 47-52 - [c4]Yllias Chali, Shafiq R. Joty:
Exploiting Syntactic and Shallow Semantic Kernels to Improve Random Walks for Complex Question Answering. ICTAI (2) 2008: 123-130 - [c3]Yllias Chali, Shafiq R. Joty:
Answering Complex Questions Using Query-Focused Summarization Technique. ICTAI (2) 2008: 131-134 - 2007
- [c2]Yllias Chali, Shafiq R. Joty:
UofL: Word Sense Disambiguation Using Lexical Cohesion. SemEval@ACL 2007: 476-479 - [c1]Yllias Chali, Shafiq R. Joty:
University of Lethbridge's Participation in TREC 2007 QA Track. TREC 2007
Editorship
- 2023
- [e2]David Schlangen, Svetlana Stoyanchev, Shafiq Joty, Ondrej Dusek, Casey Kennington, Malihe Alikhani:
Proceedings of the 24th Meeting of the Special Interest Group on Discourse and Dialogue, SIGDIAL 2023, Prague, Czechia, September 11 - 15, 2023. Association for Computational Linguistics 2023, ISBN 979-8-89176-028-8 [contents] - 2020
- [e1]Nafise Sadat Moosavi, Angela Fan, Vered Shwartz, Goran Glavas, Shafiq R. Joty, Alex Wang, Thomas Wolf:
Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural Language Processing, SustaiNLP@EMNLP 2020, Online, November 20, 2020. Association for Computational Linguistics 2020, ISBN 978-1-952148-77-4 [contents]
Informal and Other Publications
- 2024
- [i163]Senthil Purushwalkam, Akash Gokul, Shafiq Joty, Nikhil Naik:
BootPIG: Bootstrapping Zero-shot Personalized Image Generation Capabilities in Pretrained Diffusion Models. CoRR abs/2401.13974 (2024) - [i162]Fangkai Jiao, Chengwei Qin, Zhengyuan Liu, Nancy F. Chen, Shafiq Joty:
Learning Planning-based Reasoning by Trajectories Collection and Process Reward Synthesizing. CoRR abs/2402.00658 (2024) - [i161]Bosheng Ding, Chengwei Qin, Ruochen Zhao, Tianze Luo, Xinze Li, Guizhen Chen, Wenhan Xia, Junjie Hu, Anh Tuan Luu, Shafiq Joty:
Data Augmentation using LLMs: Data Perspectives, Learning Paradigms and Challenges. CoRR abs/2403.02990 (2024) - [i160]Ahmed Masry, Mehrad Shahmohammadi, Md. Rizwan Parvez, Enamul Hoque, Shafiq Joty:
ChartInstruct: Instruction Tuning for Chart Comprehension and Reasoning. CoRR abs/2403.09028 (2024) - [i159]Kung-Hsiang Huang, Hou Pong Chan, Yi Ren Fung, Haoyi Qiu, Mingyang Zhou, Shafiq Joty, Shih-Fu Chang, Heng Ji:
From Pixels to Insights: A Survey on Automatic Chart Understanding in the Era of Large Foundation Models. CoRR abs/2403.12027 (2024) - [i158]Xingxuan Li, Xuan-Phi Nguyen, Shafiq Joty, Lidong Bing:
ParaICL: Towards Robust Parallel In-Context Learning. CoRR abs/2404.00570 (2024) - [i157]Mathieu Ravaut, Bosheng Ding, Fangkai Jiao, Hailin Chen, Xingxuan Li, Ruochen Zhao, Chengwei Qin, Caiming Xiong, Shafiq Joty:
How Much are LLMs Contaminated? A Comprehensive Survey and the LLMSanitize Library. CoRR abs/2404.00699 (2024) - [i156]Chengwei Qin, Ruirui Chen, Ruochen Zhao, Wenhan Xia, Shafiq Joty:
Lifelong Event Detection with Embedding Space Separation and Compaction. CoRR abs/2404.02507 (2024) - [i155]Chengwei Qin, Wenhan Xia, Tan Wang, Fangkai Jiao, Yuchen Hu, Bosheng Ding, Ruirui Chen, Shafiq Joty:
Relevant or Random: Can LLMs Truly Perform Analogical Reasoning? CoRR abs/2404.12728 (2024) - [i154]Divyansh Agarwal, Alexander R. Fabbri, Philippe Laban, Ben Risher, Shafiq Joty, Caiming Xiong, Chien-Sheng Wu:
Investigating the prompt leakage effect and black-box defenses for multi-turn LLM interactions. CoRR abs/2404.16251 (2024) - [i153]Minzhi Li, Zhengyuan Liu, Shumin Deng, Shafiq Joty, Nancy F. Chen, Min-Yen Kan:
Decompose and Aggregate: A Step-by-Step Interpretable Evaluation Framework. CoRR abs/2405.15329 (2024) - [i152]Faisal Tareque Shohan, Mir Tafseer Nayeem, Samsul Islam, Abu Ubaida Akash, Shafiq Joty:
XL-HeadTags: Leveraging Multimodal Retrieval Augmentation for the Multilingual Generation of News Headlines and Tags. CoRR abs/2406.03776 (2024) - [i151]Md. Tahmid Rahman Laskar, Sawsan Alqahtani, M. Saiful Bari, Mizanur Rahman, Mohammad Abdullah Matin Khan, Haidar Khan, Israt Jahan, Amran Bhuiyan, Chee Wei Tan, Md. Rizwan Parvez, Enamul Hoque, Shafiq Joty, Jimmy Xiangji Huang:
A Systematic Survey and Critical Review on Evaluating Large Language Models: Challenges, Limitations, and Recommendations. CoRR abs/2407.04069 (2024) - [i150]Ahmed Masry, Megh Thakkar, Aayush Bajaj, Aaryaman Kartha, Enamul Hoque, Shafiq Joty:
ChartGemma: Visual Instruction-tuning for Chart Reasoning in the Wild. CoRR abs/2407.04172 (2024) - [i149]Atsuyuki Miyai, Jingkang Yang, Jingyang Zhang, Yifei Ming, Yueqian Lin, Qing Yu, Go Irie, Shafiq Joty, Yixuan Li, Hai Li, Ziwei Liu, Toshihiko Yamasaki, Kiyoharu Aizawa:
Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey. CoRR abs/2407.21794 (2024) - [i148]Mohammed Saidul Islam, Md. Tahmid Rahman Laskar, Md. Rizwan Parvez, Enamul Hoque, Shafiq Joty:
DataNarrative: Automated Data-Driven Storytelling with Visualizations and Texts. CoRR abs/2408.05346 (2024) - [i147]Xuan Long Do, Hai Nguyen Ngoc, Tiviatis Sim, Hieu Dao, Shafiq Joty, Kenji Kawaguchi, Nancy F. Chen, Min-Yen Kan:
LLMs Are Biased Towards Output Formats! Systematically Evaluating and Mitigating Output Format Bias of LLMs. CoRR abs/2408.08656 (2024) - [i146]Xuan-Phi Nguyen, Shrey Pandit, Senthil Purushwalkam, Austin Xu, Hailin Chen, Yifei Ming, Zixuan Ke, Silvio Savarese, Caiming Xong, Shafiq Joty:
SFR-RAG: Towards Contextually Faithful LLMs. CoRR abs/2409.09916 (2024) - [i145]Peifeng Wang, Austin Xu, Yilun Zhou, Caiming Xiong, Shafiq Joty:
Direct Judgement Preference Optimization. CoRR abs/2409.14664 (2024) - [i144]Zhenmei Shi, Yifei Ming, Xuan-Phi Nguyen, Yingyu Liang, Shafiq Joty:
Discovering the Gems in Early Layers: Accelerating Long-Context LLMs with 1000x Input Token Reduction. CoRR abs/2409.17422 (2024) - 2023
- [i143]Xiang Lin, Prathyusha Jwalapuram, Shafiq R. Joty:
Dynamic Scheduled Sampling with Imitation Loss for Neural Text Generation. CoRR abs/2301.13753 (2023) - [i142]Chengwei Qin, Shafiq R. Joty, Qian Li, Ruochen Zhao:
Learning to Initialize: Can Meta Learning Improve Cross-task Generalization in Prompt Tuning? CoRR abs/2302.08143 (2023) - [i141]Mohammad Abdullah Matin Khan, M. Saiful Bari, Xuan Long Do, Weishi Wang, Md. Rizwan Parvez, Shafiq R. Joty:
xCodeEval: A Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and Retrieval. CoRR abs/2303.03004 (2023) - [i140]Yixin Liu, Alexander R. Fabbri, Yilun Zhao, Pengfei Liu, Shafiq R. Joty, Chien-Sheng Wu, Caiming Xiong, Dragomir Radev:
Towards Interpretable and Efficient Automatic Reference-Based Summarization Evaluation. CoRR abs/2303.03608 (2023) - [i139]Ruochen Zhao, Hailin Chen, Weishi Wang, Fangkai Jiao, Xuan Long Do, Chengwei Qin, Bosheng Ding, Xiaobao Guo, Minzhi Li, Xingxuan Li, Shafiq R. Joty:
Retrieving Multimodal Information for Augmented Generation: A Survey. CoRR abs/2303.10868 (2023) - [i138]Iva Bojic, Josef Halim, Verena Suharman, Sreeja Tar, Qi Chwen Ong, Duy Phung, Mathieu Ravaut, Shafiq Joty, Josip Car:
A Data-centric Framework for Improving Domain-specific Machine Reading Comprehension Datasets. CoRR abs/2304.00483 (2023) - [i137]Lifu Tu, Jin Qu, Semih Yavuz, Shafiq Joty, Wenhao Liu, Caiming Xiong, Yingbo Zhou:
Efficiently Aligned Cross-Lingual Transfer Learning for Conversational Tasks using Prompt-Tuning. CoRR abs/2304.01295 (2023) - [i136]Ruochen Zhao, Shafiq R. Joty, Yongjie Wang, Tan Wang:
Explaining Language Models' Predictions with High-Impact Concepts. CoRR abs/2305.02160 (2023) - [i135]Xuan Long Do, Bowei Zou, Shafiq R. Joty, Anh Tai Tran, Liangming Pan, Nancy F. Chen, Ai Ti Aw:
Modeling What-to-ask and How-to-ask for Answer-unaware Conversational Question Generation. CoRR abs/2305.03088 (2023) - [i134]Ruochen Zhao, Xingxuan Li, Shafiq R. Joty, Chengwei Qin, Lidong Bing:
Verify-and-Edit: A Knowledge-Enhanced Chain-of-Thought Framework. CoRR abs/2305.03268 (2023) - [i133]Han Cheol Moon, Shafiq R. Joty, Ruochen Zhao, Megh Thakkar, Xu Chi:
Randomized Smoothing with Masked Inference for Adversarially Robust Text Classifications. CoRR abs/2305.06522 (2023) - [i132]Xingxuan Li, Ruochen Zhao, Yew Ken Chia, Bosheng Ding, Lidong Bing, Shafiq R. Joty, Soujanya Poria:
Chain of Knowledge: A Framework for Grounding Large Language Models with Structured Knowledge Bases. CoRR abs/2305.13269 (2023) - [i131]Fangkai Jiao, Zhiyang Teng, Shafiq R. Joty, Bosheng Ding, Aixin Sun, Zhengyuan Liu, Nancy F. Chen:
LogicLLM: Exploring Self-supervised Logic-enhanced Training for Large Language Models. CoRR abs/2305.13718 (2023) - [i130]Philippe Laban, Wojciech Kryscinski, Divyansh Agarwal, Alexander R. Fabbri, Caiming Xiong, Shafiq Joty, Chien-Sheng Wu:
LLMs as Factual Reasoners: Insights from Existing Benchmarks and Beyond. CoRR abs/2305.14540 (2023) - [i129]Ahmed Masry, Parsa Kavehzadeh, Xuan Long Do, Enamul Hoque, Shafiq R. Joty:
UniChart: A Universal Vision-language Pretrained Model for Chart Comprehension and Reasoning. CoRR abs/2305.14761 (2023) - [i128]Xingxuan Li, Liying Cheng, Qingyu Tan, Hwee Tou Ng, Shafiq Joty, Lidong Bing:
Unlocking Temporal Question Answering for Large Language Models Using Code Execution. CoRR abs/2305.15014 (2023) - [i127]Md. Tahmid Rahman Laskar, M. Saiful Bari, Mizanur Rahman, Md Amran Hossen Bhuiyan, Shafiq Joty, Jimmy Xiangji Huang:
A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark Datasets. CoRR abs/2305.18486 (2023) - [i126]Philippe Laban, Jesse Vig, Wojciech Kryscinski, Shafiq Joty, Caiming Xiong, Chien-Sheng Wu:
SWiPE: A Dataset for Document-Level Simplification of Wikipedia Pages. CoRR abs/2305.19204 (2023) - [i125]Iva Bojic, Qi Chwen Ong, Shafiq Joty, Josip Car:
Building Extractive Question Answering System to Support Human-AI Health Coaching Model for Sleep Domain. CoRR abs/2305.19707 (2023) - [i124]Fan Yin, Jesse Vig, Philippe Laban, Shafiq Joty, Caiming Xiong, Chien-Sheng Jason Wu:
Did You Read the Instructions? Rethinking the Effectiveness of Task Definitions in Instruction Learning. CoRR abs/2306.01150 (2023) - [i123]Xuan-Phi Nguyen, Sharifah Mahani Aljunied, Shafiq Joty, Lidong Bing:
Democratizing LLMs for Low-Resource Languages by Leveraging their English Dominant Abilities with Linguistically-Diverse Prompts. CoRR abs/2306.11372 (2023) - [i122]Mathieu Ravaut, Hailin Chen, Ruochen Zhao, Chengwei Qin, Shafiq Joty, Nancy F. Chen:
PromptSum: Parameter-Efficient Controllable Abstractive Summarization. CoRR abs/2308.03117 (2023) - [i121]Ye Liu, Semih Yavuz, Rui Meng, Meghana Moorthy, Shafiq Joty, Caiming Xiong, Yingbo Zhou:
Exploring the Integration Strategies of Retriever and Large Language Models. CoRR abs/2308.12574 (2023) - [i120]Erik Nijkamp, Tian Xie, Hiroaki Hayashi, Bo Pang, Congying Xia, Chen Xing, Jesse Vig, Semih Yavuz, Philippe Laban, Ben Krause, Senthil Purushwalkam, Tong Niu, Wojciech Kryscinski, Lidiya Murakhovs'ka, Prafulla Kumar Choubey, Alexander R. Fabbri, Ye Liu, Rui Meng, Lifu Tu, Meghana Bhat, Chien-Sheng Wu, Silvio Savarese, Yingbo Zhou, Shafiq Joty, Caiming Xiong:
XGen-7B Technical Report. CoRR abs/2309.03450 (2023) - [i119]Weishi Wang, Yue Wang, Shafiq Joty, Steven C. H. Hoi:
RAP-Gen: Retrieval-Augmented Patch Generation with CodeT5 for Automatic Program Repair. CoRR abs/2309.06057 (2023) - [i118]Kung-Hsiang Huang, Philippe Laban, Alexander R. Fabbri, Prafulla Kumar Choubey, Shafiq Joty, Caiming Xiong, Chien-Sheng Wu:
Embrace Divergence for Richer Insights: A Multi-document Summarization Benchmark and a Case Study on Summarizing Diverse Information from News Articles. CoRR abs/2309.09369 (2023) - [i117]Ansong Ni, Pengcheng Yin, Yilun Zhao, Martin Riddell, Troy Feng, Rui Shen, Stephen Yin, Ye Liu, Semih Yavuz, Caiming Xiong, Shafiq Joty, Yingbo Zhou, Dragomir Radev, Arman Cohan:
L2CEval: Evaluating Language-to-Code Generation Capabilities of Large Language Models. CoRR abs/2309.17446 (2023) - [i116]Iva Bojic, Jessica Chen, Si Yuan Chang, Qi Chwen Ong, Shafiq Joty, Josip Car:
Hierarchical Evaluation Framework: Best Practices for Human Evaluation. CoRR abs/2310.01917 (2023) - [i115]Hung Le, Hailin Chen, Amrita Saha, Akash Gokul, Doyen Sahoo, Shafiq Joty:
CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules. CoRR abs/2310.08992 (2023) - [i114]Chengwei Qin, Chen Chen, Shafiq Joty:
Lifelong Sequence Generation with Dynamic Module Expansion and Adaptation. CoRR abs/2310.09886 (2023) - [i113]Mathieu Ravaut, Shafiq Joty, Aixin Sun, Nancy F. Chen:
On Position Bias in Summarization with Large Language Models. CoRR abs/2310.10570 (2023) - [i112]Hailin Chen, Amrita Saha, Steven C. H. Hoi, Shafiq Joty:
Personalised Distillation: Empowering Open-Sourced LLMs with Adaptive Learning for Code Generation. CoRR abs/2310.18628 (2023) - [i111]Wenting Zhao, Ye Liu, Tong Niu, Yao Wan, Philip S. Yu, Shafiq Joty, Yingbo Zhou, Semih Yavuz:
DIVKNOWQA: Assessing the Reasoning Ability of LLMs via Open-Domain Question Answering over Knowledge Base and Text. CoRR abs/2310.20170 (2023) - [i110]Yixin Liu, Alexander R. Fabbri, Jiawen Chen, Yilun Zhao, Simeng Han, Shafiq Joty, Pengfei Liu, Dragomir Radev, Chien-Sheng Wu, Arman Cohan:
Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization. CoRR abs/2311.09184 (2023) - [i109]Bram Wallace, Meihua Dang, Rafael Rafailov, Linqi Zhou, Aaron Lou, Senthil Purushwalkam, Stefano Ermon, Caiming Xiong, Shafiq Joty, Nikhil Naik:
Diffusion Model Alignment Using Direct Preference Optimization. CoRR abs/2311.12908 (2023) - [i108]Hailin Chen, Fangkai Jiao, Xingxuan Li, Chengwei Qin, Mathieu Ravaut, Ruochen Zhao, Caiming Xiong, Shafiq Joty:
ChatGPT's One-year Anniversary: Are Open-Source Large Language Models Catching up? CoRR abs/2311.16989 (2023) - [i107]Artemis Panagopoulou, Le Xue, Ning Yu, Junnan Li, Dongxu Li, Shafiq Joty, Ran Xu, Silvio Savarese, Caiming Xiong, Juan Carlos Niebles:
X-InstructBLIP: A Framework for aligning X-Modal instruction-aware representations to LLMs and Emergent Cross-modal Reasoning. CoRR abs/2311.18799 (2023) - [i106]Xuan Long Do, Mohammad Hassanpour, Ahmed Masry, Parsa Kavehzadeh, Enamul Hoque, Shafiq Joty:
Do LLMs Work on Charts? Designing Few-Shot Prompts for Chart Question Answering and Summarization. CoRR abs/2312.10610 (2023) - [i105]Chengwei Qin, Wenhan Xia, Fangkai Jiao, Shafiq Joty:
Improving In-context Learning via Bidirectional Alignment. CoRR abs/2312.17055 (2023) - 2022
- [i104]Chengwei Qin, Shafiq R. Joty:
Continual Few-shot Relation Learning via Embedding Space Regularization and Data Augmentation. CoRR abs/2203.02135 (2022) - [i103]Shankar Kantharaj, Rixie Tiffany Ko Leong, Xiang Lin, Ahmed Masry, Megh Thakkar, Enamul Hoque, Shafiq R. Joty:
Chart-to-Text: A Large-Scale Benchmark for Chart Summarization. CoRR abs/2203.06486 (2022) - [i102]Mathieu Ravaut, Shafiq R. Joty, Nancy F. Chen:
SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive Summarization. CoRR abs/2203.06569 (2022) - [i101]Ahmed Masry, Do Xuan Long, Jia Qing Tan, Shafiq R. Joty, Enamul Hoque:
ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning. CoRR abs/2203.10244 (2022) - [i100]Tasnim Mohiuddin, Philipp Koehn, Vishrav Chaudhary, James Cross, Shruti Bhosale, Shafiq R. Joty:
Data Selection Curriculum for Neural Machine Translation. CoRR abs/2203.13867 (2022) - [i99]Xuan-Phi Nguyen, Shafiq R. Joty, Wu Kui, Ai Ti Aw:
Refining Low-Resource Unsupervised Translation by Language Disentanglement of Multilingual Model. CoRR abs/2205.15544 (2022) - [i98]Simeng Han, Hailey Schoelkopf, Yilun Zhao, Zhenting Qi, Martin Riddell, Luke Benson, Lucy Sun, Ekaterina Zubova, Yujie Qiao, Matthew Burtell, David Peng, Jonathan Fan, Yixin Liu, Brian Wong, Malcolm Sailor, Ansong Ni, Linyong Nan, Jungo Kasai, Tao Yu, Rui Zhang, Shafiq R. Joty, Alexander R. Fabbri, Wojciech Kryscinski, Xi Victoria Lin, Caiming Xiong, Dragomir Radev:
FOLIO: Natural Language Reasoning with First-Order Logic. CoRR abs/2209.00840 (2022) - [i97]Xuan Long Do, Bowei Zou, Liangming Pan, Nancy F. Chen, Shafiq R. Joty, Ai Ti Aw:
CoHS-CQG: Context and History Selection for Conversational Question Generation. CoRR abs/2209.06652 (2022) - [i96]Lingzhi Wang, Shafiq R. Joty, Wei Gao, Xingshan Zeng, Kam-Fai Wong:
Improving Conversational Recommender System via Contextual and Time-Aware Modeling with Less Domain-Specific Knowledge. CoRR abs/2209.11386 (2022) - [i95]Shankar Kantharaj, Xuan Long Do, Rixie Tiffany Ko Leong, Jia Qing Tan, Enamul Hoque, Shafiq R. Joty:
OpenCQA: Open-ended Question Answering with Charts. CoRR abs/2210.06628 (2022) - [i94]Mathieu Ravaut, Shafiq R. Joty, Nancy F. Chen:
Towards Summary Candidates Fusion. CoRR abs/2210.08779 (2022) - [i93]Qian Li, Shafiq R. Joty, Daling Wang, Shi Feng, Yifei Zhang:
Alleviating Sparsity of Open Knowledge Graphs with Ternary Contrastive Learning. CoRR abs/2211.03950 (2022) - [i92]Linlin Liu, Xingxuan Li, Megh Thakkar, Xin Li, Lidong Bing, Shafiq R. Joty, Luo Si:
Towards Robust Low-Resource Fine-Tuning with Multi-View Compressed Representations. CoRR abs/2211.08794 (2022) - [i91]Guangsen Wang, Samson Tan, Shafiq R. Joty, Gang Wu, Jimmy Au, Steven C. H. Hoi:
BotSIM: An End-to-End Bot Simulation Framework for Commercial Task-Oriented Dialog Systems. CoRR abs/2211.11982 (2022) - [i90]Guangsen Wang, Shafiq R. Joty, Junnan Li, Steven C. H. Hoi:
BotSIM: An End-to-End Bot Simulation Toolkit for Commercial Task-Oriented Dialog Systems. CoRR abs/2211.15916 (2022) - [i89]Hailin Chen, Amrita Saha, Shafiq R. Joty, Steven C. H. Hoi:
Learning Label Modular Prompts for Text Classification in the Wild. CoRR abs/2211.17142 (2022) - [i88]Yixin Liu, Alexander R. Fabbri, Pengfei Liu, Yilun Zhao, Linyong Nan, Ruilin Han, Simeng Han, Shafiq R. Joty, Chien-Sheng Wu, Caiming Xiong, Dragomir Radev:
Revisiting the Gold Standard: Grounding Summarization Evaluation with Robust Human Evaluation. CoRR abs/2212.07981 (2022) - [i87]Mathieu Ravaut, Shafiq R. Joty, Nancy F. Chen:
Unsupervised Summarization Re-ranking. CoRR abs/2212.09593 (2022) - [i86]Bosheng Ding, Chengwei Qin, Linlin Liu, Lidong Bing, Shafiq R. Joty, Boyang Li:
Is GPT-3 a Good Data Annotator? CoRR abs/2212.10450 (2022) - [i85]Xingxuan Li, Yutong Li, Linlin Liu, Lidong Bing, Shafiq R. Joty:
Is GPT-3 a Psychopath? Evaluating Large Language Models from a Psychological Perspective. CoRR abs/2212.10529 (2022) - [i84]M. Saiful Bari, Aston Zhang, Shuai Zheng, Xingjian Shi, Yi Zhu, Shafiq Joty, Mu Li:
SPT: Semi-Parametric Prompt Tuning for Multitask Prompted Learning. CoRR abs/2212.10929 (2022) - 2021
- [i83]Amrita Saha, Shafiq R. Joty, Steven C. H. Hoi:
Weakly Supervised Neuro-Symbolic Module Networks for Numerical Reasoning. CoRR abs/2101.11802 (2021) - [i82]Weiguo Wang, Sourav S. Bhowmick, Hui Li, Shafiq R. Joty, Siyuan Liu, Peng Chen:
Towards Enhancing Database Education: Natural Language Generation Meets Query Execution Plans. CoRR abs/2103.00740 (2021) - [i81]Linlin Liu, Thien Hai Nguyen, Shafiq R. Joty, Lidong Bing, Luo Si:
Towards Multi-Sense Cross-Lingual Alignment of Contextual Embeddings. CoRR abs/2103.06459 (2021) - [i80]Samson Tan, Shafiq R. Joty:
Code-Mixing on Sesame Street: Dawn of the Adversarial Polyglots. CoRR abs/2103.09593 (2021) - [i79]Weiwen Xu, Ai Ti Aw, Yang Ding, Kui Wu, Shafiq R. Joty:
Addressing the Vulnerability of NMT in Input Perturbations. CoRR abs/2104.09810 (2021) - [i78]Samson Tan, Shafiq R. Joty, Kathy Baxter, Araz Taeihagh, Gregory A. Bennett, Min-Yen Kan:
Reliability Testing for Natural Language Processing Systems. CoRR abs/2105.02590 (2021) - [i77]Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li:
RST Parsing from Scratch. CoRR abs/2105.10861 (2021) - [i76]Tasnim Mohiuddin, M. Saiful Bari, Shafiq R. Joty:
AUGVIC: Exploiting BiText Vicinity for Low-Resource NMT. CoRR abs/2106.05141 (2021) - [i75]Xiang Lin, Simeng Han, Shafiq R. Joty:
Straight to the Gradient: Learning to Use Novel Tokens for Neural Text Generation. CoRR abs/2106.07207 (2021) - [i74]Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li:
A Conditional Splitting Framework for Efficient Constituency Parsing. CoRR abs/2106.15760 (2021) - [i73]Junnan Li, Ramprasaath R. Selvaraju, Akhilesh Deepak Gotmare, Shafiq R. Joty, Caiming Xiong, Steven C. H. Hoi:
Align before Fuse: Vision and Language Representation Learning with Momentum Distillation. CoRR abs/2107.07651 (2021) - [i72]Xiangxi Shi, Zhonghua Wu, Guosheng Lin, Jianfei Cai, Shafiq R. Joty:
Remember What You have drawn: Semantic Image Manipulation with Memory. CoRR abs/2107.12579 (2021) - [i71]Yue Wang, Weishi Wang, Shafiq R. Joty, Steven C. H. Hoi:
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation. CoRR abs/2109.00859 (2021) - [i70]Prathyusha Jwalapuram, Shafiq R. Joty, Xiang Lin:
Rethinking Self-Supervision Objectives for Generalizable Coherence Modeling. CoRR abs/2110.07198 (2021) - [i69]Chengwei Qin, Shafiq R. Joty:
LFPT5: A Unified Framework for Lifelong Few-shot Language Learning Based on Prompt Tuning of T5. CoRR abs/2110.07298 (2021) - [i68]Bosheng Ding, Junjie Hu, Lidong Bing, Sharifah Aljunied Mahani, Shafiq R. Joty, Luo Si, Chunyan Miao:
GlobalWoZ: Globalizing MultiWoZ to Develop Multilingual Task-Oriented Dialogue Systems. CoRR abs/2110.07679 (2021) - [i67]Akhilesh Deepak Gotmare, Junnan Li, Shafiq R. Joty, Steven C. H. Hoi:
Cascaded Fast and Slow Models for Efficient Semantic Code Search. CoRR abs/2110.07811 (2021) - [i66]Yingzhu Zhao, Chongjia Ni, Cheung-Chi Leung, Shafiq R. Joty, Eng Siong Chng, Bin Ma:
A Unified Speaker Adaptation Approach for ASR. CoRR abs/2110.08545 (2021) - [i65]Linlin Liu, Xin Li, Ruidan He, Lidong Bing, Shafiq R. Joty, Luo Si:
Knowledge Based Multilingual Language Model. CoRR abs/2111.10962 (2021) - 2020
- [i64]Xuan-Phi Nguyen, Shafiq R. Joty, Steven C. H. Hoi, Richard Socher:
Tree-structured Attention with Hierarchical Accumulation. CoRR abs/2002.08046 (2020) - [i63]M. Saiful Bari, Muhammad Tasnim Mohiuddin, Shafiq R. Joty:
MultiMix: A Robust Data Augmentation Strategy for Cross-Lingual NLP. CoRR abs/2004.13240 (2020) - [i62]Yue Wang, Shafiq R. Joty, Michael R. Lyu, Irwin King, Caiming Xiong, Steven C. H. Hoi:
VD-BERT: A Unified Vision and Dialog Transformer with BERT. CoRR abs/2004.13278 (2020) - [i61]Tasnim Mohiuddin, M. Saiful Bari, Shafiq R. Joty:
LNMap: Departures from Isomorphic Assumption in Bilingual Lexicon Induction Through Non-Linear Mapping in Latent Space. CoRR abs/2004.13889 (2020) - [i60]Prathyusha Jwalapuram, Barbara Rychalska, Shafiq R. Joty, Dominika Basaj:
Can Your Context-Aware MT System Pass the DiP Benchmark Tests? : Evaluation Benchmarks for Discourse Phenomena in Machine Translation. CoRR abs/2004.14607 (2020) - [i59]Tasnim Mohiuddin, Prathyusha Jwalapuram, Xiang Lin, Shafiq R. Joty:
CohEval: Benchmarking Coherence Models. CoRR abs/2004.14626 (2020) - [i58]Samson Tan, Shafiq R. Joty, Lav R. Varshney, Min-Yen Kan:
Mind Your Inflections! Improving NLP for Non-Standard English with Base-Inflection Encoding. CoRR abs/2004.14870 (2020) - [i57]Samson Tan, Shafiq R. Joty, Min-Yen Kan, Richard Socher:
It's Morphin' Time! Combating Linguistic Discrimination with Inflectional Perturbations. CoRR abs/2005.04364 (2020) - [i56]Yifan Gao, Chien-Sheng Wu, Shafiq R. Joty, Caiming Xiong, Richard Socher, Irwin King, Michael R. Lyu, Steven C. H. Hoi:
EMT: Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading. CoRR abs/2005.12484 (2020) - [i55]Xuan-Phi Nguyen, Shafiq R. Joty, Wu Kui, Ai Ti Aw:
Multi-Agent Cross-Translated Diversification for Unsupervised Machine Translation. CoRR abs/2006.02163 (2020) - [i54]Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li:
Efficient Constituency Parsing by Pointing. CoRR abs/2006.13557 (2020) - [i53]Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li:
Differentiable Window for Dynamic Local Attention. CoRR abs/2006.13561 (2020) - [i52]Ben Krause, Akhilesh Deepak Gotmare, Bryan McCann, Nitish Shirish Keskar, Shafiq R. Joty, Richard Socher, Nazneen Fatema Rajani:
GeDi: Generative Discriminator Guided Sequence Generation. CoRR abs/2009.06367 (2020) - [i51]Xiangxi Shi, Xu Yang, Jiuxiang Gu, Shafiq R. Joty, Jianfei Cai:
Finding It at Another Side: A Viewpoint-Adapted Matching Encoder for Change Captioning. CoRR abs/2009.14352 (2020) - [i50]Yifan Gao, Chien-Sheng Wu, Jingjing Li, Shafiq R. Joty, Steven C. H. Hoi, Caiming Xiong, Irwin King, Michael R. Lyu:
Discern: Discourse-Aware Entailment Reasoning Network for Conversational Machine Reading. CoRR abs/2010.01838 (2020) - [i49]Prathyusha Jwalapuram, Shafiq R. Joty, Youlin Shen:
Pronoun-Targeted Fine-tuning for NMT with Hybrid Losses. CoRR abs/2010.07638 (2020) - [i48]Weishi Wang, Shafiq R. Joty, Steven C. H. Hoi:
Response Selection for Multi-Party Conversations with Dynamic Topic Tracking. CoRR abs/2010.07785 (2020) - [i47]Tao Yu, Shafiq R. Joty:
Online Conversation Disentanglement with Pointer Networks. CoRR abs/2010.11080 (2020) - [i46]Alexander R. Fabbri, Simeng Han, Haoyuan Li, Haoran Li, Marjan Ghazvininejad, Shafiq R. Joty, Dragomir R. Radev, Yashar Mehdad:
Improving Zero and Few-Shot Abstractive Summarization with Intermediate Fine-tuning and Data Augmentation. CoRR abs/2010.12836 (2020) - [i45]Bosheng Ding, Linlin Liu, Lidong Bing, Canasai Kruengkrai, Thien Hai Nguyen, Shafiq R. Joty, Luo Si, Chunyan Miao:
DAGA: Data Augmentation with a Generation Approach for Low-resource Tagging Tasks. CoRR abs/2011.01549 (2020) - 2019
- [i44]Jiuxiang Gu, Shafiq R. Joty, Jianfei Cai, Handong Zhao, Xu Yang, Gang Wang:
Unpaired Image Captioning via Scene Graph Alignments. CoRR abs/1903.10658 (2019) - [i43]Tasnim Mohiuddin, Thanh-Tung Nguyen, Shafiq R. Joty:
Adaptation of Hierarchical Structured Models for Speech Act Recognition in Asynchronous Conversation. CoRR abs/1904.04021 (2019) - [i42]Tasnim Mohiuddin, Shafiq R. Joty:
Revisiting Adversarial Autoencoder for Unsupervised Word Translation with Cycle Consistency and Improved Training. CoRR abs/1904.04116 (2019) - [i41]Xiang Lin, Shafiq R. Joty, Prathyusha Jwalapuram, Saiful Bari:
A Unified Linear-Time Framework for Sentence-Level Discourse Parsing. CoRR abs/1905.05682 (2019) - [i40]Xiangxi Shi, Jianfei Cai, Shafiq R. Joty, Jiuxiang Gu:
Watch It Twice: Video Captioning with a Refocused Video Encoder. CoRR abs/1907.12905 (2019) - [i39]Linlin Liu, Xiang Lin, Shafiq R. Joty, Simeng Han, Lidong Bing:
Hierarchical Pointer Net Parsing. CoRR abs/1908.11571 (2019) - [i38]Prathyusha Jwalapuram, Shafiq R. Joty, Irina P. Temnikova, Preslav Nakov:
Evaluating Pronominal Anaphora in Machine Translation: An Evaluation Measure and a Test Suite. CoRR abs/1909.00131 (2019) - [i37]Han Cheol Moon, Tasnim Mohiuddin, Shafiq R. Joty, Xu Chi:
A Unified Neural Coherence Model. CoRR abs/1909.00349 (2019) - [i36]Swaraj Khadanga, Karan Aggarwal, Shafiq R. Joty, Jaideep Srivastava:
Using Clinical Notes with Time Series Data for ICU Management. CoRR abs/1909.09702 (2019) - [i35]Xuan-Phi Nguyen, Shafiq R. Joty, Wu Kui, Ai Ti Aw:
Data Diversification: An Elegant Strategy For Neural Machine Translation. CoRR abs/1911.01986 (2019) - [i34]Simeng Han, Xiang Lin, Shafiq R. Joty:
Resurrecting Submodularity in Neural Abstractive Summarization. CoRR abs/1911.03014 (2019) - [i33]Shafiq R. Joty, Alberto Barrón-Cedeño, Giovanni Da San Martino, Simone Filice, Lluís Màrquez, Alessandro Moschitti, Preslav Nakov:
Global Thread-Level Inference for Comment Classification in Community Question Answering. CoRR abs/1911.08755 (2019) - [i32]M. Saiful Bari, Shafiq R. Joty, Prathyusha Jwalapuram:
Zero-Resource Cross-Lingual Named Entity Recognition. CoRR abs/1911.09812 (2019) - [i31]Shafiq R. Joty, Francisco Guzmán, Lluís Màrquez, Preslav Nakov:
DiscoTK: Using Discourse Structure for Machine Translation Evaluation. CoRR abs/1911.12547 (2019) - [i30]Francisco Guzmán, Shafiq R. Joty, Lluís Màrquez, Preslav Nakov:
Pairwise Neural Machine Translation Evaluation. CoRR abs/1912.03135 (2019) - 2018
- [i29]Jiuxiang Gu, Shafiq R. Joty, Jianfei Cai, Gang Wang:
Unpaired Image Captioning by Language Pivoting. CoRR abs/1803.05526 (2018) - [i28]Qing Li, Qingyi Tao, Shafiq R. Joty, Jianfei Cai, Jiebo Luo:
VQA-E: Explaining, Elaborating, and Enhancing Your Answers for Visual Questions. CoRR abs/1803.07464 (2018) - [i27]Tanay Kumar Saha, Thomas Williams, Mohammad Al Hasan, Shafiq R. Joty, Nicholas K. Varberg:
Models for Capturing Temporal Smoothness in Evolving Networks for Learning Latent Representation of Nodes. CoRR abs/1804.05816 (2018) - [i26]Tasnim Mohiuddin, Shafiq R. Joty, Dat Tien Nguyen:
Coherence Modeling of Asynchronous Conversations: A Neural Entity Grid Approach. CoRR abs/1805.02275 (2018) - [i25]Firoj Alam, Shafiq R. Joty, Muhammad Imran:
Domain Adaptation with Adversarial Training and Graph Embeddings. CoRR abs/1805.05151 (2018) - [i24]Firoj Alam, Shafiq R. Joty, Muhammad Imran:
Graph Based Semi-supervised Learning with Convolution Neural Networks to Classify Crisis Related Tweets. CoRR abs/1805.06289 (2018) - [i23]Xiangxi Shi, Jianfei Cai, Jiuxiang Gu, Shafiq R. Joty:
Video Captioning with Boundary-aware Hierarchical Language Decoding and Joint Video Prediction. CoRR abs/1807.03658 (2018) - [i22]Karan Aggarwal, Swaraj Khadanga, Shafiq R. Joty, Louis Kazaglis, Jaideep Srivastava:
Sleep Staging by Modeling Sleep Stage Transitions using Deep CRF. CoRR abs/1807.09119 (2018) - [i21]Shafiq R. Joty, Lluís Màrquez, Preslav Nakov:
Joint Multitask Learning for Community Question Answering Using Task-Specific Embeddings. CoRR abs/1809.08928 (2018) - [i20]Saravanan Thirumuruganathan, Shameem Ahamed Puthiya Parambath, Mourad Ouzzani, Nan Tang, Shafiq R. Joty:
Reuse and Adaptation for Entity Resolution through Transfer Learning. CoRR abs/1809.11084 (2018) - [i19]Phi Xuan Nguyen, Shafiq R. Joty:
Phrase-Based Attentions. CoRR abs/1810.03444 (2018) - [i18]Karan Aggarwal, Shafiq R. Joty, Luis Fernández-Luque, Jaideep Srivastava:
Adversarial Unsupervised Representation Learning for Activity Time-Series. CoRR abs/1811.06847 (2018) - 2017
- [i17]Shafiq R. Joty, Preslav Nakov, Lluís Màrquez, Israa Jaradat:
Cross-language Learning with Adversarial Neural Networks: Application to Community Question Answering. CoRR abs/1706.06749 (2017) - [i16]Dat Tien Nguyen, Shafiq R. Joty, Basma El Amel Boussaha, Maarten de Rijke:
Thread Reconstruction in Conversational Data using Neural Coherence Models. CoRR abs/1707.07660 (2017) - [i15]Muhammad Ebraheem, Saravanan Thirumuruganathan, Shafiq R. Joty, Mourad Ouzzani, Nan Tang:
DeepER - Deep Entity Resolution. CoRR abs/1710.00597 (2017) - [i14]Giovanni Da San Martino, Salvatore Romeo, Alberto Barrón-Cedeño, Shafiq R. Joty, Lluís Màrquez, Alessandro Moschitti, Preslav Nakov:
Cross-Language Question Re-Ranking. CoRR abs/1710.01487 (2017) - [i13]Shafiq R. Joty, Francisco Guzmán, Lluís Màrquez, Preslav Nakov:
Discourse Structure in Machine Translation Evaluation. CoRR abs/1710.01504 (2017) - [i12]Francisco Guzmán, Shafiq R. Joty, Lluís Màrquez, Preslav Nakov:
Machine Translation Evaluation with Neural Networks. CoRR abs/1710.02095 (2017) - [i11]Jiuxiang Gu, Jianfei Cai, Shafiq R. Joty, Li Niu, Gang Wang:
Look, Imagine and Match: Improving Textual-Visual Cross-Modal Retrieval with Generative Models. CoRR abs/1711.06420 (2017) - [i10]Karan Aggarwal, Shafiq R. Joty, Luis Fernández-Luque, Jaideep Srivastava:
Co-Morbidity Exploration on Wearables Activity Data Using Unsupervised Pre-training and Multi-Task Learning. CoRR abs/1712.09527 (2017) - 2016
- [i9]Aarti Sathyanarayana, Shafiq R. Joty, Luis Fernández-Luque, Ferda Ofli, Jaideep Srivastava, Ahmed K. Elmagarmid, Shahrad Taheri, Teresa Arora:
Impact of Physical Activity on Sleep: A Deep Learning Based Exploration. CoRR abs/1607.07034 (2016) - [i8]Dat Tien Nguyen, Kamla Al-Mannai, Shafiq R. Joty, Hassan Sajjad, Muhammad Imran, Prasenjit Mitra:
Rapid Classification of Crisis-Related Data on Social Networks using Convolutional Neural Networks. CoRR abs/1608.03902 (2016) - [i7]Dat Tien Nguyen, Shafiq R. Joty, Muhammad Imran, Hassan Sajjad, Prasenjit Mitra:
Applications of Online Deep Learning for Crisis Response Using Social Media Information. CoRR abs/1610.01030 (2016) - [i6]Giovanni Da San Martino, Alberto Barrón-Cedeño, Salvatore Romeo, Alessandro Moschitti, Shafiq R. Joty, Fahad Al-Obaidli, Kateryna Tymoshenko, Antonio Uva:
Addressing Community Question Answering in English and Arabic. CoRR abs/1610.05522 (2016) - [i5]Tanay Kumar Saha, Shafiq R. Joty, Naeemul Hassan, Mohammad Al Hasan:
Dis-S2V: Discourse Informed Sen2Vec. CoRR abs/1610.08078 (2016) - 2014
- [i4]Yllias Chali, Shafiq Rayhan Joty, Sadid A. Hasan:
Complex Question Answering: Unsupervised Learning Approaches and Experiments. CoRR abs/1401.3479 (2014) - [i3]Shafiq Rayhan Joty, Giuseppe Carenini, Raymond T. Ng:
Topic Segmentation and Labeling in Asynchronous Conversations. CoRR abs/1402.0586 (2014) - 2008
- [i2]Yllias Chali, Sadid A. Hasan, Shafiq R. Joty:
UofL at TAC 2008 Update Summarization and Question Answering. TAC 2008 - [i1]Gabriel Murray, Shafiq R. Joty, Giuseppe Carenini, Raymond T. Ng:
The University of British Columbia at TAC 2008. TAC 2008
Coauthor Index
Saiful Bari
aka: M. Saiful Bari
aka: M. Saiful Bari
Steven C. H. Hoi
aka: Steven Chu-Hong Hoi
aka: Steven Chu-Hong Hoi
Do Xuan Long
aka: Xuan Long Do
aka: Xuan Long Do
Lluís Màrquez
aka: Lluís Màrquez i Villodre
aka: Lluís Màrquez i Villodre
Tasnim Mohiuddin
aka: Muhammad Tasnim Mohiuddin
aka: Muhammad Tasnim Mohiuddin
Dragomir R. Radev
aka: Dragomir Radev
aka: Dragomir Radev
Chien-Sheng Wu
aka: Chien-Sheng Jason Wu
aka: Chien-Sheng Jason Wu
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