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ORCIDFranck Dernoncourt
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- affiliation: Adobe Research, Seattle, WA, USA
- affiliation (PhD 2017): Massachusetts Institute of Technology, Cambridge, MA, USA
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2020 – today
- 2024
[j4]April Chen
, Ryan A. Rossi, Namyong Park, Puja Trivedi, Yu Wang, Tong Yu, Sungchul Kim, Franck Dernoncourt, Nesreen K. Ahmed:
Fairness-Aware Graph Neural Networks: A Survey. ACM Trans. Knowl. Discov. Data 18(6): 138:1-138:23 (2024)- [c149]Hieu Man, Franck Dernoncourt, Thien Huu Nguyen:
Mastering Context-to-Label Representation Transformation for Event Causality Identification with Diffusion Models. AAAI 2024: 18760-18768 - [c148]Thuat Nguyen, Chien Van Nguyen, Viet Dac Lai, Hieu Man, Nghia Trung Ngo, Franck Dernoncourt, Ryan A. Rossi, Thien Huu Nguyen:
CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages. LREC/COLING 2024: 4226-4237 - [c147]Puneet Mathur, Vlad I. Morariu, Aparna Garimella, Franck Dernoncourt, Jiuxiang Gu, Ramit Sawhney, Preslav Nakov, Dinesh Manocha, Rajiv Jain:
DocScript: Document-level Script Event Prediction. LREC/COLING 2024: 5140-5155 - [c146]Hieu Man, Chien Van Nguyen, Nghia Trung Ngo, Linh Ngo, Franck Dernoncourt, Thien Huu Nguyen:
Hierarchical Selection of Important Context for Generative Event Causality Identification with Optimal Transports. LREC/COLING 2024: 8122-8132 - [c145]Siva Uday Sampreeth Chebolu, Franck Dernoncourt, Nedim Lipka, Thamar Solorio:
OATS: A Challenge Dataset for Opinion Aspect Target Sentiment Joint Detection for Aspect-Based Sentiment Analysis. LREC/COLING 2024: 12336-12347 - [c144]Dawit Mureja Argaw, Seunghyun Yoon, Fabian Caba Heilbron, Hanieh Deilamsalehy, Trung Bui, Zhaowen Wang, Franck Dernoncourt, Joon Son Chung:
Scaling Up Video Summarization Pretraining with Large Language Models. CVPR 2024: 8332-8341 - [c143]Hyunjae Kim, Seunghyun Yoon, Trung Bui, Handong Zhao, Quan Hung Tran, Franck Dernoncourt, Jaewoo Kang:
Fine-tuning CLIP Text Encoders with Two-step Paraphrasing. EACL (Findings) 2024: 2175-2184 - [c142]Jon Saad-Falcon, Joe Barrow, Alexa F. Siu, Ani Nenkova, Seunghyun Yoon, Ryan A. Rossi, Franck Dernoncourt:
PDFTriage: Question Answering over Long, Structured Documents. EMNLP (Industry Track) 2024: 153-169 - [c141]Vu Trong Kim, Michael Krumdick, Varshini Reddy, Franck Dernoncourt, Viet Dac Lai:
An Analysis of Multilingual FActScore. EMNLP 2024: 4309-4333 - [c140]Manan Suri, Puneet Mathur, Franck Dernoncourt, Rajiv Jain, Vlad I. Morariu, Ramit Sawhney, Preslav Nakov, Dinesh Manocha:
DocEdit-v2: Document Structure Editing Via Multimodal LLM Grounding. EMNLP 2024: 15485-15505 - [c139]Mihir Parmar, Hanieh Deilamsalehy, Franck Dernoncourt, Seunghyun Yoon, Ryan A. Rossi, Trung Bui:
Towards Enhancing Coherence in Extractive Summarization: Dataset and Experiments with LLMs. EMNLP 2024: 19810-19820 - [c138]Puja Trivedi, Ryan A. Rossi, David Arbour, Tong Yu, Franck Dernoncourt, Sungchul Kim, Nedim Lipka, Namyong Park, Nesreen K. Ahmed, Danai Koutra:
Editing Partially Observable Networks via Graph Diffusion Models. ICML 2024 - [c137]Linzi Xing, Quan Hung Tran, Fabian Caba, Franck Dernoncourt, Seunghyun Yoon, Zhaowen Wang, Trung Bui, Giuseppe Carenini:
Multi-modal Video Topic Segmentation with Dual-Contrastive Domain Adaptation. MMM (3) 2024: 410-424 - [c136]Amir Pouran Ben Veyseh, Viet Dac Lai, Chien Nguyen, Franck Dernoncourt, Thien Huu Nguyen:
MCECR: A Novel Dataset for Multilingual Cross-Document Event Coreference Resolution. NAACL-HLT (Findings) 2024: 3869-3880 - [c135]Meryem M'hamdi, Jonathan May, Franck Dernoncourt, Trung Bui, Seunghyun Yoon:
Multilingual Meta-Distillation Alignment for Semantic Retrieval. SIGIR 2024: 597-607 - [e4]Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen, Viet Dac Lai:
Proceedings of the Workshop on Scientific Document Understanding co-located with 37th AAAI Conference on Artificial Inteligence (AAAI 2023), Remote, February 14, 2023. CEUR Workshop Proceedings 3656, CEUR-WS.org 2024 [contents] - [e3]Franck Dernoncourt, Daniel Preotiuc-Pietro, Anastasia Shimorina:
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: EMNLP 2024 - Industry Track, Miami, Florida, USA, November 12-16, 2024. Association for Computational Linguistics 2024, ISBN 979-8-89176-166-7 [contents] - [i122]Isabel O. Gallegos, Ryan A. Rossi, Joe Barrow, Md. Mehrab Tanjim, Tong Yu, Hanieh Deilamsalehy, Ruiyi Zhang, Sungchul Kim, Franck Dernoncourt:
Self-Debiasing Large Language Models: Zero-Shot Recognition and Reduction of Stereotypes. CoRR abs/2402.01981 (2024) - [i121]Hyunjae Kim, Seunghyun Yoon, Trung Bui, Handong Zhao, Quan Tran, Franck Dernoncourt, Jaewoo Kang:
Fine-tuning CLIP Text Encoders with Two-step Paraphrasing. CoRR abs/2402.15120 (2024) - [i120]Dawit Mureja Argaw, Seunghyun Yoon, Fabian Caba Heilbron, Hanieh Deilamsalehy, Trung Bui, Zhaowen Wang, Franck Dernoncourt, Joon Son Chung:
Scaling Up Video Summarization Pretraining with Large Language Models. CoRR abs/2404.03398 (2024) - [i119]Sanat Sharma, David Seunghyun Yoon, Franck Dernoncourt, Dewang Sultania, Karishma Bagga, Mengjiao Zhang, Trung Bui, Varun Kotte:
Retrieval Augmented Generation for Domain-specific Question Answering. CoRR abs/2404.14760 (2024) - [i118]Siva Uday Sampreeth Chebolu, Franck Dernoncourt, Nedim Lipka, Thamar Solorio:
ROAST: Review-level Opinion Aspect Sentiment Target Joint Detection. CoRR abs/2405.20274 (2024) - [i117]Yu Wang, Ryan A. Rossi, Namyong Park, Huiyuan Chen, Nesreen K. Ahmed, Puja Trivedi, Franck Dernoncourt, Danai Koutra, Tyler Derr:
Large Generative Graph Models. CoRR abs/2406.05109 (2024) - [i116]Vu Trong Kim, Michael Krumdick, Varshini Reddy, Franck Dernoncourt, Viet Dac Lai:
An Analysis of Multilingual FActScore. CoRR abs/2406.19415 (2024) - [i115]Mihir Parmar, Hanieh Deilamsalehy, Franck Dernoncourt, Seunghyun Yoon, Ryan A. Rossi, Trung Bui:
Towards Enhancing Coherence in Extractive Summarization: Dataset and Experiments with LLMs. CoRR abs/2407.04855 (2024) - [i114]Ishita Kumar, Snigdha Viswanathan, Sushrita Yerra, Alireza Salemi, Ryan A. Rossi, Franck Dernoncourt, Hanieh Deilamsalehy, Xiang Chen, Ruiyi Zhang, Shubham Agarwal, Nedim Lipka, Hamed Zamani:
LongLaMP: A Benchmark for Personalized Long-form Text Generation. CoRR abs/2407.11016 (2024) - [i113]Minh Nguyen, Franck Dernoncourt, Seunghyun Yoon, Hanieh Deilamsalehy, Hao Tan, Ryan A. Rossi, Quan Hung Tran, Trung Bui, Thien Huu Nguyen:
Identifying Speakers in Dialogue Transcripts: A Text-based Approach Using Pretrained Language Models. CoRR abs/2407.12094 (2024) - [i112]Swetha Eppalapally, Daksh Dangi, Chaithra Bhat, Ankita Gupta, Ruiyi Zhang, Shubham Agarwal, Karishma Bagga, Seunghyun Yoon, Nedim Lipka, Ryan A. Rossi, Franck Dernoncourt:
KaPQA: Knowledge-Augmented Product Question-Answering. CoRR abs/2407.16073 (2024) - [i111]Ryan Aponte, Ryan A. Rossi, Shunan Guo, Franck Dernoncourt, Tong Yu, Xiang Chen, Subrata Mitra, Nedim Lipka:
A Framework for Fine-Tuning LLMs using Heterogeneous Feedback. CoRR abs/2408.02861 (2024) - [i110]Hieu Man, Nghia Trung Ngo, Franck Dernoncourt, Thien Huu Nguyen:
ULLME: A Unified Framework for Large Language Model Embeddings with Generation-Augmented Learning. CoRR abs/2408.03402 (2024) - [i109]Deonna M. Owens, Ryan A. Rossi, Sungchul Kim, Tong Yu, Franck Dernoncourt, Xiang Chen, Ruiyi Zhang, Jiuxiang Gu, Hanieh Deilamsalehy, Nedim Lipka:
A Multi-LLM Debiasing Framework. CoRR abs/2409.13884 (2024) - [i108]Zhehao Zhang, Ryan A. Rossi, Tong Yu, Franck Dernoncourt, Ruiyi Zhang, Jiuxiang Gu, Sungchul Kim, Xiang Chen, Zichao Wang, Nedim Lipka:
VipAct: Visual-Perception Enhancement via Specialized VLM Agent Collaboration and Tool-use. CoRR abs/2410.16400 (2024) - [i107]Manan Suri, Puneet Mathur, Franck Dernoncourt, Rajiv Jain, Vlad I. Morariu, Ramit Sawhney, Preslav Nakov, Dinesh Manocha:
DocEdit-v2: Document Structure Editing Via Multimodal LLM Grounding. CoRR abs/2410.16472 (2024) - [i106]Chien Van Nguyen, Huy Huu Nguyen, Thang M. Pham, Ruiyi Zhang, Hanieh Deilamsalehy, Puneet Mathur, Ryan A. Rossi, Trung Bui, Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen:
Taipan: Efficient and Expressive State Space Language Models with Selective Attention. CoRR abs/2410.18572 (2024) - [i105]Chien Van Nguyen, Xuan Shen, Ryan Aponte, Yu Xia, Samyadeep Basu, Zhengmian Hu, Jian Chen, Mihir Parmar, Sasidhar Kunapuli, Joe Barrow, Junda Wu, Ashish Singh, Yu Wang, Jiuxiang Gu, Franck Dernoncourt, Nesreen K. Ahmed, Nedim Lipka, Ruiyi Zhang, Xiang Chen, Tong Yu, Sungchul Kim, Hanieh Deilamsalehy, Namyong Park, Mike Rimer, Zhehao Zhang, Huanrui Yang, Ryan A. Rossi, Thien Huu Nguyen:
A Survey of Small Language Models. CoRR abs/2410.20011 (2024) - [i104]Reuben Luera, Ryan A. Rossi, Alexa F. Siu, Franck Dernoncourt, Tong Yu, Sungchul Kim, Ruiyi Zhang, Xiang Chen, Hanieh Salehy, Jian Zhao, Samyadeep Basu, Puneet Mathur, Nedim Lipka:
Survey of User Interface Design and Interaction Techniques in Generative AI Applications. CoRR abs/2410.22370 (2024) - 2023
- [c134]Puneet Mathur, Rajiv Jain, Jiuxiang Gu, Franck Dernoncourt, Dinesh Manocha, Vlad I. Morariu:
DocEdit: Language-Guided Document Editing. AAAI 2023: 1914-1922 - [c133]Catherine Yeh, Nedim Lipka, Franck Dernoncourt:
Envisioning the Next-Gen Document Reader. SDU@AAAI 2023 - [c132]Jielin Qiu, Jiacheng Zhu, Mengdi Xu, Franck Dernoncourt, Trung Bui, Zhaowen Wang, Bo Li, Ding Zhao, Hailin Jin:
SCCS: Semantics-Consistent Cross-domain Summarization via Optimal Transport Alignment. ACL (Findings) 2023: 1584-1601 - [c131]Luis Guzman-Nateras, Franck Dernoncourt, Thien Huu Nguyen:
Hybrid Knowledge Transfer for Improved Cross-Lingual Event Detection via Hierarchical Sample Selection. ACL (1) 2023: 5414-5427 - [c130]Amir Pouran Ben Veyseh, Franck Dernoncourt, Bonan Min, Thien Huu Nguyen:
Generating Labeled Data for Relation Extraction: A Meta Learning Approach with Joint GPT-2 Training. ACL (Findings) 2023: 11466-11478 - [c129]Archiki Prasad, Trung Bui, Seunghyun Yoon, Hanieh Deilamsalehy, Franck Dernoncourt, Mohit Bansal:
MeetingQA: Extractive Question-Answering on Meeting Transcripts. ACL (1) 2023: 15000-15025 - [c128]Yebowen Hu, Timothy Ganter, Hanieh Deilamsalehy, Franck Dernoncourt, Hassan Foroosh, Fei Liu:
MeetingBank: A Benchmark Dataset for Meeting Summarization. ACL (1) 2023: 16409-16423 - [c127]Zhongfen Deng, Seunghyun Yoon, Trung Bui, Franck Dernoncourt, Quan Hung Tran, Shuaiqi Liu, Wenting Zhao, Tao Zhang, Yibo Wang, Philip S. Yu:
Aspect-based Meeting Transcript Summarization: A Two-Stage Approach with Weak Supervision on Sentence Classification. IEEE Big Data 2023: 636-645 - [c126]Jianna So, Nedim Lipka, Alexa F. Siu, Ryan A. Rossi, Franck Dernoncourt:
How Small Businesses Transform PDF Agreements into Action. CSCW Companion 2023: 177-181 - [c125]Ziyan Yang, Kushal Kafle, Franck Dernoncourt, Vicente Ordonez:
Improving Visual Grounding by Encouraging Consistent Gradient-Based Explanations. CVPR 2023: 19165-19174 - [c124]Anvesh Rao Vijjini, Hanieh Deilamsalehy, Franck Dernoncourt, Snigdha Chaturvedi:
Curricular Next Conversation Prediction Pretraining for Transcript Segmentation. EACL (Findings) 2023: 2552-2562 - [c123]Viet Dac Lai, Chien Van Nguyen, Nghia Trung Ngo, Thuat Nguyen, Franck Dernoncourt, Ryan A. Rossi, Thien Huu Nguyen:
Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human Feedback. EMNLP (Demos) 2023: 318-327 - [c122]Viet Dac Lai, Nghia Trung Ngo, Amir Pouran Ben Veyseh, Hieu Man, Franck Dernoncourt, Trung Bui, Thien Huu Nguyen:
ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual Learning. EMNLP (Findings) 2023: 13171-13189 - [c121]Chien Nguyen, Huy Nguyen, Franck Dernoncourt, Thien Huu Nguyen:
Transitioning Representations between Languages for Cross-lingual Event Detection via Langevin Dynamics. EMNLP (Findings) 2023: 14085-14093 - [c120]Ioana Croitoru, Simion-Vlad Bogolin, Samuel Albanie, Yang Liu, Zhaowen Wang, Seunghyun Yoon, Franck Dernoncourt, Hailin Jin, Trung Bui:
Moment Detection in Long Tutorial Videos. ICCV 2023: 2594-2604 - [c119]Yicong Hong, Yang Zhou, Ruiyi Zhang, Franck Dernoncourt, Trung Bui, Stephen Gould, Hao Tan:
Learning Navigational Visual Representations with Semantic Map Supervision. ICCV 2023: 3032-3044 - [c118]Siva Uday Sampreeth Chebolu, Franck Dernoncourt, Nedim Lipka, Thamar Solorio:
A Review of Datasets for Aspect-based Sentiment Analysis. IJCNLP (1) 2023: 611-628 - [c117]Oriol Nieto, Zeyu Jin, Franck Dernoncourt, Justin Salamon:
Efficient Spoken Language Recognition via Multilabel Classification. INTERSPEECH 2023: 506-510 - [c116]Viet Dac Lai, Abel Salinas, Hao Tan, Trung Bui, Quan Tran, Seunghyun Yoon, Hanieh Deilamsalehy, Franck Dernoncourt, Thien Huu Nguyen:
Boosting Punctuation Restoration with Data Generation and Reinforcement Learning. INTERSPEECH 2023: 2133-2137 - [c115]Jean-Peïc Chou, Alexa Fay Siu, Nedim Lipka, Ryan A. Rossi, Franck Dernoncourt, Maneesh Agrawala:
TaleStream: Supporting Story Ideation with Trope Knowledge. UIST 2023: 52:1-52:12 - [c114]Puneet Mathur, Rajiv Jain, Ashutosh Mehra, Jiuxiang Gu, Franck Dernoncourt, Anandhavelu Natarajan, Quan Hung Tran, Verena Kaynig-Fittkau, Ani Nenkova, Dinesh Manocha, Vlad I. Morariu:
LayerDoc: Layer-wise Extraction of Spatial Hierarchical Structure in Visually-Rich Documents. WACV 2023: 3599-3609 - [c113]Jielin Qiu, Franck Dernoncourt, Trung Bui, Zhaowen Wang, Ding Zhao, Hailin Jin:
LiveSeg: Unsupervised Multimodal Temporal Segmentation of Long Livestream Videos. WACV 2023: 5177-5187 - [i103]Sajad Sotudeh, Nazli Goharian, Hanieh Deilamsalehy, Franck Dernoncourt:
Curriculum-guided Abstractive Summarization for Mental Health Online Posts. CoRR abs/2302.00954 (2023) - [i102]Sajad Sotudeh, Hanieh Deilamsalehy, Franck Dernoncourt, Nazli Goharian:
Curriculum-Guided Abstractive Summarization. CoRR abs/2302.01342 (2023) - [i101]Catherine Yeh, Nedim Lipka, Franck Dernoncourt:
Envisioning the Next-Gen Document Reader. CoRR abs/2302.07492 (2023) - [i100]Viet Dac Lai, Nghia Trung Ngo, Amir Pouran Ben Veyseh, Hieu Man, Franck Dernoncourt, Trung Bui, Thien Huu Nguyen:
ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual Learning. CoRR abs/2304.05613 (2023) - [i99]Yebowen Hu, Tim Ganter, Hanieh Deilamsalehy, Franck Dernoncourt, Hassan Foroosh, Fei Liu:
MeetingBank: A Benchmark Dataset for Meeting Summarization. CoRR abs/2305.17529 (2023) - [i98]Oriol Nieto, Zeyu Jin, Franck Dernoncourt, Justin Salamon:
Efficient Spoken Language Recognition via Multilabel Classification. CoRR abs/2306.01945 (2023) - [i97]April Chen, Ryan A. Rossi, Namyong Park, Puja Trivedi, Yu Wang, Tong Yu, Sungchul Kim, Franck Dernoncourt, Nesreen K. Ahmed:
Fairness-Aware Graph Neural Networks: A Survey. CoRR abs/2307.03929 (2023) - [i96]Yicong Hong, Yang Zhou, Ruiyi Zhang, Franck Dernoncourt, Trung Bui, Stephen Gould, Hao Tan:
Learning Navigational Visual Representations with Semantic Map Supervision. CoRR abs/2307.12335 (2023) - [i95]Viet Dac Lai, Abel Salinas, Hao Tan, Trung Bui, Quan Hung Tran, Seunghyun Yoon, Hanieh Deilamsalehy, Franck Dernoncourt, Thien Huu Nguyen:
Boosting Punctuation Restoration with Data Generation and Reinforcement Learning. CoRR abs/2307.12949 (2023) - [i94]Viet Dac Lai, Chien Van Nguyen, Nghia Trung Ngo, Thuat Nguyen, Franck Dernoncourt, Ryan A. Rossi, Thien Huu Nguyen:
Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human Feedback. CoRR abs/2307.16039 (2023) - [i93]Isabel O. Gallegos, Ryan A. Rossi, Joe Barrow, Md. Mehrab Tanjim, Sungchul Kim, Franck Dernoncourt, Tong Yu, Ruiyi Zhang, Nesreen K. Ahmed:
Bias and Fairness in Large Language Models: A Survey. CoRR abs/2309.00770 (2023) - [i92]Jean-Peïc Chou, Alexa F. Siu, Nedim Lipka, Ryan A. Rossi, Franck Dernoncourt, Maneesh Agrawala:
TaleStream: Supporting Story Ideation with Trope Knowledge. CoRR abs/2309.03790 (2023) - [i91]Meryem M'hamdi, Jonathan May, Franck Dernoncourt, Trung Bui, Seunghyun Yoon:
Multilingual Sentence-Level Semantic Search using Meta-Distillation Learning. CoRR abs/2309.08185 (2023) - [i90]Jon Saad-Falcon, Joe Barrow, Alexa F. Siu, Ani Nenkova, Ryan A. Rossi, Franck Dernoncourt:
PDFTriage: Question Answering over Long, Structured Documents. CoRR abs/2309.08872 (2023) - [i89]Thuat Nguyen, Chien Van Nguyen, Viet Dac Lai, Hieu Man, Nghia Trung Ngo, Franck Dernoncourt, Ryan A. Rossi, Thien Huu Nguyen:
CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages. CoRR abs/2309.09400 (2023) - [i88]Siva Uday Sampreeth Chebolu, Franck Dernoncourt, Nedim Lipka, Thamar Solorio:
OATS: Opinion Aspect Target Sentiment Quadruple Extraction Dataset for Aspect-Based Sentiment Analysis. CoRR abs/2309.13297 (2023) - [i87]Zhongfen Deng, Seunghyun Yoon, Trung Bui, Franck Dernoncourt, Quan Hung Tran, Shuaiqi Liu, Wenting Zhao, Tao Zhang, Yibo Wang, Philip S. Yu:
Aspect-based Meeting Transcript Summarization: A Two-Stage Approach with Weak Supervision on Sentence Classification. CoRR abs/2311.04292 (2023) - [i86]Puja Trivedi, Ryan A. Rossi, David Arbour, Tong Yu, Franck Dernoncourt, Sungchul Kim, Nedim Lipka, Namyong Park, Nesreen K. Ahmed, Danai Koutra:
Leveraging Graph Diffusion Models for Network Refinement Tasks. CoRR abs/2311.17856 (2023) - [i85]Linzi Xing, Quan Hung Tran, Fabian Caba, Franck Dernoncourt, Seunghyun Yoon, Zhaowen Wang, Trung Bui, Giuseppe Carenini:
Multi-Modal Video Topic Segmentation with Dual-Contrastive Domain Adaptation. CoRR abs/2312.00220 (2023) - 2022
- [c112]Hyounghun Kim, Doo Soon Kim, Seunghyun Yoon, Franck Dernoncourt, Trung Bui, Mohit Bansal:
CAISE: Conversational Agent for Image Search and Editing. AAAI 2022: 10903-10911 - [c111]Steven Layne, Sebastian Gehrmann, Franck Dernoncourt, Lidan Wang, Trung Bui, Walter Chang:
A Framework for Automated Text Generation Benchmarking. SDU@AAAI 2022 - [c110]Amir Pouran Ben Veyseh, Nicole Meister, Franck Dernoncourt, Thien Huu Nguyen:
Acronym Extraction and Acronym Disambiguation Shared Tasks at the Scientific Document Understanding Workshop 2022. SDU@AAAI 2022 - [c109]Amir Pouran Ben Veyseh, Ning Xu, Quan Hung Tran, Varun Manjunatha, Franck Dernoncourt, Thien Huu Nguyen:
Transfer Learning and Prediction Consistency for Detecting Offensive Spans of Text. ACL (Findings) 2022: 1630-1637 - [c108]Amir Pouran Ben Veyseh, Minh Van Nguyen, Franck Dernoncourt, Bonan Min, Thien Huu Nguyen:
Document-Level Event Argument Extraction via Optimal Transport. ACL (Findings) 2022: 1648-1658 - [c107]Sajad Sotudeh, Nazli Goharian, Hanieh Deilamsalehy, Franck Dernoncourt:
Curriculum-guided Abstractive Summarization for Mental Health Online Posts. LOUHI@EMNLP 2022: 148-153 - [c106]Phung Lai, NhatHai Phan, Tong Sun, Rajiv Jain, Franck Dernoncourt, Jiuxiang Gu, Nikolaos Barmpalios:
User-Entity Differential Privacy in Learning Natural Language Models. IEEE Big Data 2022: 1465-1474 - [c105]Xiaolei Huang, Franck Dernoncourt, Mark Dredze:
Enriching Unsupervised User Embedding via Medical Concepts. CHIL 2022: 63-78 - [c104]Yeon Seonwoo, Seunghyun Yoon, Franck Dernoncourt, Trung Bui, Alice Oh:
Virtual Knowledge Graph Construction for Zero-Shot Domain-Specific Document Retrieval. COLING 2022: 1169-1178 - [c103]Viet Dac Lai, Amir Pouran Ben Veyseh, Minh Van Nguyen, Franck Dernoncourt, Thien Huu Nguyen:
MECI: A Multilingual Dataset for Event Causality Identification. COLING 2022: 2346-2356 - [c102]Khalil Mrini, Harpreet Singh, Franck Dernoncourt, Seunghyun Yoon, Trung Bui, Walter Chang, Emilia Farcas, Ndapa Nakashole:
Medical Question Understanding and Answering with Knowledge Grounding and Semantic Self-Supervision. COLING 2022: 2734-2747 - [c101]Amir Pouran Ben Veyseh, Nicole Meister, Seunghyun Yoon, Rajiv Jain, Franck Dernoncourt, Thien Huu Nguyen:
MACRONYM: A Large-Scale Dataset for Multilingual and Multi-Domain Acronym Extraction. COLING 2022: 3309-3314 - [c100]Cesa Salaam, Franck Dernoncourt, Trung Bui, Danda B. Rawat, Seunghyun Yoon:
Offensive Content Detection via Synthetic Code-Switched Text. COLING 2022: 6617-6624 - [c99]Amir Pouran Ben Veyseh, Quan Hung Tran, Seunghyun Yoon, Varun Manjunatha, Hanieh Deilamsalehy, Rajiv Jain, Trung Bui, Walter Chang, Franck Dernoncourt, Thien Huu Nguyen:
Keyphrase Prediction from Video Transcripts: New Dataset and Directions. COLING 2022: 7147-7155 - [c98]Amir Pouran Ben Veyseh, Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen:
Event Extraction in Video Transcripts. COLING 2022: 7156-7165 - [c97]Puneet Mathur, Mihir Goyal, Ramit Sawhney, Ritik Mathur, Jochen L. Leidner, Franck Dernoncourt, Dinesh Manocha:
DocFin: Multimodal Financial Prediction and Bias Mitigation using Semi-structured Documents. EMNLP (Findings) 2022: 1933-1940 - [c96]Viet Dac Lai, Hieu Man, Linh Ngo Van, Franck Dernoncourt, Thien Huu Nguyen:
Multilingual SubEvent Relation Extraction: A Novel Dataset and Structure Induction Method. EMNLP (Findings) 2022: 5559-5570 - [c95]Minh Van Nguyen, Bonan Min, Franck Dernoncourt, Thien Huu Nguyen:
Learning Cross-Task Dependencies for Joint Extraction of Entities, Events, Event Arguments, and Relations. EMNLP 2022: 9349-9360 - [c94]Amir Pouran Ben Veyseh, Javid Ebrahimi, Franck Dernoncourt, Thien Huu Nguyen:
MEE: A Novel Multilingual Event Extraction Dataset. EMNLP 2022: 9603-9613 - [c93]Puneet Mathur, Franck Dernoncourt, Quan Hung Tran, Jiuxiang Gu, Ani Nenkova, Vlad I. Morariu, Rajiv Jain, Dinesh Manocha:
DocLayoutTTS: Dataset and Baselines for Layout-informed Document-level Neural Speech Synthesis. INTERSPEECH 2022: 451-455 - [c92]Viet Dac Lai, Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen:
BehanceCC: A ChitChat Detection Dataset For Livestreaming Video Transcripts. LREC 2022: 7284-7290 - [c91]Amir Pouran Ben Veyseh, Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen:
BehanceQA: A New Dataset for Identifying Question-Answer Pairs in Video Transcripts. LREC 2022: 7321-7327 - [c90]Puneet Mathur, Atula Tejaswi Neerkaje, Malika Chhibber, Ramit Sawhney, Fuming Guo, Franck Dernoncourt, Sanghamitra Dutta, Dinesh Manocha:
MONOPOLY: Financial Prediction from MONetary POLicY Conference Videos Using Multimodal Cues. ACM Multimedia 2022: 2276-2285 - [c89]Adyasha Maharana, Quan Hung Tran, Franck Dernoncourt, Seunghyun Yoon, Trung Bui, Walter Chang, Mohit Bansal:
Multimodal Intent Discovery from Livestream Videos. NAACL-HLT (Findings) 2022: 476-489 - [c88]Jaemin Cho, Seunghyun Yoon, Ajinkya Kale, Franck Dernoncourt, Trung Bui, Mohit Bansal:
Fine-grained Image Captioning with CLIP Reward. NAACL-HLT (Findings) 2022: 517-527 - [c87]Puneet Mathur, Vlad I. Morariu, Verena Kaynig-Fittkau, Jiuxiang Gu, Franck Dernoncourt, Quan Hung Tran, Ani Nenkova, Dinesh Manocha, Rajiv Jain:
DocTime: A Document-level Temporal Dependency Graph Parser. NAACL-HLT 2022: 993-1009 - [c86]Viet Dac Lai, Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen:
BehancePR: A Punctuation Restoration Dataset for Livestreaming Video Transcript. NAACL-HLT (Findings) 2022: 1943-1951 - [c85]Luis Guzman-Nateras, Viet Dac Lai, Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen:
Event Detection for Suicide Understanding. NAACL-HLT (Findings) 2022: 1952-1961 - [c84]Amir Pouran Ben Veyseh, Minh Van Nguyen, Franck Dernoncourt, Thien Huu Nguyen:
MINION: a Large-Scale and Diverse Dataset for Multilingual Event Detection. NAACL-HLT 2022: 2286-2299 - [c83]Minh Van Nguyen, Bonan Min, Franck Dernoncourt, Thien Huu Nguyen:
Joint Extraction of Entities, Relations, and Events via Modeling Inter-Instance and Inter-Label Dependencies. NAACL-HLT 2022: 4363-4374 - [c82]Viet Dac Lai, Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen:
SemEval 2022 Task 12: Symlink - Linking Mathematical Symbols to their Descriptions. SemEval@NAACL 2022: 1671-1678 - [c81]