Franck Dernoncourt

381 papers A* 29A 10B 21C 2Misc 5Journal 193Unranked 116
YearRankTypeTitle / Venue / Authors
2026 — conf
A Survey on LLM-based Conversational User Simulation.
EACL (Volume 1: Long Papers)
Bo Ni, Yu Wang, Leyao Wang, Branislav Kveton, Franck Dernoncourt, Yu Xia, Hongjie Chen, Reuben Luera, Samyadeep Basu, Subhojyoti Mukherjee, Puneet Mathur, Nesreen K. Ahmed, Junda Wu, Li Li, Huixin Zhang, Ruiyi Zhang, Tong Yu, Sungchul Kim, Jiuxiang Gu, Zhengzhong Tu, Alexa F. Siu, Zichao Wang, Seunghyun Yoon, Nedim Lipka, Namyong Park, Zihao Lin, Trung Bui, Yue Zhao, Tyler Derr, Ryan A. Rossi
2026 J jnl
Agent Banana: High-Fidelity Image Editing with Agentic Thinking and Tooling.
CoRR
Ruijie Ye, Jiayi Zhang, Zhuoxin Liu, Zihao Zhu, Siyuan Yang, Li Li, Tianfu Fu, Franck Dernoncourt, Yue Zhao, Jiacheng Zhu, Ryan Rossi, Wenhao Chai, Zhengzhong Tu
2026 J jnl
Agentic Planning with Reasoning for Image Styling via Offline RL.
CoRR
Subhojyoti Mukherjee, Stefano Petrangeli, Branislav Kveton, Trung Bui, Franck Dernoncourt, Arko Mukherjee
2026 J jnl
Anticipatory Planning for Multimodal AI Agents.
CoRR
Yongyuan Liang, Shijie Zhou, Yu Gu, Hao Tan, Gang Wu, Franck Dernoncourt, Jihyung Kil, Ryan A. Rossi, Ruiyi Zhang
2026 J jnl
Benchmarking Knowledge-Extraction Attack and Defense on Retrieval-Augmented Generation.
CoRR
Zhisheng Qi, Utkarsh Sahu, Li Ma, Haoyu Han, Ryan Rossi, Franck Dernoncourt, Mahantesh Halappanavar, Nesreen K. Ahmed, Yushun Dong, Yue Zhao, Yu Zhang, Yu Wang
2026 J jnl
Blind to the Human Touch: Overlap Bias in LLM-Based Summary Evaluation.
CoRR
Jiangnan Fang, Cheng-Tse Liu, Hanieh Deilamsalehy, Nesreen K. Ahmed, Puneet Mathur, Nedim Lipka, Franck Dernoncourt, Ryan A. Rossi
2026 J jnl
Can Large Language Models Keep Up? Benchmarking Online Adaptation to Continual Knowledge Streams.
CoRR
Jiyeon Kim, Hyunji Lee, Dylan Zhou, Sue Hyun Park, Seunghyun Yoon, Trung Bui, Franck Dernoncourt, Sungmin Cha, Minjoon Seo
2026 J jnl
Cluster-R1: Large Reasoning Models Are Instruction-following Clustering Agents.
CoRR
Peijun Qing, Puneet Mathur, Nedim Lipka, Varun Manjunatha, Ryan Rossi, Franck Dernoncourt, Saeed Hassanpour, Soroush Vosoughi
2026 J jnl
Human-Aligned MLLM Judges for Fine-Grained Image Editing Evaluation: A Benchmark, Framework, and Analysis.
CoRR
Runzhou Liu, Hailey Weingord, Sejal Mittal, Prakhar Dungarwal, Anusha Nandula, Bo Ni, Samyadeep Basu, Hongjie Chen, Nesreen K. Ahmed, Li Li, Jiayi Zhang, Koustava Goswami, Subhojyoti Mukherjee, Branislav Kveton, Puneet Mathur, Franck Dernoncourt, Yue Zhao, Yu Wang, Ryan A. Rossi, Zhengzhong Tu, Hongru Du
2026 J jnl
InfinityStory: Unlimited Video Generation with World Consistency and Character-Aware Shot Transitions.
CoRR
Mohamed Elmoghany, Liangbing Zhao, Xiaoqian Shen, Subhojyoti Mukherjee, Yang Zhou, Gang Wu, Viet Dac Lai, Seunghyun Yoon, Ryan Rossi, Abdullah Rashwan, Puneet Mathur, Varun Manjunatha, Daksh Dangi, Chien Nguyen, Nedim Lipka, Trung Bui, Krishna Kumar Singh, Ruiyi Zhang, Xiaolei Huang, Jaemin Cho, Yu Wang, Namyong Park, Zhengzhong Tu, Hongjie Chen, Hoda Eldardiry, Nesreen K. Ahmed, Thien Huu Nguyen, Dinesh Manocha, Mohamed Elhoseiny, Franck Dernoncourt
2026 — conf
Instruction Tuning with and without Context: Behavioral Shifts and Downstream Impact.
EACL (Volume 1: Long Papers)
Hyunji Lee, Seunghyun Yoon, Yunjae Won, Hanseok Oh, Geewook Kim, Trung Bui, Franck Dernoncourt, Elias Stengel-Eskin, Mohit Bansal, Minjoon Seo
2026 A conf
Knowledge Homophily in Large Language Models.
WSDM
Utkarsh Sahu, Zhisheng Qi, Mahantesh Halappanavar, Nedim Lipka, Ryan A. Rossi, Franck Dernoncourt, Yu Zhang, Yao Ma, Yu Wang
2026 J jnl
PRISM: Learning Design Knowledge from Data for Stylistic Design Improvement.
CoRR
Huaxiaoyue Wang, Sunav Choudhary, Franck Dernoncourt, Yu Shen, Stefano Petrangeli
2026 J jnl
Reasoning-Based Personalized Generation for Users with Sparse Data.
CoRR
Bo Ni, Branislav Kveton, Samyadeep Basu, Subhojyoti Mukherjee, Leyao Wang, Franck Dernoncourt, Sungchul Kim, Seunghyun Yoon, Zichao Wang, Ruiyi Zhang, Puneet Mathur, Jihyung Kil, Jiuxiang Gu, Nedim Lipka, Yu Wang, Ryan A. Rossi, Tyler Derr
2026 J jnl
Segment Length Matters: A Study of Segment Lengths on Audio Fingerprinting Performance.
CoRR
Ziling Gong, Yunyan Ouyang, Iram Kamdar, Melody Ma, Hongjie Chen, Franck Dernoncourt, Ryan A. Rossi, Nesreen K. Ahmed
2026 — conf
Skill Discovery for Software Scripting Automation via Offline Simulations with LLMs.
EACL (Findings)
Paiheng Xu, Gang Wu, Xiang Chen, Tong Yu, Chang Xiao, Franck Dernoncourt, Tianyi Zhou, Wei Ai, Viswanathan (Vishy) Swaminathan
2026 J jnl
Test-Time Strategies for More Efficient and Accurate Agentic RAG.
CoRR
Brian Zhang, Deepti Guntur, Zhiyang Zuo, Abhinav Sharma, Shreyas Chaudhari, Wenlong Zhao, Franck Dernoncourt, Puneet Mathur, Ryan Rossi, Nedim Lipka
2026 J jnl
ViT-AdaLA: Adapting Vision Transformers with Linear Attention.
CoRR
Yifan Li, Seunghyun Yoon, Viet Dac Lai, Franck Dernoncourt, Jason Kuen, Yu Kong, Trung Bui
2026 A* conf
VipAct: Visual-Perception Enhancement via Specialized VLM Agent Collaboration and Tool-use.
AAAI
Zhehao Zhang, Ryan A. Rossi, Tong Yu, Franck Dernoncourt, Ruiyi Zhang, Jiuxiang Gu, Sungchul Kim, Xiang Chen, Zichao Wang, Nedim Lipka
2025 Misc conf
A Framework for Fine-Tuning LLMs Using Heterogeneous Feedback.
RANLP
Ryan Aponte, Ryan A. Rossi, Shunan Guo, Franck Dernoncourt, Tong Yu, Xiang Chen, Subrata Mitra, Nedim Lipka
2025 J jnl
A Graph Perspective to Probe Structural Patterns of Knowledge in Large Language Models.
CoRR
Utkarsh Sahu, Zhisheng Qi, Yongjia Lei, Ryan A. Rossi, Franck Dernoncourt, Nesreen K. Ahmed, Mahantesh M. Halappanavar, Yao Ma, Yu Wang
2025 A* conf
A Large-scale Training Paradigm for Graph Generative Models.
ICLR
Yu Wang, Ryan A. Rossi, Namyong Park, Huiyuan Chen, Nesreen K. Ahmed, Puja Trivedi, Franck Dernoncourt, Danai Koutra, Tyler Derr
2025 J jnl
A Personalized Conversational Benchmark: Towards Simulating Personalized Conversations.
CoRR
Li Li, Peilin Cai, Ryan A. Rossi, Franck Dernoncourt, Branislav Kveton, Junda Wu, Tong Yu, Linxin Song, Tiankai Yang, Yuehan Qin, Nesreen K. Ahmed, Samyadeep Basu, Subhojyoti Mukherjee, Ruiyi Zhang, Zhengmian Hu, Bo Ni, Yuxiao Zhou, Zichao Wang, Yue Huang, Yu Wang, Xiangliang Zhang, Philip S. Yu, Xiyang Hu, Yue Zhao
2025 — conf
A Survey on Long-Video Storytelling Generation: Architectures, Consistency, and Cinematic Quality.
ICCVW
Mohamed Elmoghany, Ryan A. Rossi, Seunghyun Yoon, Subhojyoti Mukherjee, Eslam Mohamed Bakr, Puneet Mathur, Gang Wu, Viet Dac Lai, Nedim Lipka, Ruiyi Zhang, Varun Manjunatha, Chien Nguyen, Daksh Dangi, Abel Salinas, Hongjie Chen, Xiaolei Huang, Joe Barrow, Nesreen K. Ahmed, Hoda Eldardiry, Namyong Park, Yu Wang, Zhengzhong Tu, Thien Huu Nguyen, Dinesh Manocha, Mohamed Elhoseiny, Franck Dernoncourt
2025 J jnl
A Survey on Long-Video Storytelling Generation: Architectures, Consistency, and Cinematic Quality.
CoRR
Mohamed Elmoghany, Ryan A. Rossi, Seunghyun Yoon, Subhojyoti Mukherjee, Eslam Mohamed Bakr, Puneet Mathur, Gang Wu, Viet Dac Lai, Nedim Lipka, Ruiyi Zhang, Varun Manjunatha, Chien Van Nguyen, Daksh Dangi, Abel Salinas, Mohammad Reza Taesiri, Hongjie Chen, Xiaolei Huang, Joe Barrow, Nesreen K. Ahmed, Hoda Eldardiry, Namyong Park, Yu Wang, Jaemin Cho, Anh Totti Nguyen, Zhengzhong Tu, Thien Huu Nguyen, Dinesh Manocha, Mohamed Elhoseiny, Franck Dernoncourt
2025 Misc conf
A Survey on Small Language Models.
RANLP
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, Nesreen K. Ahmed, Nedim Lipka, Ruiyi Zhang, Xiang Chen, Tong Yu, Sungchul Kim, Hanieh Deilamsalehy, Namyong Park, Michael Rimer, Zhehao Zhang, Huanrui Yang, Puneet Mathur, Gang Wu, Franck Dernoncourt, Ryan A. Rossi, Thien Huu Nguyen
2025 — conf
CORG: Generating Answers from Complex, Interrelated Contexts.
NAACL (Long Papers)
Hyunji Lee, Franck Dernoncourt, Trung Bui, Seunghyun Yoon
2025 J jnl
CORG: Generating Answers from Complex, Interrelated Contexts.
CoRR
Hyunji Lee, Franck Dernoncourt, Trung Bui, Seunghyun Yoon
2025 — conf
ChartCitor: Answer Citations for ChartQA via Multi-Agent LLM Retrieval.
WWW (Companion Volume)
Kanika Goswami, Puneet Mathur, Ryan A. Rossi, Franck Dernoncourt
2025 J jnl
ChartCitor: Multi-Agent Framework for Fine-Grained Chart Visual Attribution.
CoRR
Kanika Goswami, Puneet Mathur, Ryan A. Rossi, Franck Dernoncourt
2025 — conf
ChartLens: Fine-grained Visual Attribution in Charts.
ACL (1)
Manan Suri, Puneet Mathur, Nedim Lipka, Franck Dernoncourt, Ryan A. Rossi, Dinesh Manocha
2025 J jnl
ChartLens: Fine-grained Visual Attribution in Charts.
CoRR
Manan Suri, Puneet Mathur, Nedim Lipka, Franck Dernoncourt, Ryan A. Rossi, Dinesh Manocha
2025 J jnl
Charts Are Not Images: On the Challenges of Scientific Chart Editing.
CoRR
Shawn Li, Ryan A. Rossi, Sungchul Kim, Sunav Choudhary, Franck Dernoncourt, Puneet Mathur, Zhengzhong Tu, Yue Zhao
2025 J jnl
Context-Informed Grounding Supervision.
CoRR
Hyunji Lee, Seunghyun Yoon, Yunjae Won, Hanseok Oh, Geewook Kim, Trung Bui, Franck Dernoncourt, Elias Stengel-Eskin, Mohit Bansal, Minjoon Seo
2025 — conf
Demystifying the Power of Large Language Models in Graph Generation.
NAACL (Findings)
Yu Wang, Ryan A. Rossi, Namyong Park, Nesreen K. Ahmed, Danai Koutra, Franck Dernoncourt, Tyler Derr
2025 J jnl
Document Attribution: Examining Citation Relationships using Large Language Models.
CoRR
Vipula Rawte, Ryan A. Rossi, Franck Dernoncourt, Nedim Lipka
2025 J jnl
Efficient Model Selection for Time Series Forecasting via LLMs.
CoRR
Wang Wei, Tiankai Yang, Hongjie Chen, Ryan A. Rossi, Yue Zhao, Franck Dernoncourt, Hoda Eldardiry
2025 J jnl
Exploring Rewriting Approaches for Different Conversational Tasks.
CoRR
Md. Mehrab Tanjim, Ryan A. Rossi, Mike Rimer, Xiang Chen, Sungchul Kim, Vaishnavi Muppala, Tong Yu, Zhengmian Hu, Ritwik Sinha, Wei Zhang, Iftikhar Ahamath Burhanuddin, Franck Dernoncourt
2025 Misc conf
FigCaps-HF: A Figure-to-Caption Generative Framework and Benchmark with Human Feedback.
RANLP
Ashish Singh, Ashutosh Singh, Prateek Agarwal, Zixuan Huang, Arpita Singh, Tong Yu, Sungchul Kim, Victor Soares Bursztyn, Nesreen K. Ahmed, Puneet Mathur, Erik G. Learned-Miller, Franck Dernoncourt, Ryan A. Rossi
2025 A* conf
Follow the Flow: Fine-grained Flowchart Attribution with Neurosymbolic Agents.
EMNLP
Manan Suri, Puneet Mathur, Nedim Lipka, Franck Dernoncourt, Ryan A. Rossi, Vivek Gupta, Dinesh Manocha
2025 J jnl
Follow the Flow: Fine-grained Flowchart Attribution with Neurosymbolic Agents.
CoRR
Manan Suri, Puneet Mathur, Nedim Lipka, Franck Dernoncourt, Ryan A. Rossi, Vivek Gupta, Dinesh Manocha
2025 J jnl
Forecasting Time Series with LLMs via Patch-Based Prompting and Decomposition.
CoRR
Mayank Bumb, Anshul Vemulapalli, Sri Harsha Vardhan Prasad Jella, Anish Gupta, An La, Ryan A. Rossi, Hongjie Chen, Franck Dernoncourt, Nesreen K. Ahmed, Yu Wang
2025 — conf
From Selection to Generation: A Survey of LLM-based Active Learning.
ACL (1)
Yu Xia, Subhojyoti Mukherjee, Zhouhang Xie, Junda Wu, Xintong Li, Ryan Aponte, Hanjia Lyu, Joe Barrow, Hongjie Chen, Franck Dernoncourt, Branislav Kveton, Tong Yu, Ruiyi Zhang, Jiuxiang Gu, Nesreen K. Ahmed, Yu Wang, Xiang Chen, Hanieh Deilamsalehy, Sungchul Kim, Zhengmian Hu, Yue Zhao, Nedim Lipka, Seunghyun Yoon, Ting-Hao Kenneth Huang, Zichao Wang, Puneet Mathur, Soumyabrata Pal, Koyel Mukherjee, Zhehao Zhang, Namyong Park, Thien Huu Nguyen, Jiebo Luo, Ryan A. Rossi, Julian J. McAuley
2025 J jnl
From Selection to Generation: A Survey of LLM-based Active Learning.
CoRR
Yu Xia, Subhojyoti Mukherjee, Zhouhang Xie, Junda Wu, Xintong Li, Ryan Aponte, Hanjia Lyu, Joe Barrow, Hongjie Chen, Franck Dernoncourt, Branislav Kveton, Tong Yu, Ruiyi Zhang, Jiuxiang Gu, Nesreen K. Ahmed, Yu Wang, Xiang Chen, Hanieh Deilamsalehy, Sungchul Kim, Zhengmian Hu, Yue Zhao, Nedim Lipka, Seunghyun Yoon, Ting-Hao Kenneth Huang, Zichao Wang, Puneet Mathur, Soumyabrata Pal, Koyel Mukherjee, Zhehao Zhang, Namyong Park, Thien Huu Nguyen, Jiebo Luo, Ryan A. Rossi, Julian J. McAuley
2025 — conf
GUI Agents: A Survey.
ACL (Findings)
Dang Nguyen, Jian Chen, Yu Wang, Gang Wu, Namyong Park, Zhengmian Hu, Hanjia Lyu, Junda Wu, Ryan Aponte, Yu Xia, Xintong Li, Jing Shi, Hongjie Chen, Viet Dac Lai, Zhouhang Xie, Sungchul Kim, Ruiyi Zhang, Tong Yu, Md. Mehrab Tanjim, Nesreen K. Ahmed, Puneet Mathur, Seunghyun Yoon, Lina Yao, Branislav Kveton, Jihyung Kil, Thien Huu Nguyen, Trung Bui, Tianyi Zhou, Ryan A. Rossi, Franck Dernoncourt
2025 J jnl
InfoVids: Reimagining the Viewer Experience with Alternative Visualization-Presenter Relationships.
CoRR
Ji Won Chung, Tongyu Zhou, Ivy Chen, Kevin Hsu, Ryan A. Rossi, Alexa F. Siu, Shunan Guo, Franck Dernoncourt, James Tompkin, Jeff Huang
2025 J jnl
Iterative Critique-Refine Framework for Enhancing LLM Personalization.
CoRR
Durga Prasad Maram, Dhruvin Gandhi, Zonghai Yao, Gayathri Akkinapalli, Franck Dernoncourt, Yu Wang, Ryan A. Rossi, Nesreen K. Ahmed
2025 J jnl
Knowledge Homophily in Large Language Models.
CoRR
Utkarsh Sahu, Zhisheng Qi, Mahantesh Halappanavar, Nedim Lipka, Ryan A. Rossi, Franck Dernoncourt, Yu Zhang, Yao Ma, Yu Wang
2025 J jnl
LUSIFER: Language Universal Space Integration for Enhanced Multilingual Embeddings with Large Language Models.
CoRR
Hieu Man, Nghia Trung Ngo, Viet Dac Lai, Ryan A. Rossi, Franck Dernoncourt, Thien Huu Nguyen
2025 A* conf
LUSIFER: Language Universal Space Integration for Enhanced Representation in Multilingual Text Embedding Models.
SIGIR
Hieu Man, Nghia Trung Ngo, Viet Dac Lai, Ryan A. Rossi, Franck Dernoncourt, Thien Huu Nguyen
2025 — conf
LaMP-Cap: Personalized Figure Caption Generation With Multimodal Figure Profiles.
EMNLP (Findings)
Ho Yin Sam Ng, Edward Hsu, Aashish Anantha Ramakrishnan, Branislav Kveton, Nedim Lipka, Franck Dernoncourt, Dongwon Lee, Tong Yu, Sungchul Kim, Ryan A. Rossi, Ting-Hao Kenneth Huang
2025 J jnl
LaMP-Cap: Personalized Figure Caption Generation With Multimodal Figure Profiles.
CoRR
Ho Yin Sam Ng, Ting-Yao Hsu, Aashish Anantha Ramakrishnan, Branislav Kveton, Nedim Lipka, Franck Dernoncourt, Dongwon Lee, Tong Yu, Sungchul Kim, Ryan A. Rossi, Ting-Hao Kenneth Huang
2025 J jnl
Learning to Route LLMs from Bandit Feedback: One Policy, Many Trade-offs.
CoRR
Wang Wei, Tiankai Yang, Hongjie Chen, Yue Zhao, Franck Dernoncourt, Ryan A. Rossi, Hoda Eldardiry
2025 J jnl
Lizard: An Efficient Linearization Framework for Large Language Models.
CoRR
Chien Van Nguyen, Ruiyi Zhang, Hanieh Deilamsalehy, Puneet Mathur, Viet Dac Lai, Haoliang Wang, Jayakumar Subramanian, Ryan A. Rossi, Trung Bui, Nikos Vlassis, Franck Dernoncourt, Thien Huu Nguyen
2025 J jnl
MLLM as a UI Judge: Benchmarking Multimodal LLMs for Predicting Human Perception of User Interfaces.
CoRR
Reuben Luera, Ryan A. Rossi, Franck Dernoncourt, Samyadeep Basu, Sungchul Kim, Subhojyoti Mukherjee, Puneet Mathur, Ruiyi Zhang, Jihyung Kil, Nedim Lipka, Seunghyun Yoon, Jiuxiang Gu, Zichao Wang, Cindy Xiong Bearfield, Branislav Kveton
2025 J jnl
MODS: Moderating a Mixture of Document Speakers to Summarize Debatable Queries in Document Collections.
CoRR
Nishant Balepur, Alexa F. Siu, Nedim Lipka, Franck Dernoncourt, Tong Sun, Jordan L. Boyd-Graber, Puneet Mathur
2025 J jnl
MS4UI: A Dataset for Multi-modal Summarization of User Interface Instructional Videos.
CoRR
Yuan Zang, Hao Tan, Seunghyun Yoon, Franck Dernoncourt, Jiuxiang Gu, Kushal Kafle, Chen Sun, Trung Bui
2025 — conf
Mixture of Structural-and-Textual Retrieval over Text-rich Graph Knowledge Bases.
ACL (Findings)
Yongjia Lei, Haoyu Han, Ryan A. Rossi, Franck Dernoncourt, Nedim Lipka, Mahantesh M. Halappanavar, Jiliang Tang, Yu Wang
2025 J jnl
Mixture of Structural-and-Textual Retrieval over Text-rich Graph Knowledge Bases.
CoRR
Yongjia Lei, Haoyu Han, Ryan A. Rossi, Franck Dernoncourt, Nedim Lipka, Mahantesh M. Halappanavar, Jiliang Tang, Yu Wang
2025 — conf
MoDS: Moderating a Mixture of Document Speakers to Summarize Debatable Queries in Document Collections.
NAACL (Long Papers)
Nishant Balepur, Alexa F. Siu, Nedim Lipka, Franck Dernoncourt, Tong Sun, Jordan Lee Boyd-Graber, Puneet Mathur
2025 Misc conf
Multi-LLM Debiasing Framework.
RANLP
Deonna M. Owens, Ryan A. Rossi, Sungchul Kim, Tong Yu, Franck Dernoncourt, Xiang Chen, Ruiyi Zhang, Jiuxiang Gu, Hanieh Deilamsalehy, Nedim Lipka
2025 Misc conf
Multi-LLM Text Summarization.
RANLP
Jiangnan Fang, Cheng-Tse Liu, Jieun Kim, Yash Bhedaru, Ethan Liu, Nikhil Singh, Nedim Lipka, Puneet Mathur, Nesreen K. Ahmed, Franck Dernoncourt, Ryan A. Rossi, Hanieh Deilamsalehy
2025 A* conf
NoLiMa: Long-Context Evaluation Beyond Literal Matching.
ICML
Ali Modarressi, Hanieh Deilamsalehy, Franck Dernoncourt, Trung Bui, Ryan A. Rossi, Seunghyun Yoon, Hinrich Schütze
2025 J jnl
NoLiMa: Long-Context Evaluation Beyond Literal Matching.
CoRR
Ali Modarressi, Hanieh Deilamsalehy, Franck Dernoncourt, Trung Bui, Ryan A. Rossi, Seunghyun Yoon, Hinrich Schütze
2025 J jnl
Personalization of Large Language Models: A Survey.
Trans. Mach. Learn. Res.
Zhehao Zhang, Ryan A. Rossi, Branislav Kveton, Yijia Shao, Diyi Yang, Hamed Zamani, Franck Dernoncourt, Joe Barrow, Tong Yu, Sungchul Kim, Ruiyi Zhang, Jiuxiang Gu, Tyler Derr, Hongjie Chen, Junda Wu, Xiang Chen, Zichao Wang, Subrata Mitra, Nedim Lipka, Nesreen K. Ahmed, Yu Wang
2025 J jnl
Personalized Graph-Based Retrieval for Large Language Models.
CoRR
Steven Au, Cameron J. Dimacali, Ojasmitha Pedirappagari, Namyong Park, Franck Dernoncourt, Yu Wang, Nikos Kanakaris, Hanieh Deilamsalehy, Ryan A. Rossi, Nesreen K. Ahmed
2025 — conf
Personalizing Data Delivery: Investigating User Characteristics and Enhancing LLM Predictions.
WWW (Companion Volume)
Reuben Luera, Ryan A. Rossi, Franck Dernoncourt, Alexa F. Siu, Sungchul Kim, Tong Yu, Ruiyi Zhang, Xiang Chen, Nedim Lipka, Zhehao Zhang, Seon Gyeom Kim, Tak Yeon Lee
2025 — conf
PlotEdit: Natural Language-Driven Accessible Chart Editing in PDFs via Multimodal LLM Agents.
ECIR (5)
Kanika Goswami, Puneet Mathur, Ryan A. Rossi, Franck Dernoncourt
2025 J jnl
PlotEdit: Natural Language-Driven Accessible Chart Editing in PDFs via Multimodal LLM Agents.
CoRR
Kanika Goswami, Puneet Mathur, Ryan A. Rossi, Franck Dernoncourt
2025 J jnl
PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Feedback.
CoRR
Kanika Goswami, Puneet Mathur, Ryan A. Rossi, Franck Dernoncourt
2025 — conf
PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Retrieval Feedback.
WWW (Companion Volume)
Kanika Goswami, Puneet Mathur, Ryan A. Rossi, Franck Dernoncourt
2025 J jnl
Quantitative LLM Judges.
CoRR
Aishwarya Sahoo, Jeevana Kruthi Karnuthala, Tushar Parmanand Budhwani, Pranchal Agarwal, Sankaran Vaidyanathan, Alexa F. Siu, Franck Dernoncourt, Jennifer Healey, Nedim Lipka, Ryan A. Rossi, Uttaran Bhattacharya, Branislav Kveton
2025 A* conf
SV-RAG: LoRA-Contextualizing Adaptation of MLLMs for Long Document Understanding.
ICLR
Jian Chen, Ruiyi Zhang, Yufan Zhou, Tong Yu, Franck Dernoncourt, Jiuxiang Gu, Ryan A. Rossi, Changyou Chen, Tong Sun
2025 — conf
Self-Debiasing Large Language Models: Zero-Shot Recognition and Reduction of Stereotypes.
NAACL (Short Papers)
Isabel O. Gallegos, Ryan Aponte, Ryan A. Rossi, Joe Barrow, Md. Mehrab Tanjim, Tong Yu, Hanieh Deilamsalehy, Ruiyi Zhang, Sungchul Kim, Franck Dernoncourt, Nedim Lipka, Deonna M. Owens, Jiuxiang Gu
2025 J jnl
Skill Discovery for Software Scripting Automation via Offline Simulations with LLMs.
CoRR
Paiheng Xu, Gang Wu, Xiang Chen, Tong Yu, Chang Xiao, Franck Dernoncourt, Tianyi Zhou, Wei Ai, Viswanathan (Vishy) Swaminathan
2025 — conf
SlimLM: An Efficient Small Language Model for On-Device Document Assistance.
ACL (3)
Thang M. Pham, Phat T. Nguyen, Seunghyun Yoon, Viet Dac Lai, Franck Dernoncourt, Trung Bui
2025 J jnl
Steering MoE LLMs via Expert (De)Activation.
CoRR
Mohsen Fayyaz, Ali Modarressi, Hanieh Deilamsalehy, Franck Dernoncourt, Ryan A. Rossi, Trung Bui, Hinrich Schütze, Nanyun Peng
2025 J jnl
StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos.
CoRR
Daeun Lee, Subhojyoti Mukherjee, Branislav Kveton, Ryan A. Rossi, Viet Dac Lai, Seunghyun Yoon, Trung Bui, Franck Dernoncourt, Mohit Bansal
2025 J jnl
Structured Uncertainty guided Clarification for LLM Agents.
CoRR
Manan Suri, Puneet Mathur, Nedim Lipka, Franck Dernoncourt, Ryan A. Rossi, Dinesh Manocha
2025 J jnl
The Photographer Eye: Teaching Multimodal Large Language Models to See and Critique like Photographers.
CoRR
Daiqing Qi, Handong Zhao, Jing Shi, Simon Jenni, Yifei Fan, Franck Dernoncourt, Scott Cohen, Sheng Li
2025 A* conf
The Photographer's Eye: Teaching Multimodal Large Language Models to See, and Critique Like Photographers.
CVPR
Daiqing Qi, Handong Zhao, Jing Shi, Simon Jenni, Yifei Fan, Franck Dernoncourt, Scott Cohen, Sheng Li
2025 J jnl
Towards Trustworthy Retrieval Augmented Generation for Large Language Models: A Survey.
CoRR
Bo Ni, Zheyuan Liu, Leyao Wang, Yongjia Lei, Yuying Zhao, Xueqi Cheng, Qingkai Zeng, Luna Dong, Yinglong Xia, Krishnaram Kenthapadi, Ryan A. Rossi, Franck Dernoncourt, Md. Mehrab Tanjim, Nesreen K. Ahmed, Xiaorui Liu, Wenqi Fan, Erik Blasch, Yu Wang, Meng Jiang, Tyler Derr
2025 J jnl
Towards Visual Text Grounding of Multimodal Large Language Model.
CoRR
Ming Li, Ruiyi Zhang, Jian Chen, Jiuxiang Gu, Yufan Zhou, Franck Dernoncourt, Wanrong Zhu, Tianyi Zhou, Tong Sun
2025 J jnl
Understanding Generative AI Capabilities in Everyday Image Editing Tasks.
CoRR
Mohammad Reza Taesiri, Brandon Collins, Logan Bolton, Viet Dac Lai, Franck Dernoncourt, Trung Bui, Anh Totti Nguyen
2025 — conf
VisDoM: Multi-Document QA with Visually Rich Elements Using Multimodal Retrieval-Augmented Generation.
NAACL (Long Papers)
Manan Suri, Puneet Mathur, Franck Dernoncourt, Kanika Goswami, Ryan A. Rossi, Dinesh Manocha
2025 J jnl
mSCoRe: a
CoRR
Nghia Trung Ngo, Franck Dernoncourt, Thien Huu Nguyen
2024 J jnl
A Framework for Fine-Tuning LLMs using Heterogeneous Feedback.
CoRR
Ryan Aponte, Ryan A. Rossi, Shunan Guo, Franck Dernoncourt, Tong Yu, Xiang Chen, Subrata Mitra, Nedim Lipka
2024 J jnl
A Multi-LLM Debiasing Framework.
CoRR
Deonna M. Owens, Ryan A. Rossi, Sungchul Kim, Tong Yu, Franck Dernoncourt, Xiang Chen, Ruiyi Zhang, Jiuxiang Gu, Hanieh Deilamsalehy, Nedim Lipka
2024 J jnl
A Survey of Small Language Models.
CoRR
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
2024 A* conf
An Analysis of Multilingual FActScore.
EMNLP
Vu Trong Kim, Michael Krumdick, Varshini Reddy, Franck Dernoncourt, Viet Dac Lai
2024 J jnl
An Analysis of Multilingual FActScore.
CoRR
Vu Trong Kim, Michael Krumdick, Varshini Reddy, Franck Dernoncourt, Viet Dac Lai
2024 J jnl
Bias and Fairness in Large Language Models: A Survey.
Comput. Linguistics
Isabel O. Gallegos, Ryan A. Rossi, Joe Barrow, Md. Mehrab Tanjim, Sungchul Kim, Franck Dernoncourt, Tong Yu, Ruiyi Zhang, Nesreen K. Ahmed
2024 J jnl
Comprehensive and Practical Evaluation of Retrieval-Augmented Generation Systems for Medical Question Answering.
CoRR
Nghia Trung Ngo, Chien Van Nguyen, Franck Dernoncourt, Thien Huu Nguyen
2024 — conf
CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages.
LREC/COLING
Thuat Nguyen, Chien Van Nguyen, Viet Dac Lai, Hieu Man, Nghia Trung Ngo, Franck Dernoncourt, Ryan A. Rossi, Thien Huu Nguyen
2024 A* conf
DocEdit-v2: Document Structure Editing Via Multimodal LLM Grounding.
EMNLP
Manan Suri, Puneet Mathur, Franck Dernoncourt, Rajiv Jain, Vlad I. Morariu, Ramit Sawhney, Preslav Nakov, Dinesh Manocha
2024 J jnl
DocEdit-v2: Document Structure Editing Via Multimodal LLM Grounding.
CoRR
Manan Suri, Puneet Mathur, Franck Dernoncourt, Rajiv Jain, Vlad I. Morariu, Ramit Sawhney, Preslav Nakov, Dinesh Manocha
2024 — conf
DocScript: Document-level Script Event Prediction.
LREC/COLING
Puneet Mathur, Vlad I. Morariu, Aparna Garimella, Franck Dernoncourt, Jiuxiang Gu, Ramit Sawhney, Preslav Nakov, Dinesh Manocha, Rajiv Jain
2024 J jnl
Domain-specific Question Answering with Hybrid Search.
CoRR
Dewang Sultania, Zhaoyu Lu, Twisha Naik, Franck Dernoncourt, David Seunghyun Yoon, Sanat Sharma, Trung Bui, Ashok Gupta, Tushar Vatsa, Suhas Suresha, Ishita Verma, Vibha Belavadi, Cheng Chen, Michael Friedrich
2024 J jnl
DynaSaur: Large Language Agents Beyond Predefined Actions.
CoRR
Dang Nguyen, Viet Dac Lai, Seunghyun Yoon, Ryan A. Rossi, Handong Zhao, Ruiyi Zhang, Puneet Mathur, Nedim Lipka, Yu Wang, Trung Bui, Franck Dernoncourt, Tianyi Zhou
2024 A* conf
Editing Partially Observable Networks via Graph Diffusion Models.
ICML
Puja Trivedi, Ryan A. Rossi, David Arbour, Tong Yu, Franck Dernoncourt, Sungchul Kim, Nedim Lipka, Namyong Park, Nesreen K. Ahmed, Danai Koutra
2024 J jnl
Fairness-Aware Graph Neural Networks: A Survey.
ACM Trans. Knowl. Discov. Data
April Chen, Ryan A. Rossi, Namyong Park, Puja Trivedi, Yu Wang, Tong Yu, Sungchul Kim, Franck Dernoncourt, Nesreen K. Ahmed
2024 — conf
Fine-tuning CLIP Text Encoders with Two-step Paraphrasing.
EACL (Findings)
Hyunjae Kim, Seunghyun Yoon, Trung Bui, Handong Zhao, Quan Hung Tran, Franck Dernoncourt, Jaewoo Kang
2024 J jnl
Fine-tuning CLIP Text Encoders with Two-step Paraphrasing.
CoRR
Hyunjae Kim, Seunghyun Yoon, Trung Bui, Handong Zhao, Quan Tran, Franck Dernoncourt, Jaewoo Kang
2024 J jnl
GRS-QA - Graph Reasoning-Structured Question Answering Dataset.
CoRR
Anish Pahilajani, Devasha Trivedi, Jincen Shuai, Khin S. Yone, Samyak Rajesh Jain, Namyong Park, Ryan A. Rossi, Nesreen K. Ahmed, Franck Dernoncourt, Yu Wang
2024 J jnl
GUI Agents: A Survey.
CoRR
Dang Nguyen, Jian Chen, Yu Wang, Gang Wu, Namyong Park, Zhengmian Hu, Hanjia Lyu, Junda Wu, Ryan Aponte, Yu Xia, Xintong Li, Jing Shi, Hongjie Chen, Viet Dac Lai, Zhouhang Xie, Sungchul Kim, Ruiyi Zhang, Tong Yu, Md. Mehrab Tanjim, Nesreen K. Ahmed, Puneet Mathur, Seunghyun Yoon, Lina Yao, Branislav Kveton, Thien Huu Nguyen, Trung Bui, Tianyi Zhou, Ryan A. Rossi, Franck Dernoncourt
2024 — conf
Hierarchical Selection of Important Context for Generative Event Causality Identification with Optimal Transports.
LREC/COLING
Hieu Man, Chien Van Nguyen, Nghia Trung Ngo, Linh Ngo Van, Franck Dernoncourt, Thien Huu Nguyen
2024 A conf
Identifying Speakers in Dialogue Transcripts: A Text-based Approach Using Pretrained Language Models.
INTERSPEECH
Minh Nguyen, Franck Dernoncourt, Seunghyun Yoon, Hanieh Deilamsalehy, Hao Tan, Ryan A. Rossi, Quan Hung Tran, Trung Bui, Thien Huu Nguyen
2024 J jnl
Identifying Speakers in Dialogue Transcripts: A Text-based Approach Using Pretrained Language Models.
CoRR
Minh Nguyen, Franck Dernoncourt, Seunghyun Yoon, Hanieh Deilamsalehy, Hao Tan, Ryan A. Rossi, Quan Hung Tran, Trung Bui, Thien Huu Nguyen
2024 J jnl
KaPQA: Knowledge-Augmented Product Question-Answering.
CoRR
Swetha Eppalapally, Daksh Dangi, Chaithra Bhat, Ankita Gupta, Ruiyi Zhang, Shubham Agarwal, Karishma Bagga, Seunghyun Yoon, Nedim Lipka, Ryan A. Rossi, Franck Dernoncourt
2024 J jnl
Large Generative Graph Models.
CoRR
Yu Wang, Ryan A. Rossi, Namyong Park, Huiyuan Chen, Nesreen K. Ahmed, Puja Trivedi, Franck Dernoncourt, Danai Koutra, Tyler Derr
2024 J jnl
LoRA-Contextualizing Adaptation of Large Multimodal Models for Long Document Understanding.
CoRR
Jian Chen, Ruiyi Zhang, Yufan Zhou, Tong Yu, Franck Dernoncourt, Jiuxiang Gu, Ryan A. Rossi, Changyou Chen, Tong Sun
2024 J jnl
LongLaMP: A Benchmark for Personalized Long-form Text Generation.
CoRR
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
2024 — conf
MCECR: A Novel Dataset for Multilingual Cross-Document Event Coreference Resolution.
NAACL-HLT (Findings)
Amir Pouran Ben Veyseh, Viet Dac Lai, Chien Nguyen, Franck Dernoncourt, Thien Huu Nguyen
2024 A* conf
Mastering Context-to-Label Representation Transformation for Event Causality Identification with Diffusion Models.
AAAI
Hieu Man, Franck Dernoncourt, Thien Huu Nguyen
2024 J jnl
Multi-LLM Text Summarization.
CoRR
Jiangnan Fang, Cheng-Tse Liu, Jieun Kim, Yash Bhedaru, Ethan Liu, Nikhil Singh, Nedim Lipka, Puneet Mathur, Nesreen K. Ahmed, Franck Dernoncourt, Ryan A. Rossi, Hanieh Deilamsalehy
2024 — conf
Multi-modal Video Topic Segmentation with Dual-Contrastive Domain Adaptation.
MMM (3)
Linzi Xing, Quan Hung Tran, Fabian Caba, Franck Dernoncourt, Seunghyun Yoon, Zhaowen Wang, Trung Bui, Giuseppe Carenini
2024 A* conf
Multilingual Meta-Distillation Alignment for Semantic Retrieval.
SIGIR
Meryem M'hamdi, Jonathan May, Franck Dernoncourt, Trung Bui, Seunghyun Yoon
2024 — conf
OATS: A Challenge Dataset for Opinion Aspect Target Sentiment Joint Detection for Aspect-Based Sentiment Analysis.
LREC/COLING
Siva Uday Sampreeth Chebolu, Franck Dernoncourt, Nedim Lipka, Thamar Solorio
2024 J jnl
Optimizing Data Delivery: Insights from User Preferences on Visuals, Tables, and Text.
CoRR
Reuben Luera, Ryan A. Rossi, Franck Dernoncourt, Alexa F. Siu, Sungchul Kim, Tong Yu, Ruiyi Zhang, Xiang Chen, Nedim Lipka, Zhehao Zhang, Seon Gyeom Kim, Tak Yeon Lee
2024 — conf
PDFTriage: Question Answering over Long, Structured Documents.
EMNLP (Industry Track)
Jon Saad-Falcon, Joe Barrow, Alexa F. Siu, Ani Nenkova, Seunghyun Yoon, Ryan A. Rossi, Franck Dernoncourt
2024 J jnl
Personalization of Large Language Models: A Survey.
CoRR
Zhehao Zhang, Ryan A. Rossi, Branislav Kveton, Yijia Shao, Diyi Yang, Hamed Zamani, Franck Dernoncourt, Joe Barrow, Tong Yu, Sungchul Kim, Ruiyi Zhang, Jiuxiang Gu, Tyler Derr, Hongjie Chen, Junda Wu, Xiang Chen, Zichao Wang, Subrata Mitra, Nedim Lipka, Nesreen K. Ahmed, Yu Wang
2024 J jnl
Personalized Multimodal Large Language Models: A Survey.
CoRR
Junda Wu, Hanjia Lyu, Yu Xia, Zhehao Zhang, Joe Barrow, Ishita Kumar, Mehrnoosh Mirtaheri, Hongjie Chen, Ryan A. Rossi, Franck Dernoncourt, Tong Yu, Ruiyi Zhang, Jiuxiang Gu, Nesreen K. Ahmed, Yu Wang, Xiang Chen, Hanieh Deilamsalehy, Namyong Park, Sungchul Kim, Huanrui Yang, Subrata Mitra, Zhengmian Hu, Nedim Lipka, Dang Nguyen, Yue Zhao, Jiebo Luo, Julian J. McAuley
2024 — ed.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: EMNLP 2024 - Industry Track, Miami, Florida, USA, November 12-16, 2024
EMNLP (Industry Track)
Franck Dernoncourt, Daniel Preotiuc-Pietro, Anastasia Shimorina
2024 — ed.
Proceedings of the Workshop on Scientific Document Understanding co-located with 37th AAAI Conference on Artificial Inteligence (AAAI 2023), Remote, February 14, 2023.
SDU@AAAI
Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen, Viet Dac Lai
2024 J jnl
ROAST: Review-level Opinion Aspect Sentiment Target Joint Detection.
CoRR
Siva Uday Sampreeth Chebolu, Franck Dernoncourt, Nedim Lipka, Thamar Solorio
2024 J jnl
Retrieval Augmented Generation for Domain-specific Question Answering.
CoRR
Sanat Sharma, David Seunghyun Yoon, Franck Dernoncourt, Dewang Sultania, Karishma Bagga, Mengjiao Zhang, Trung Bui, Varun Kotte
2024 A* conf
Scaling Up Video Summarization Pretraining with Large Language Models.
CVPR
Dawit Mureja Argaw, Seunghyun Yoon, Fabian Caba Heilbron, Hanieh Deilamsalehy, Trung Bui, Zhaowen Wang, Franck Dernoncourt, Joon Son Chung
2024 J jnl
Scaling Up Video Summarization Pretraining with Large Language Models.
CoRR
Dawit Mureja Argaw, Seunghyun Yoon, Fabian Caba Heilbron, Hanieh Deilamsalehy, Trung Bui, Zhaowen Wang, Franck Dernoncourt, Joon Son Chung
2024 J jnl
Self-Debiasing Large Language Models: Zero-Shot Recognition and Reduction of Stereotypes.
CoRR
Isabel O. Gallegos, Ryan A. Rossi, Joe Barrow, Md. Mehrab Tanjim, Tong Yu, Hanieh Deilamsalehy, Ruiyi Zhang, Sungchul Kim, Franck Dernoncourt
2024 J jnl
SlimLM: An Efficient Small Language Model for On-Device Document Assistance.
CoRR
Thang M. Pham, Phat T. Nguyen, Seunghyun Yoon, Viet Dac Lai, Franck Dernoncourt, Trung Bui
2024 J jnl
Survey of User Interface Design and Interaction Techniques in Generative AI Applications.
CoRR
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
2024 J jnl
Taipan: Efficient and Expressive State Space Language Models with Selective Attention.
CoRR
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
2024 A* conf
Towards Enhancing Coherence in Extractive Summarization: Dataset and Experiments with LLMs.
EMNLP
Mihir Parmar, Hanieh Deilamsalehy, Franck Dernoncourt, Seunghyun Yoon, Ryan A. Rossi, Trung Bui
2024 J jnl
Towards Enhancing Coherence in Extractive Summarization: Dataset and Experiments with LLMs.
CoRR
Mihir Parmar, Hanieh Deilamsalehy, Franck Dernoncourt, Seunghyun Yoon, Ryan A. Rossi, Trung Bui
2024 — conf
ULLME: A Unified Framework for Large Language Model Embeddings with Generation-Augmented Learning.
EMNLP (System Demonstrations)
Hieu Man, Nghia Trung Ngo, Franck Dernoncourt, Thien Huu Nguyen
2024 J jnl
ULLME: A Unified Framework for Large Language Model Embeddings with Generation-Augmented Learning.
CoRR
Hieu Man, Nghia Trung Ngo, Franck Dernoncourt, Thien Huu Nguyen
2024 J jnl
VipAct: Visual-Perception Enhancement via Specialized VLM Agent Collaboration and Tool-use.
CoRR
Zhehao Zhang, Ryan A. Rossi, Tong Yu, Franck Dernoncourt, Ruiyi Zhang, Jiuxiang Gu, Sungchul Kim, Xiang Chen, Zichao Wang, Nedim Lipka
2024 J jnl
VisDoM: Multi-Document QA with Visually Rich Elements Using Multimodal Retrieval-Augmented Generation.
CoRR
Manan Suri, Puneet Mathur, Franck Dernoncourt, Kanika Goswami, Ryan A. Rossi, Dinesh Manocha
2023 — conf
A Review of Datasets for Aspect-based Sentiment Analysis.
IJCNLP (1)
Siva Uday Sampreeth Chebolu, Franck Dernoncourt, Nedim Lipka, Thamar Solorio
2023 B conf
Aspect-based Meeting Transcript Summarization: A Two-Stage Approach with Weak Supervision on Sentence Classification.
IEEE Big Data
Zhongfen Deng, Seunghyun Yoon, Trung Bui, Franck Dernoncourt, Quan Hung Tran, Shuaiqi Liu, Wenting Zhao, Tao Zhang, Yibo Wang, Philip S. Yu
2023 J jnl
Aspect-based Meeting Transcript Summarization: A Two-Stage Approach with Weak Supervision on Sentence Classification.
CoRR
Zhongfen Deng, Seunghyun Yoon, Trung Bui, Franck Dernoncourt, Quan Hung Tran, Shuaiqi Liu, Wenting Zhao, Tao Zhang, Yibo Wang, Philip S. Yu
2023 J jnl
Bias and Fairness in Large Language Models: A Survey.
CoRR
Isabel O. Gallegos, Ryan A. Rossi, Joe Barrow, Md. Mehrab Tanjim, Sungchul Kim, Franck Dernoncourt, Tong Yu, Ruiyi Zhang, Nesreen K. Ahmed
2023 A conf
Boosting Punctuation Restoration with Data Generation and Reinforcement Learning.
INTERSPEECH
Viet Dac Lai, Abel Salinas, Hao Tan, Trung Bui, Quan Tran, Seunghyun Yoon, Hanieh Deilamsalehy, Franck Dernoncourt, Thien Huu Nguyen
2023 J jnl
Boosting Punctuation Restoration with Data Generation and Reinforcement Learning.
CoRR
Viet Dac Lai, Abel Salinas, Hao Tan, Trung Bui, Quan Hung Tran, Seunghyun Yoon, Hanieh Deilamsalehy, Franck Dernoncourt, Thien Huu Nguyen
2023 — conf
ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual Learning.
EMNLP (Findings)
Viet Dac Lai, Nghia Trung Ngo, Amir Pouran Ben Veyseh, Hieu Man, Franck Dernoncourt, Trung Bui, Thien Huu Nguyen
2023 J jnl
ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual Learning.
CoRR
Viet Dac Lai, Nghia Trung Ngo, Amir Pouran Ben Veyseh, Hieu Man, Franck Dernoncourt, Trung Bui, Thien Huu Nguyen
2023 J jnl
CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages.
CoRR
Thuat Nguyen, Chien Van Nguyen, Viet Dac Lai, Hieu Man, Nghia Trung Ngo, Franck Dernoncourt, Ryan A. Rossi, Thien Huu Nguyen
2023 — conf
Curricular Next Conversation Prediction Pretraining for Transcript Segmentation.
EACL (Findings)
Anvesh Rao Vijjini, Hanieh Deilamsalehy, Franck Dernoncourt, Snigdha Chaturvedi
2023 J jnl
Curriculum-Guided Abstractive Summarization.
CoRR
Sajad Sotudeh, Hanieh Deilamsalehy, Franck Dernoncourt, Nazli Goharian
2023 J jnl
Curriculum-guided Abstractive Summarization for Mental Health Online Posts.
CoRR
Sajad Sotudeh, Nazli Goharian, Hanieh Deilamsalehy, Franck Dernoncourt
2023 A* conf
DocEdit: Language-Guided Document Editing.
AAAI
Puneet Mathur, Rajiv Jain, Jiuxiang Gu, Franck Dernoncourt, Dinesh Manocha, Vlad I. Morariu
2023 A conf
Efficient Spoken Language Recognition via Multilabel Classification.
INTERSPEECH
Oriol Nieto, Zeyu Jin, Franck Dernoncourt, Justin Salamon
2023 J jnl
Efficient Spoken Language Recognition via Multilabel Classification.
CoRR
Oriol Nieto, Zeyu Jin, Franck Dernoncourt, Justin Salamon
2023 — conf
Envisioning the Next-Gen Document Reader.
SDU@AAAI
Catherine Yeh, Nedim Lipka, Franck Dernoncourt
2023 J jnl
Envisioning the Next-Gen Document Reader.
CoRR
Catherine Yeh, Nedim Lipka, Franck Dernoncourt
2023 J jnl
Fairness-Aware Graph Neural Networks: A Survey.
CoRR
April Chen, Ryan A. Rossi, Namyong Park, Puja Trivedi, Yu Wang, Tong Yu, Sungchul Kim, Franck Dernoncourt, Nesreen K. Ahmed
2023 — conf
Generating Labeled Data for Relation Extraction: A Meta Learning Approach with Joint GPT-2 Training.
ACL (Findings)
Amir Pouran Ben Veyseh, Franck Dernoncourt, Bonan Min, Thien Huu Nguyen
2023 — conf
How Small Businesses Transform PDF Agreements into Action.
CSCW Companion
Jianna So, Nedim Lipka, Alexa F. Siu, Ryan A. Rossi, Franck Dernoncourt
2023 — conf
Hybrid Knowledge Transfer for Improved Cross-Lingual Event Detection via Hierarchical Sample Selection.
ACL (1)
Luis Guzman-Nateras, Franck Dernoncourt, Thien Huu Nguyen
2023 A* conf
Improving Visual Grounding by Encouraging Consistent Gradient-Based Explanations.
CVPR
Ziyan Yang, Kushal Kafle, Franck Dernoncourt, Vicente Ordonez
2023 A conf
LayerDoc: Layer-wise Extraction of Spatial Hierarchical Structure in Visually-Rich Documents.
WACV
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
2023 A* conf
Learning Navigational Visual Representations with Semantic Map Supervision.
ICCV
Yicong Hong, Yang Zhou, Ruiyi Zhang, Franck Dernoncourt, Trung Bui, Stephen Gould, Hao Tan
2023 J jnl
Learning Navigational Visual Representations with Semantic Map Supervision.
CoRR
Yicong Hong, Yang Zhou, Ruiyi Zhang, Franck Dernoncourt, Trung Bui, Stephen Gould, Hao Tan
2023 J jnl
Leveraging Graph Diffusion Models for Network Refinement Tasks.
CoRR
Puja Trivedi, Ryan A. Rossi, David Arbour, Tong Yu, Franck Dernoncourt, Sungchul Kim, Nedim Lipka, Namyong Park, Nesreen K. Ahmed, Danai Koutra
2023 A conf
LiveSeg: Unsupervised Multimodal Temporal Segmentation of Long Livestream Videos.
WACV
Jielin Qiu, Franck Dernoncourt, Trung Bui, Zhaowen Wang, Ding Zhao, Hailin Jin
2023 — conf
MeetingBank: A Benchmark Dataset for Meeting Summarization.
ACL (1)
Yebowen Hu, Timothy Ganter, Hanieh Deilamsalehy, Franck Dernoncourt, Hassan Foroosh, Fei Liu
2023 J jnl
MeetingBank: A Benchmark Dataset for Meeting Summarization.
CoRR
Yebowen Hu, Tim Ganter, Hanieh Deilamsalehy, Franck Dernoncourt, Hassan Foroosh, Fei Liu
2023 — conf
MeetingQA: Extractive Question-Answering on Meeting Transcripts.
ACL (1)
Archiki Prasad, Trung Bui, Seunghyun Yoon, Hanieh Deilamsalehy, Franck Dernoncourt, Mohit Bansal
2023 A* conf
Moment Detection in Long Tutorial Videos.
ICCV
Ioana Croitoru, Simion-Vlad Bogolin, Samuel Albanie, Yang Liu, Zhaowen Wang, Seunghyun Yoon, Franck Dernoncourt, Hailin Jin, Trung Bui
2023 J jnl
Multi-Modal Video Topic Segmentation with Dual-Contrastive Domain Adaptation.
CoRR
Linzi Xing, Quan Hung Tran, Fabian Caba, Franck Dernoncourt, Seunghyun Yoon, Zhaowen Wang, Trung Bui, Giuseppe Carenini
2023 J jnl
Multilingual Sentence-Level Semantic Search using Meta-Distillation Learning.
CoRR
Meryem M'hamdi, Jonathan May, Franck Dernoncourt, Trung Bui, Seunghyun Yoon
2023 J jnl
OATS: Opinion Aspect Target Sentiment Quadruple Extraction Dataset for Aspect-Based Sentiment Analysis.
CoRR
Siva Uday Sampreeth Chebolu, Franck Dernoncourt, Nedim Lipka, Thamar Solorio
2023 — conf
Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human Feedback.
EMNLP (Demos)
Viet Dac Lai, Chien Van Nguyen, Nghia Trung Ngo, Thuat Nguyen, Franck Dernoncourt, Ryan A. Rossi, Thien Huu Nguyen
2023 J jnl
Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human Feedback.
CoRR
Viet Dac Lai, Chien Van Nguyen, Nghia Trung Ngo, Thuat Nguyen, Franck Dernoncourt, Ryan A. Rossi, Thien Huu Nguyen
2023 J jnl
PDFTriage: Question Answering over Long, Structured Documents.
CoRR
Jon Saad-Falcon, Joe Barrow, Alexa F. Siu, Ani Nenkova, Ryan A. Rossi, Franck Dernoncourt
2023 — conf
SCCS: Semantics-Consistent Cross-domain Summarization via Optimal Transport Alignment.
ACL (Findings)
Jielin Qiu, Jiacheng Zhu, Mengdi Xu, Franck Dernoncourt, Trung Bui, Zhaowen Wang, Bo Li, Ding Zhao, Hailin Jin
2023 A* conf
TaleStream: Supporting Story Ideation with Trope Knowledge.
UIST
Jean-Peïc Chou, Alexa Fay Siu, Nedim Lipka, Ryan A. Rossi, Franck Dernoncourt, Maneesh Agrawala
2023 J jnl
TaleStream: Supporting Story Ideation with Trope Knowledge.
CoRR
Jean-Peïc Chou, Alexa F. Siu, Nedim Lipka, Ryan A. Rossi, Franck Dernoncourt, Maneesh Agrawala
2023 — conf
Transitioning Representations between Languages for Cross-lingual Event Detection via Langevin Dynamics.
EMNLP (Findings)
Chien Nguyen, Huy Nguyen, Franck Dernoncourt, Thien Huu Nguyen
2022 — conf
A Framework for Automated Text Generation Benchmarking.
SDU@AAAI
Steven Layne, Sebastian Gehrmann, Franck Dernoncourt, Lidan Wang, Trung Bui, Walter Chang
2022 — conf
Acronym Extraction and Acronym Disambiguation Shared Tasks at the Scientific Document Understanding Workshop 2022.
SDU@AAAI
Amir Pouran Ben Veyseh, Nicole Meister, Franck Dernoncourt, Thien Huu Nguyen
2022 B conf
BehanceCC: A ChitChat Detection Dataset For Livestreaming Video Transcripts.
LREC
Viet Dac Lai, Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen
2022 — conf
BehancePR: A Punctuation Restoration Dataset for Livestreaming Video Transcript.
NAACL-HLT (Findings)
Viet Dac Lai, Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen
2022 B conf
BehanceQA: A New Dataset for Identifying Question-Answer Pairs in Video Transcripts.
LREC
Amir Pouran Ben Veyseh, Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen
2022 A* conf
CAISE: Conversational Agent for Image Search and Editing.
AAAI
Hyounghun Kim, Doo Soon Kim, Seunghyun Yoon, Franck Dernoncourt, Trung Bui, Mohit Bansal
2022 J jnl
CAISE: Conversational Agent for Image Search and Editing.
CoRR
Hyounghun Kim, Doo Soon Kim, Seunghyun Yoon, Franck Dernoncourt, Trung Bui, Mohit Bansal
2022 — conf
Curriculum-guided Abstractive Summarization for Mental Health Online Posts.
LOUHI@EMNLP
Sajad Sotudeh, Nazli Goharian, Hanieh Deilamsalehy, Franck Dernoncourt
2022 — conf
DocFin: Multimodal Financial Prediction and Bias Mitigation using Semi-structured Documents.
EMNLP (Findings)
Puneet Mathur, Mihir Goyal, Ramit Sawhney, Ritik Mathur, Jochen L. Leidner, Franck Dernoncourt, Dinesh Manocha
2022 A conf
DocLayoutTTS: Dataset and Baselines for Layout-informed Document-level Neural Speech Synthesis.
INTERSPEECH
Puneet Mathur, Franck Dernoncourt, Quan Hung Tran, Jiuxiang Gu, Ani Nenkova, Vlad I. Morariu, Rajiv Jain, Dinesh Manocha
2022 — conf
DocTime: A Document-level Temporal Dependency Graph Parser.
NAACL-HLT
Puneet Mathur, Vlad I. Morariu, Verena Kaynig-Fittkau, Jiuxiang Gu, Franck Dernoncourt, Quan Hung Tran, Ani Nenkova, Dinesh Manocha, Rajiv Jain
2022 — conf
Document-Level Event Argument Extraction via Optimal Transport.
ACL (Findings)
Amir Pouran Ben Veyseh, Minh Van Nguyen, Franck Dernoncourt, Bonan Min, Thien Huu Nguyen
2022 — conf
Enriching Unsupervised User Embedding via Medical Concepts.
CHIL
Xiaolei Huang, Franck Dernoncourt, Mark Dredze
2022 J jnl
Enriching Unsupervised User Embedding via Medical Concepts.
CoRR
Xiaolei Huang, Franck Dernoncourt, Mark Dredze
2022 — conf
Event Detection for Suicide Understanding.
NAACL-HLT (Findings)
Luis Guzman-Nateras, Viet Dac Lai, Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen
2022 B conf
Event Extraction in Video Transcripts.
COLING
Amir Pouran Ben Veyseh, Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen
2022 J jnl
Factual Error Correction for Abstractive Summaries Using Entity Retrieval.
CoRR
Hwanhee Lee, Cheon-Eum Park, Seunghyun Yoon, Trung Bui, Franck Dernoncourt, Juae Kim, Kyomin Jung
2022 — conf
Fine-grained Image Captioning with CLIP Reward.
NAACL-HLT (Findings)
Jaemin Cho, Seunghyun Yoon, Ajinkya Kale, Franck Dernoncourt, Trung Bui, Mohit Bansal
2022 J jnl
Fine-grained Image Captioning with CLIP Reward.
CoRR
Jaemin Cho, Seunghyun Yoon, Ajinkya Kale, Franck Dernoncourt, Trung Bui, Mohit Bansal
2022 J jnl
Improving Keyphrase Extraction with Data Augmentation and Information Filtering.
CoRR
Amir Pouran Ben Veyseh, Nicole Meister, Franck Dernoncourt, Thien Huu Nguyen
2022 J jnl
Improving Visual Grounding by Encouraging Consistent Gradient-based Explanations.
CoRR
Ziyan Yang, Kushal Kafle, Franck Dernoncourt, Vicente Ordóñez Román
2022 — conf
Joint Extraction of Entities, Relations, and Events via Modeling Inter-Instance and Inter-Label Dependencies.
NAACL-HLT
Minh Van Nguyen, Bonan Min, Franck Dernoncourt, Thien Huu Nguyen
2022 B conf
Keyphrase Prediction from Video Transcripts: New Dataset and Directions.
COLING
Amir Pouran Ben Veyseh, Quan Hung Tran, Seunghyun Yoon, Varun Manjunatha, Hanieh Deilamsalehy, Rajiv Jain, Trung Bui, Walter Chang, Franck Dernoncourt, Thien Huu Nguyen
2022 A* conf
Learning Cross-Task Dependencies for Joint Extraction of Entities, Events, Event Arguments, and Relations.
EMNLP
Minh Van Nguyen, Bonan Min, Franck Dernoncourt, Thien Huu Nguyen
2022 J jnl
LiveSeg: Unsupervised Multimodal Temporal Segmentation of Long Livestream Videos.
CoRR
Jielin Qiu, Franck Dernoncourt, Trung Bui, Zhaowen Wang, Ding Zhao, Hailin Jin
2022 B conf
MACRONYM: A Large-Scale Dataset for Multilingual and Multi-Domain Acronym Extraction.
COLING
Amir Pouran Ben Veyseh, Nicole Meister, Seunghyun Yoon, Rajiv Jain, Franck Dernoncourt, Thien Huu Nguyen
2022 J jnl
MACRONYM: A Large-Scale Dataset for Multilingual and Multi-Domain Acronym Extraction.
CoRR
Amir Pouran Ben Veyseh, Nicole Meister, Seunghyun Yoon, Rajiv Jain, Franck Dernoncourt, Thien Huu Nguyen
2022 B conf
MECI: A Multilingual Dataset for Event Causality Identification.
COLING
Viet Dac Lai, Amir Pouran Ben Veyseh, Minh Van Nguyen, Franck Dernoncourt, Thien Huu Nguyen
2022 A* conf
MEE: A Novel Multilingual Event Extraction Dataset.
EMNLP
Amir Pouran Ben Veyseh, Javid Ebrahimi, Franck Dernoncourt, Thien Huu Nguyen
2022 J jnl
MEE: A Novel Multilingual Event Extraction Dataset.
CoRR
Amir Pouran Ben Veyseh, Javid Ebrahimi, Franck Dernoncourt, Thien Huu Nguyen
2022 J jnl
MHMS: Multimodal Hierarchical Multimedia Summarization.
CoRR
Jielin Qiu, Jiacheng Zhu, Mengdi Xu, Franck Dernoncourt, Trung Bui, Zhaowen Wang, Bo Li, Ding Zhao, Hailin Jin
2022 — conf
MINION: a Large-Scale and Diverse Dataset for Multilingual Event Detection.
NAACL-HLT
Amir Pouran Ben Veyseh, Minh Van Nguyen, Franck Dernoncourt, Thien Huu Nguyen
2022 J jnl
MINION: a Large-Scale and Diverse Dataset for Multilingual Event Detection.
CoRR
Amir Pouran Ben Veyseh, Minh Van Nguyen, Franck Dernoncourt, Thien Huu Nguyen
2022 A* conf
MONOPOLY: Financial Prediction from MONetary POLicY Conference Videos Using Multimodal Cues.
ACM Multimedia
Puneet Mathur, Atula Tejaswi Neerkaje, Malika Chhibber, Ramit Sawhney, Fuming Guo, Franck Dernoncourt, Sanghamitra Dutta, Dinesh Manocha
2022 B conf
Medical Question Understanding and Answering with Knowledge Grounding and Semantic Self-Supervision.
COLING
Khalil Mrini, Harpreet Singh, Franck Dernoncourt, Seunghyun Yoon, Trung Bui, Walter Chang, Emilia Farcas, Ndapa Nakashole
2022 J jnl
Medical Question Understanding and Answering with Knowledge Grounding and Semantic Self-Supervision.
CoRR
Khalil Mrini, Harpreet Singh, Franck Dernoncourt, Seunghyun Yoon, Trung Bui, Walter Chang, Emilia Farcas, Ndapa Nakashole
2022 — conf
Multilingual SubEvent Relation Extraction: A Novel Dataset and Structure Induction Method.
EMNLP (Findings)
Viet Dac Lai, Hieu Man, Linh Ngo Van, Franck Dernoncourt, Thien Huu Nguyen
2022 — conf
Multimodal Intent Discovery from Livestream Videos.
NAACL-HLT (Findings)
Adyasha Maharana, Quan Hung Tran, Franck Dernoncourt, Seunghyun Yoon, Trung Bui, Walter Chang, Mohit Bansal
2022 B conf
Offensive Content Detection via Synthetic Code-Switched Text.
COLING
Cesa Salaam, Franck Dernoncourt, Trung Bui, Danda B. Rawat, Seunghyun Yoon
2022 — ed.
Proceedings of the Workshop on Scientific Document Understanding co-located with 36th AAAI Conference on Artificial Inteligence, SDU@AAAI 2022, Virtual Event, March 1, 2022.
SDU@AAAI
Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen, Walter Chang, Viet Dac Lai
2022 J jnl
Punctuation Restoration.
CoRR
Viet Dac Lai, Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen
2022 — conf
SemEval 2022 Task 12: Symlink - Linking Mathematical Symbols to their Descriptions.
SemEval@NAACL
Viet Dac Lai, Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen
2022 J jnl
Semantics-Consistent Cross-domain Summarization via Optimal Transport Alignment.
CoRR
Jielin Qiu, Jiacheng Zhu, Mengdi Xu, Franck Dernoncourt, Trung Bui, Zhaowen Wang, Bo Li, Ding Zhao, Hailin Jin
2022 J jnl
Survey of Aspect-based Sentiment Analysis Datasets.
CoRR
Siva Uday Sampreeth Chebolu, Franck Dernoncourt, Nedim Lipka, Thamar Solorio
2022 J jnl
Symlink: A New Dataset for Scientific Symbol-Description Linking.
CoRR
Viet Dac Lai, Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen
2022 — conf
Transfer Learning and Prediction Consistency for Detecting Offensive Spans of Text.
ACL (Findings)
Amir Pouran Ben Veyseh, Ning Xu, Quan Hung Tran, Varun Manjunatha, Franck Dernoncourt, Thien Huu Nguyen
2022 J jnl
Tutorial Recommendation for Livestream Videos using Discourse-Level Consistency and Ontology-Based Filtering.
CoRR
Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen
2022 B conf
User-Entity Differential Privacy in Learning Natural Language Models.
IEEE Big Data
Phung Lai, NhatHai Phan, Tong Sun, Rajiv Jain, Franck Dernoncourt, Jiuxiang Gu, Nikolaos Barmpalios
2022 J jnl
User-Entity Differential Privacy in Learning Natural Language Models.
CoRR
Phung Lai, NhatHai Phan, Tong Sun, Rajiv Jain, Franck Dernoncourt, Jiuxiang Gu, Nikolaos Barmpalios
2022 — conf
UserNLP'22: 2022 International Workshop on User-centered Natural Language Processing.
WWW (Companion Volume)
Xiaolei Huang, Lucie Flek, Franck Dernoncourt, Charles Welch, Silvio Amir, Ramit Sawhney, Diyi Yang
2022 B conf
Virtual Knowledge Graph Construction for Zero-Shot Domain-Specific Document Retrieval.
COLING
Yeon Seonwoo, Seunghyun Yoon, Franck Dernoncourt, Trung Bui, Alice Oh
2021 — conf
A Context-Dependent Gated Module for Incorporating Symbolic Semantics into Event Coreference Resolution.
NAACL-HLT
Tuan Manh Lai, Heng Ji, Trung Bui, Quan Hung Tran, Franck Dernoncourt, Walter Chang
2021 J jnl
A Context-Dependent Gated Module for Incorporating Symbolic Semantics into Event Coreference Resolution.
CoRR
Tuan Manh Lai, Heng Ji, Trung Bui, Quan Hung Tran, Franck Dernoncourt, Walter Chang
2021 — conf
A Framework for Knowledge-Derived Query Suggestions.
IEEE BigData
Saed Rezayi, Nedim Lipka, Vishwa Vinay, Ryan A. Rossi, Franck Dernoncourt, Tracy Holloway King, Sheng Li
2021 — conf
A Gradually Soft Multi-Task and Data-Augmented Approach to Medical Question Understanding.
ACL/IJCNLP (1)
Khalil Mrini, Franck Dernoncourt, Seunghyun Yoon, Trung Bui, Walter Chang, Emilia Farcas, Ndapa Nakashole
2021 — conf
Acronym Identification and Disambiguation Shared Tasks for Scientific Document Understanding.
SDU@AAAI
Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen, Walter Chang, Leo Anthony Celi
2021 J jnl
Backpropagation-Based Decoding for Multimodal Machine Translation.
Frontiers Artif. Intell.
Ziyan Yang, Leticia Pinto-Alva, Franck Dernoncourt, Vicente Ordonez
2021 — conf
DPR at SemEval-2021 Task 8: Dynamic Path Reasoning for Measurement Relation Extraction.
SemEval@ACL/IJCNLP
Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen
2021 C conf
Exploring Conditional Text Generation for Aspect-Based Sentiment Analysis.
PACLIC
Siva Uday Sampreeth Chebolu, Franck Dernoncourt, Nedim Lipka, Thamar Solorio
2021 J jnl
Exploring Conditional Text Generation for Aspect-Based Sentiment Analysis.
CoRR
Siva Uday Sampreeth Chebolu, Franck Dernoncourt, Nedim Lipka, Thamar Solorio
2021 A* conf
Graph Learning Regularization and Transfer Learning for Few-Shot Event Detection.
SIGIR
Viet Dac Lai, Minh Van Nguyen, Thien Huu Nguyen, Franck Dernoncourt
2021 J jnl
IGA : An Intent-Guided Authoring Assistant.
CoRR
Simeng Sun, Wenlong Zhao, Varun Manjunatha, Rajiv Jain, Vlad I. Morariu, Franck Dernoncourt, Balaji Vasan Srinivasan, Mohit Iyyer
2021 — conf
IGA: An Intent-Guided Authoring Assistant.
EMNLP (1)
Simeng Sun, Wenlong Zhao, Varun Manjunatha, Rajiv Jain, Vlad I. Morariu, Franck Dernoncourt, Balaji Vasan Srinivasan, Mohit Iyyer
2021 — conf
Inducing Rich Interaction Structures Between Words for Document-Level Event Argument Extraction.
PAKDD (2)
Amir Pouran Ben Veyseh, Franck Dernoncourt, Quan Hung Tran, Varun Manjunatha, Lidan Wang, Rajiv Jain, Doo Soon Kim, Walter Chang, Thien Huu Nguyen
2021 — conf
Interaction Matching for Long-Tail Multi-Label Classification.
SDU@AAAI
Sean MacAvaney, Franck Dernoncourt, Walter Chang, Nazli Goharian, Ophir Frieder
2021 — conf
KPQA: A Metric for Generative Question Answering Using Keyphrase Weights.
NAACL-HLT
Hwanhee Lee, Seunghyun Yoon, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Joongbo Shin, Kyomin Jung
2021 — conf
Learning Prototype Representations Across Few-Shot Tasks for Event Detection.
EMNLP (1)
Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen
2021 A* conf
Learning by Planning: Language-Guided Global Image Editing.
CVPR
Jing Shi, Ning Xu, Yihang Xu, Trung Bui, Franck Dernoncourt, Chenliang Xu
2021 J jnl
Learning by Planning: Language-Guided Global Image Editing.
CoRR
Jing Shi, Ning Xu, Yihang Xu, Trung Bui, Franck Dernoncourt, Chenliang Xu
2021 J jnl
Learning to Emphasize: Dataset and Shared Task Models for Selecting Emphasis in Presentation Slides.
CoRR
Amirreza Shirani, Giai Tran, Hieu Trinh, Franck Dernoncourt, Nedim Lipka, Paul Asente, Jose Echevarria, Thamar Solorio
2021 — conf
MadDog: A Web-based System for Acronym Identification and Disambiguation.
EACL (System Demonstrations)
Amir Pouran Ben Veyseh, Franck Dernoncourt, Walter Chang, Thien Huu Nguyen
2021 J jnl
MadDog: A Web-based System for Acronym Identification and Disambiguation.
CoRR
Amir Pouran Ben Veyseh, Franck Dernoncourt, Walter Chang, Thien Huu Nguyen
2021 — conf
Open-Domain Question Answering with Pre-Constructed Question Spaces.
NAACL-HLT (Student Research Workshop)
Jinfeng Xiao, Lidan Wang, Franck Dernoncourt, Trung Bui, Tong Sun, Jiawei Han
2021 — conf
PSED: A Dataset for Selecting Emphasis in Presentation Slides.
ACL/IJCNLP (Findings)
Amirreza Shirani, Giai Tran, Hieu Trinh, Franck Dernoncourt, Nedim Lipka, Jose Echevarria, Thamar Solorio, Paul Asente
2021 — ed.
Proceedings of the Workshop on Scientific Document Understanding co-located with 35th AAAI Conference on Artificial Inteligence, SDU@AAAI 2021, Virtual Event, February 9, 2021.
SDU@AAAI
Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen, Walter Chang, Leo Anthony Celi
2021 — conf
QACE: Asking Questions to Evaluate an Image Caption.
EMNLP (Findings)
Hwanhee Lee, Thomas Scialom, Seunghyun Yoon, Franck Dernoncourt, Kyomin Jung
2021 J jnl
QACE: Asking Questions to Evaluate an Image Caption.
CoRR
Hwanhee Lee, Thomas Scialom, Seunghyun Yoon, Franck Dernoncourt, Kyomin Jung
2021 — conf
StreamHover: Livestream Transcript Summarization and Annotation.
EMNLP (1)
Sangwoo Cho, Franck Dernoncourt, Tim Ganter, Trung Bui, Nedim Lipka, Walter Chang, Hailin Jin, Jonathan Brandt, Hassan Foroosh, Fei Liu
2021 J jnl
StreamHover: Livestream Transcript Summarization and Annotation.
CoRR
Sangwoo Cho, Franck Dernoncourt, Tim Ganter, Trung Bui, Nedim Lipka, Walter Chang, Hailin Jin, Jonathan Brandt, Hassan Foroosh, Fei Liu
2021 — conf
Syntopical Graphs for Computational Argumentation Tasks.
ACL/IJCNLP (1)
Joe Barrow, Rajiv Jain, Nedim Lipka, Franck Dernoncourt, Vlad I. Morariu, Varun Manjunatha, Douglas W. Oard, Philip Resnik, Henning Wachsmuth
2021 — conf
TIMERS: Document-level Temporal Relation Extraction.
ACL/IJCNLP (2)
Puneet Mathur, Rajiv Jain, Franck Dernoncourt, Vlad I. Morariu, Quan Hung Tran, Dinesh Manocha
2021 J jnl
TLDR9+: A Large Scale Resource for Extreme Summarization of Social Media Posts.
CoRR
Sajad Sotudeh, Hanieh Deilamsalehy, Franck Dernoncourt, Nazli Goharian
2021 — conf
Towards Interpreting and Mitigating Shortcut Learning Behavior of NLU models.
NAACL-HLT
Mengnan Du, Varun Manjunatha, Rajiv Jain, Ruchi Deshpande, Franck Dernoncourt, Jiuxiang Gu, Tong Sun, Xia Hu
2021 J jnl
Towards Interpreting and Mitigating Shortcut Learning Behavior of NLU models.
CoRR
Mengnan Du, Varun Manjunatha, Rajiv Jain, Ruchi Deshpande, Franck Dernoncourt, Jiuxiang Gu, Tong Sun, Xia Hu
2021 — conf
UCSD-Adobe at MEDIQA 2021: Transfer Learning and Answer Sentence Selection for Medical Summarization.
BioNLP@NAACL-HLT
Khalil Mrini, Franck Dernoncourt, Seunghyun Yoon, Trung Bui, Walter Chang, Emilia Farcas, Ndapa Nakashole
2021 — conf
UMIC: An Unreferenced Metric for Image Captioning via Contrastive Learning.
ACL/IJCNLP (2)
Hwanhee Lee, Seunghyun Yoon, Franck Dernoncourt, Trung Bui, Kyomin Jung
2021 J jnl
UMIC: An Unreferenced Metric for Image Captioning via Contrastive Learning.
CoRR
Hwanhee Lee, Seunghyun Yoon, Franck Dernoncourt, Trung Bui, Kyomin Jung
2021 — conf
Unleash GPT-2 Power for Event Detection.
ACL/IJCNLP (1)
Amir Pouran Ben Veyseh, Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen
2021 J jnl
User Factor Adaptation for User Embedding via Multitask Learning.
CoRR
Xiaolei Huang, Michael J. Paul, Robin Burke, Franck Dernoncourt, Mark Dredze
2021 J jnl
X-METRA-ADA: Cross-lingual Meta-Transfer Learning Adaptation to Natural Language Understanding and Question Answering.
CoRR
Meryem M'hamdi, Doo Soon Kim, Franck Dernoncourt, Trung Bui, Xiang Ren, Jonathan May
2021 — conf
X-METRA-ADA: Cross-lingual Meta-Transfer learning Adaptation to Natural Language Understanding and Question Answering.
NAACL-HLT
Meryem M'hamdi, Doo Soon Kim, Franck Dernoncourt, Trung Bui, Xiang Ren, Jonathan May
2020 — conf
A Benchmark and Baseline for Language-Driven Image Editing.
ACCV (6)
Jing Shi, Ning Xu, Trung Bui, Franck Dernoncourt, Zheng Wen, Chenliang Xu
2020 J jnl
A Benchmark and Baseline for Language-Driven Image Editing.
CoRR
Jing Shi, Ning Xu, Trung Bui, Franck Dernoncourt, Zheng Wen, Chenliang Xu
2020 — conf
A Cascade Approach to Neural Abstractive Summarization with Content Selection and Fusion.
AACL/IJCNLP
Logan Lebanoff, Franck Dernoncourt, Doo Soon Kim, Walter Chang, Fei Liu
2020 J jnl
A Cascade Approach to Neural Abstractive Summarization with Content Selection and Fusion.
CoRR
Logan Lebanoff, Franck Dernoncourt, Doo Soon Kim, Walter Chang, Fei Liu
2020 B conf
A Corpus for Detecting High-Context Medical Conditions in Intensive Care Patient Notes Focusing on Frequently Readmitted Patients.
LREC
Edward T. Moseley, Joy T. Wu, Jonathan Welt, John Foote Jr., Patrick D. Tyler, David W. Grant, Eric T. Carlson, Sebastian Gehrmann, Franck Dernoncourt, Leo Anthony Celi
2020 J jnl
A Corpus for Detecting High-Context Medical Conditions in Intensive Care Patient Notes Focusing on Frequently Readmitted Patients.
CoRR
Edward T. Moseley, Joy T. Wu, Jonathan Welt, John Foote Jr., Patrick D. Tyler, David W. Grant, Eric T. Carlson, Sebastian Gehrmann, Franck Dernoncourt, Leo Anthony Celi
2020 A* conf
A Joint Model for Definition Extraction with Syntactic Connection and Semantic Consistency.
AAAI
Amir Pouran Ben Veyseh, Franck Dernoncourt, Dejing Dou, Thien Huu Nguyen
2020 J jnl
Acronym Identification and Disambiguation Shared Tasks for Scientific Document Understanding.
CoRR
Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen, Walter Chang, Leo Anthony Celi
2020 J jnl
Bayesian Optimization for Selecting Efficient Machine Learning Models.
CoRR
Lidan Wang, Franck Dernoncourt, Trung Bui
2020 J jnl
DSTC8-AVSD: Multimodal Semantic Transformer Network with Retrieval Style Word Generator.
CoRR
Hwanhee Lee, Seunghyun Yoon, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Kyomin Jung
2020 J jnl
Efficient Deployment of Conversational Natural Language Interfaces over Databases.
CoRR
Anthony M. Colas, Trung Bui, Franck Dernoncourt, Moumita Sinha, Doo Soon Kim
2020 B conf
Explain by Evidence: An Explainable Memory-based Neural Network for Question Answering.
COLING
Quan Hung Tran, Nhan Dam, Tuan Manh Lai, Franck Dernoncourt, Trung Le, Nham Le, Dinh Phung
2020 J jnl
Explain by Evidence: An Explainable Memory-based Neural Network for Question Answering.
CoRR
Quan Hung Tran, Nhan Dam, Tuan Manh Lai, Franck Dernoncourt, Trung Le, Nham Le, Dinh Phung
2020 — conf
Exploiting the Matching Information in the Support Set for Few Shot Event Classification.
PAKDD (2)
Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen
2020 J jnl
Exploiting the Matching Information in the Support Set for Few Shot Event Classification.
CoRR
Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen
2020 A* conf
Exploiting the Syntax-Model Consistency for Neural Relation Extraction.
ACL
Amir Pouran Ben Veyseh, Franck Dernoncourt, Dejing Dou, Thien Huu Nguyen
2020 — conf
Extensively Matching for Few-shot Learning Event Detection.
NUSE@ACL
Viet Dac Lai, Thien Huu Nguyen, Franck Dernoncourt
2020 J jnl
Extensively Matching for Few-shot Learning Event Detection.
CoRR
Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen
2020 — conf
Improving Aspect-based Sentiment Analysis with Gated Graph Convolutional Networks and Syntax-based Regulation.
EMNLP (Findings)
Amir Pouran Ben Veyseh, Nasim Nouri, Franck Dernoncourt, Quan Hung Tran, Dejing Dou, Thien Huu Nguyen
2020 J jnl
Improving Aspect-based Sentiment Analysis with Gated Graph Convolutional Networks and Syntax-based Regulation.
CoRR
Amir Pouran Ben Veyseh, Nasim Nouri, Franck Dernoncourt, Quan Hung Tran, Dejing Dou, Thien Huu Nguyen
2020 J jnl
Interaction Matching for Long-Tail Multi-Label Classification.
CoRR
Sean MacAvaney, Franck Dernoncourt, Walter Chang, Nazli Goharian, Ophir Frieder
2020 — conf
Introducing Syntactic Structures into Target Opinion Word Extraction with Deep Learning.
EMNLP (1)
Amir Pouran Ben Veyseh, Nasim Nouri, Franck Dernoncourt, Dejing Dou, Thien Huu Nguyen
2020 J jnl
Introducing Syntactic Structures into Target Opinion Word Extraction with Deep Learning.
CoRR
Amir Pouran Ben Veyseh, Nasim Nouri, Franck Dernoncourt, Dejing Dou, Thien Huu Nguyen
2020 J jnl
KPQA: A Metric for Generative Question Answering Using Word Weights.
CoRR
Hwanhee Lee, Seunghyun Yoon, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Joongbo Shin, Kyomin Jung
2020 — conf
Learning to Fuse Sentences with Transformers for Summarization.
EMNLP (1)
Logan Lebanoff, Franck Dernoncourt, Doo Soon Kim, Lidan Wang, Walter Chang, Fei Liu
2020 J jnl
Learning to Fuse Sentences with Transformers for Summarization.
CoRR
Logan Lebanoff, Franck Dernoncourt, Doo Soon Kim, Lidan Wang, Walter Chang, Fei Liu
2020 A* conf
Let Me Choose: From Verbal Context to Font Selection.
ACL
Amirreza Shirani, Franck Dernoncourt, Jose Echevarria, Paul Asente, Nedim Lipka, Thamar Solorio
2020 J jnl
Let Me Choose: From Verbal Context to Font Selection.
CoRR
Amirreza Shirani, Franck Dernoncourt, Jose Echevarria, Paul Asente, Nedim Lipka, Thamar Solorio
2020 A* conf
Multi-View Consistency for Relation Extraction via Mutual Information and Structure Prediction.
AAAI
Amir Pouran Ben Veyseh, Franck Dernoncourt, My Tra Thai, Dejing Dou, Thien Huu Nguyen
2020 B conf
Multilingual Twitter Corpus and Baselines for Evaluating Demographic Bias in Hate Speech Recognition.
LREC
Xiaolei Huang, Linzi Xing, Franck Dernoncourt, Michael J. Paul
2020 J jnl
Multilingual Twitter Corpus and Baselines for Evaluating Demographic Bias in Hate Speech Recognition.
CoRR
Xiaolei Huang, Linzi Xing, Franck Dernoncourt, Michael J. Paul
2020 J jnl
Open-Domain Question Answering with Pre-Constructed Question Spaces.
CoRR
Jinfeng Xiao, Lidan Wang, Franck Dernoncourt, Trung Bui, Tong Sun, Jiawei Han
2020 B conf
Propagate-Selector: Detecting Supporting Sentences for Question Answering via Graph Neural Networks.
LREC
Seunghyun Yoon, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Kyomin Jung
2020 — conf
Rethinking Self-Attention: Towards Interpretability in Neural Parsing.
EMNLP (Findings)
Khalil Mrini, Franck Dernoncourt, Quan Hung Tran, Trung Bui, Walter Chang, Ndapa Nakashole
2020 — conf
Scene Graph Modification Based on Natural Language Commands.
EMNLP (Findings)
Xuanli He, Quan Hung Tran, Gholamreza Haffari, Walter Chang, Zhe Lin, Trung Bui, Franck Dernoncourt, Nhan Dam
2020 J jnl
Scene Graph Modification Based on Natural Language Commands.
CoRR
Xuanli He, Quan Hung Tran, Gholamreza Haffari, Walter Chang, Trung Bui, Zhe Lin, Franck Dernoncourt, Nhan Dam
2020 — conf
SemEval-2020 Task 10: Emphasis Selection for Written Text in Visual Media.
SemEval@COLING
Amirreza Shirani, Franck Dernoncourt, Nedim Lipka, Paul Asente, Jose Echevarria, Thamar Solorio
2020 J jnl
SemEval-2020 Task 10: Emphasis Selection for Written Text in Visual Media.
CoRR
Amirreza Shirani, Franck Dernoncourt, Nedim Lipka, Paul Asente, Jose Echevarria, Thamar Solorio
2020 — conf
SemEval-2020 Task 6: Definition Extraction from Free Text with the DEFT Corpus.
SemEval@COLING
Sasha Spala, Nicholas A. Miller, Franck Dernoncourt, Carl Dockhorn
2020 J jnl
SemEval-2020 Task 6: Definition extraction from free text with the DEFT corpus.
CoRR
Sasha Spala, Nicholas A. Miller, Franck Dernoncourt, Carl Dockhorn
2020 B conf
TutorialVQA: Question Answering Dataset for Tutorial Videos.
LREC
Anthony M. Colas, Seokhwan Kim, Franck Dernoncourt, Siddhesh Gupte, Daisy Zhe Wang, Doo Soon Kim
2020 — conf
Understanding Points of Correspondence between Sentences for Abstractive Summarization.
ACL (student)
Logan Lebanoff, John Muchovej, Franck Dernoncourt, Doo Soon Kim, Lidan Wang, Walter Chang, Fei Liu
2020 J jnl
Understanding Points of Correspondence between Sentences for Abstractive Summarization.
CoRR
Logan Lebanoff, John Muchovej, Franck Dernoncourt, Doo Soon Kim, Lidan Wang, Walter Chang, Fei Liu
2020 — conf
Using Visual Feature Space as a Pivot Across Languages.
EMNLP (Findings)
Ziyan Yang, Leticia Pinto-Alva, Franck Dernoncourt, Vicente Ordonez
2020 — conf
Variational Hierarchical Dialog Autoencoder for Dialog State Tracking Data Augmentation.
EMNLP (1)
Kang Min Yoo, Hanbit Lee, Franck Dernoncourt, Trung Bui, Walter Chang, Sang-goo Lee
2020 J jnl
Variational Hierarchical Dialog Autoencoder for Dialogue State Tracking Data Augmentation.
CoRR
Kang Min Yoo, Hanbit Lee, Franck Dernoncourt, Trung Bui, Walter Chang, Sang-goo Lee
2020 — conf
ViLBERTScore: Evaluating Image Caption Using Vision-and-Language BERT.
Eval4NLP
Hwanhee Lee, Seunghyun Yoon, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Kyomin Jung
2020 B conf
What Does This Acronym Mean? Introducing a New Dataset for Acronym Identification and Disambiguation.
COLING
Amir Pouran Ben Veyseh, Franck Dernoncourt, Quan Hung Tran, Thien Huu Nguyen
2020 J jnl
What Does This Acronym Mean? Introducing a New Dataset for Acronym Identification and Disambiguation.
CoRR
Amir Pouran Ben Veyseh, Franck Dernoncourt, Quan Hung Tran, Thien Huu Nguyen
2019 A conf
A Compare-Aggregate Model with Latent Clustering for Answer Selection.
CIKM
Seunghyun Yoon, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Kyomin Jung
2019 J jnl
A Compare-Aggregate Model with Latent Clustering for Answer Selection.
CoRR
Seunghyun Yoon, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Kyomin Jung
2019 J jnl
A Joint Model for Definition Extraction with Syntactic Connection and Semantic Consistency.
CoRR
Amir Pouran Ben Veyseh, Franck Dernoncourt, Dejing Dou, Thien Huu Nguyen
2019 — conf
A Markov Network Model for Natural Language Semantic Matching.
ICDM Workshops
Lidan Wang, Trung Bui, Franck Dernoncourt, Natwar Modani
2019 J jnl
Analyzing Sentence Fusion in Abstractive Summarization.
CoRR
Logan Lebanoff, John Muchovej, Franck Dernoncourt, Doo Soon Kim, Seokhwan Kim, Walter Chang, Fei Liu
2019 — conf
DEFT: A corpus for definition extraction in free- and semi-structured text.
LAW@ACL
Sasha Spala, Nicholas A. Miller, Yiming Yang, Franck Dernoncourt, Carl Dockhorn
2019 A conf
Exploiting Semi-Supervised Training Through a Dropout Regularization in End-to-End Speech Recognition.
INTERSPEECH
Subhadeep Dey, Petr Motlícek, Trung Bui, Franck Dernoncourt
2019 J jnl
Exploiting semi-supervised training through a dropout regularization in end-to-end speech recognition.
CoRR
Subhadeep Dey, Petr Motlícek, Trung Bui, Franck Dernoncourt
2019 — conf
Expressing Visual Relationships via Language.
ACL (1)
Hao Tan, Franck Dernoncourt, Zhe Lin, Trung Bui, Mohit Bansal
2019 J jnl
Expressing Visual Relationships via Language.
CoRR
Hao Tan, Franck Dernoncourt, Zhe Lin, Trung Bui, Mohit Bansal
2019 — conf
Improving Human Text Comprehension through Semi-Markov CRF-based Neural Section Title Generation.
NAACL-HLT (1)
Sebastian Gehrmann, Steven Layne, Franck Dernoncourt
2019 J jnl
Improving Human Text Comprehension through Semi-Markov CRF-based Neural Section Title Generation.
CoRR
Sebastian Gehrmann, Steven Layne, Franck Dernoncourt
2019 J jnl
Improving Slot Filling by Utilizing Contextual Information.
CoRR
Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen
2019 — conf
Learning Emphasis Selection for Written Text in Visual Media from Crowd-Sourced Label Distributions.
ACL (1)
Amirreza Shirani, Franck Dernoncourt, Paul Asente, Nedim Lipka, Seokhwan Kim, Jose Echevarria, Thamar Solorio
2019 B conf
Margin Call: an Accessible Web-based Text Viewer with Generated Paragraph Summaries in the Margin.
INLG
Naba Rizvi, Sebastian Gehrmann, Franck Dernoncourt
2019 — conf
On the Effectiveness of the Pooling Methods for Biomedical Relation Extraction with Deep Learning.
LOUHI@EMNLP
Tuan Ngo Nguyen, Franck Dernoncourt, Thien Huu Nguyen
2019 J jnl
On the Effectiveness of the Pooling Methods for Biomedical Relation Extraction with Deep Learning.
CoRR
Tuan Ngo Nguyen, Franck Dernoncourt, Thien Huu Nguyen
2019 J jnl
Propagate-Selector: Detecting Supporting Sentences for Question Answering via Graph Neural Networks.
CoRR
Seunghyun Yoon, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Kyomin Jung
2019 J jnl
Rethinking Self-Attention: An Interpretable Self-Attentive Encoder-Decoder Parser.
CoRR
Khalil Mrini, Franck Dernoncourt, Trung Bui, Walter Chang, Ndapa Nakashole
2019 — conf
Scoring Sentence Singletons and Pairs for Abstractive Summarization.
ACL (1)
Logan Lebanoff, Kaiqiang Song, Franck Dernoncourt, Doo Soon Kim, Seokhwan Kim, Walter Chang, Fei Liu
2019 J jnl
Scoring Sentence Singletons and Pairs for Abstractive Summarization.
CoRR
Logan Lebanoff, Kaiqiang Song, Franck Dernoncourt, Doo Soon Kim, Seokhwan Kim, Walter Chang, Fei Liu
2019 J jnl
TutorialVQA: Question Answering Dataset for Tutorial Videos.
CoRR
Anthony M. Colas, Seokhwan Kim, Franck Dernoncourt, Siddhesh Gupte, Daisy Zhe Wang, Doo Soon Kim
2018 C conf
A Comparison Study of Human Evaluated Automated Highlighting Systems.
PACLIC
Sasha Spala, Franck Dernoncourt, Walter Chang, Carl Dockhorn
2018 — conf
A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents.
NAACL-HLT (2)
Arman Cohan, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Seokhwan Kim, Walter Chang, Nazli Goharian
2018 J jnl
A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents.
CoRR
Arman Cohan, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Seokhwan Kim, Walter Chang, Nazli Goharian
2018 A conf
A Framework for Speech Recognition Benchmarking.
INTERSPEECH
Franck Dernoncourt, Trung Bui, Walter Chang
2018 B conf
A Repository of Corpora for Summarization.
LREC
Franck Dernoncourt, Mohammad Ghassemi, Walter Chang
2018 — conf
A Web-based Framework for Collecting and Assessing Highlighted Sentences in a Document.
COLING (Demos)
Sasha Spala, Franck Dernoncourt, Walter Chang, Carl Dockhorn
2018 J jnl
Behind the scenes: A medical natural language processing project.
Int. J. Medical Informatics
Joy T. Wu, Franck Dernoncourt, Sebastian Gehrmann, Patrick D. Tyler, Edward T. Moseley, Eric T. Carlson, David W. Grant, Yeran Li, Jonathan Welt, Leo Anthony Celi
2018 — conf
MIT-MEDG at SemEval-2018 Task 7: Semantic Relation Classification via Convolution Neural Network.
SemEval@NAACL-HLT
Di Jin, Franck Dernoncourt, Elena Sergeeva, Matthew B. A. McDermott, Geeticka Chauhan
2018 B conf
Transfer Learning for Named-Entity Recognition with Neural Networks.
LREC
Ji Young Lee, Franck Dernoncourt, Peter Szolovits
2017 J jnl
Comparing Rule-Based and Deep Learning Models for Patient Phenotyping.
CoRR
Sebastian Gehrmann, Franck Dernoncourt, Yeran Li, Eric T. Carlson, Joy T. Wu, Jonathan Welt, John Foote Jr., Edward T. Moseley, David W. Grant, Patrick D. Tyler, Leo Anthony Celi
2017 J jnl
De-identification of patient notes with recurrent neural networks.
J. Am. Medical Informatics Assoc.
Franck Dernoncourt, Ji Young Lee, Özlem Uzuner, Peter Szolovits
2017 — conf
MIT at SemEval-2017 Task 10: Relation Extraction with Convolutional Neural Networks.
SemEval@ACL
Ji Young Lee, Franck Dernoncourt, Peter Szolovits
2017 J jnl
MIT at SemEval-2017 Task 10: Relation Extraction with Convolutional Neural Networks.
CoRR
Ji Young Lee, Franck Dernoncourt, Peter Szolovits
2017 — conf
Neural Networks for Joint Sentence Classification in Medical Paper Abstracts.
EACL (2)
Franck Dernoncourt, Ji Young Lee, Peter Szolovits
2017 — conf
NeuroNER: an easy-to-use program for named-entity recognition based on neural networks.
EMNLP (System Demonstrations)
Franck Dernoncourt, Ji Young Lee, Peter Szolovits
2017 J jnl
NeuroNER: an easy-to-use program for named-entity recognition based on neural networks.
CoRR
Franck Dernoncourt, Ji Young Lee, Peter Szolovits
2017 — conf
PubMed 200k RCT: a Dataset for Sequential Sentence Classification in Medical Abstracts.
IJCNLP(2)
Franck Dernoncourt, Ji Young Lee
2017 J jnl
PubMed 200k RCT: a Dataset for Sequential Sentence Classification in Medical Abstracts.
CoRR
Franck Dernoncourt, Ji Young Lee
2017 — —
Sequential short-text classification with neural networks.
Franck Dernoncourt
2017 J jnl
Transfer Learning for Named-Entity Recognition with Neural Networks.
CoRR
Ji Young Lee, Franck Dernoncourt, Peter Szolovits
2016 J jnl
Adobe-MIT submission to the DSTC 4 Spoken Language Understanding pilot task.
CoRR
Franck Dernoncourt, Ji Young Lee, Trung Bui, Hung H. Bui
2016 J jnl
De-identification of Patient Notes with Recurrent Neural Networks.
CoRR
Franck Dernoncourt, Ji Young Lee, Özlem Uzuner, Peter Szolovits
2016 — conf
Feature-Augmented Neural Networks for Patient Note De-identification.
ClinicalNLP@COLING 2016
Ji Young Lee, Franck Dernoncourt, Özlem Uzuner, Peter Szolovits
2016 J jnl
Feature-Augmented Neural Networks for Patient Note De-identification.
CoRR
Ji Young Lee, Franck Dernoncourt, Özlem Uzuner, Peter Szolovits
2016 J jnl
Mapping distributional to model-theoretic semantic spaces: a baseline.
CoRR
Franck Dernoncourt
2016 J jnl
Neural Networks for Joint Sentence Classification in Medical Paper Abstracts.
CoRR
Franck Dernoncourt, Ji Young Lee, Peter Szolovits
2016 J jnl
Optimizing Neural Network Hyperparameters with Gaussian Processes for Dialog Act Classification.
CoRR
Franck Dernoncourt, Ji Young Lee
2016 — conf
Optimizing neural network hyperparameters with Gaussian processes for dialog act classification.
SLT
Franck Dernoncourt, Ji Young Lee
2016 — conf
Robust Dialog State Tracking for Large Ontologies.
IWSDS
Franck Dernoncourt, Ji Young Lee, Trung Bui, Hung H. Bui
2016 J jnl
Robust Dialog State Tracking for Large Ontologies.
CoRR
Franck Dernoncourt, Ji Young Lee, Trung Bui, Hung H. Bui
2016 — conf
Sequential Short-Text Classification with Recurrent and Convolutional Neural Networks.
HLT-NAACL
Ji Young Lee, Franck Dernoncourt
2016 J jnl
Sequential Short-Text Classification with Recurrent and Convolutional Neural Networks.
CoRR
Ji Young Lee, Franck Dernoncourt
2015 B conf
Gaussian Process-Based Feature Selection for Wavelet Parameters: Predicting Acute Hypotensive Episodes from Physiological Signals.
CBMS
Franck Dernoncourt, Kalyan Veeramachaneni, Una-May O'Reilly
2014 J jnl
MOOCdb: Developing Standards and Systems to Support MOOC Data Science.
CoRR
Kalyan Veeramachaneni, Sherif A. Halawa, Franck Dernoncourt, Una-May O'Reilly, Colin Taylor, Chuong B. Do
2014 J jnl
Replacing the computer mouse.
CoRR
Franck Dernoncourt
2014 J jnl
TrackMania is NP-complete.
CoRR
Franck Dernoncourt
2013 — conf
Developing Data Standards and Systems for MOOC Data Science.
AIED Workshops
Kalyan Veeramachaneni, Franck Dernoncourt, Colin Taylor, Zachary A. Pardos, Una-May O'Reilly
2013 — conf
Efficient training set use for blood pressure prediction in a large scale learning classifier system.
GECCO (Companion)
Erik Hemberg, Kalyan Veeramachaneni, Franck Dernoncourt, Mark Wagy, Una-May O'Reilly
2013 — conf
Imprecise selection and fitness approximation in a large-scale evolutionary rule based system for blood pressure prediction.
GECCO (Companion)
Erik Hemberg, Kalyan Veeramachaneni, Franck Dernoncourt, Mark Wagy, Una-May O'Reilly
2012 — conf
De l'utilisation du dialogue naturel pour masquer les QCM au sein des jeux sérieux (Of the Use of Natural Dialogue to Hide MCQs in Serious Games) [in French].
JEP-TALN-RECITAL
Franck Dernoncourt