Franck Dernoncourt
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
174
Venues
31
Active years
2013–2026
Best venue rank
A*
Where they publish
- A*ACL31 papers
- A*EMNLP26 papers
- ANAACL21 papers
- BCOLING14 papers
- A*AAAI11 papers
- BLREC10 papers
- AEACL7 papers
- AInterspeech6 papers
- NationalRANLP5 papers
- A*CVPR4 papers
- CPACLIC4 papers
- A*WWW4 papers
- AWACV3 papers
- A*ICCV3 papers
- A*SIGIR3 papers
- BIJCNLP3 papers
- A*ICLR2 papers
- A*ICML2 papers
- BPAKDD2 papers
- AGECCO2 papers
- AWSDM1 paper
- AECIR1 paper
- BMMM1 paper
- ACSCW1 paper
- A*UIST1 paper
- BACCV1 paper
- ACIKM1 paper
- A*ICDM1 paper
- BINLG1 paper
- BCBMS1 paper
- AAIED1 paper
Papers
174 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | AAAI | VipAct: Visual-Perception Enhancement via Specialized VLM Agent Collaboration and Tool-use. | Zhehao Zhang, Ryan A. Rossi, Tong Yu, Franck Dernoncourt, Ruiyi Zhang, Jiuxiang Gu, Sungchul Kim, Xiang Chen, Zichao Wang, Nedim Lipka |
| 2026 | ACL | Can Large Language Models Keep Up? Benchmarking Online Adaptation to Continual Knowledge Streams. | Jiyeon Kim, Hyunji Lee, Dylan Zhou, Sue Hyun Park, Seunghyun Yoon, Trung Bui, Franck Dernoncourt, Sungmin Cha, Minjoon Seo |
| 2026 | ACL | Explainable Disentangled Representation Learning for Generalizable Authorship Attribution in the Era of Generative AI. | Hieu Man, Van-Cuong Pham, Nghia Trung Ngo, Franck Dernoncourt, Thien Huu Nguyen |
| 2026 | ACL | Lizard: An Efficient Linearization Framework for Large Language Models. | Chien Van Nguyen, Huy Huu 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 |
| 2026 | ACL | Octopus: Gated Selective Attention for Memory-Bounded Long-Context Inference in Large Language Models. | Chien Van Nguyen, Ryan A. Rossi, Linh Ngo Van, Franck Dernoncourt, Thien Huu Nguyen |
| 2026 | ACL | Test-Time Strategies for More Efficient and Accurate Agentic RAG. | Abhinav Sharma, Brian Zhang, Deepti Guntur, Zhiyang Zuo, Shreyas Chaudhari, Wenlong Zhao, Franck Dernoncourt, Puneet Mathur, Ryan Anthony Rossi, Nedim Lipka |
| 2026 | ACL | Structured Uncertainty guided Clarification for LLM Agents. | Manan Suri, Puneet Mathur, Nedim Lipka, Franck Dernoncourt, Ryan A. Rossi, Dinesh Manocha |
| 2026 | EACL | Instruction Tuning with and without Context: Behavioral Shifts and Downstream Impact. | Hyunji Lee, Seunghyun Yoon, Yunjae Won, Hanseok Oh, Geewook Kim, Trung Bui, Franck Dernoncourt, Elias Stengel-Eskin, Mohit Bansal, Minjoon Seo |
| 2026 | EACL | A Survey on LLM-based Conversational User Simulation. | 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 | EACL | Skill Discovery for Software Scripting Automation via Offline Simulations with LLMs. | Paiheng Xu, Gang Wu, Xiang Chen, Tong Yu, Chang Xiao, Franck Dernoncourt, Tianyi Zhou, Wei Ai, Viswanathan (Vishy) Swaminathan |
| 2026 | LREC | mSCoRe: A Multilingual and Scalable Benchmark for Skill-based Commonsense Reasoning. | Nghia Trung Ngo, Franck Dernoncourt, Thien Huu Nguyen |
| 2026 | LREC | Reasoning Graph-Structured Question Answering: Datasets and Insights from LLM Benchmarking. | Khin S. Yone, Devasha Trivedi, Anish Pahilajani, Jincen Shuai, Samyak Rajesh Jain, Ryan Rossi, Nesreen K. Ahmed, Franck Dernoncourt, Yu Wang, Namyong Park |
| 2026 | WACV | Understanding Generative AI Capabilities in Everyday Image Editing Tasks. | Brandon Collins, Mohammad Reza Taesiri, Logan Bolton, Viet Dac Lai, Franck Dernoncourt, Trung Bui, Anh Totti Nguyen |
| 2026 | WSDM | Knowledge Homophily in Large Language Models. | Utkarsh Sahu, Zhisheng Qi, Mahantesh Halappanavar, Nedim Lipka, Ryan A. Rossi, Franck Dernoncourt, Yu Zhang, Yao Ma, Yu Wang |
| 2025 | ACL | Mixture of Structural-and-Textual Retrieval over Text-rich Graph Knowledge Bases. | Yongjia Lei, Haoyu Han, Ryan A. Rossi, Franck Dernoncourt, Nedim Lipka, Mahantesh M. Halappanavar, Jiliang Tang, Yu Wang |
| 2025 | ACL | GUI Agents: A Survey. | 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 | ACL | SlimLM: An Efficient Small Language Model for On-Device Document Assistance. | Thang M. Pham, Phat T. Nguyen, Seunghyun Yoon, Viet Dac Lai, Franck Dernoncourt, Trung Bui |
| 2025 | ACL | ChartLens: Fine-grained Visual Attribution in Charts. | Manan Suri, Puneet Mathur, Nedim Lipka, Franck Dernoncourt, Ryan A. Rossi, Dinesh Manocha |
| 2025 | ACL | From Selection to Generation: A Survey of LLM-based Active Learning. | 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 | CVPR | The Photographer's Eye: Teaching Multimodal Large Language Models to See, and Critique Like Photographers. | Daiqing Qi, Handong Zhao, Jing Shi, Simon Jenni, Yifei Fan, Franck Dernoncourt, Scott Cohen, Sheng Li |
| 2025 | ECIR | PlotEdit: Natural Language-Driven Accessible Chart Editing in PDFs via Multimodal LLM Agents. | Kanika Goswami, Puneet Mathur, Ryan A. Rossi, Franck Dernoncourt |
| 2025 | EMNLP | LaMP-Cap: Personalized Figure Caption Generation With Multimodal Figure Profiles. | 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 | EMNLP | Follow the Flow: Fine-grained Flowchart Attribution with Neurosymbolic Agents. | Manan Suri, Puneet Mathur, Nedim Lipka, Franck Dernoncourt, Ryan A. Rossi, Vivek Gupta, Dinesh Manocha |
| 2025 | ICCV | A Survey on Long-Video Storytelling Generation: Architectures, Consistency, and Cinematic Quality. | 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 | ICLR | A Large-scale Training Paradigm for Graph Generative Models. | Yu Wang, Ryan A. Rossi, Namyong Park, Huiyuan Chen, Nesreen K. Ahmed, Puja Trivedi, Franck Dernoncourt, Danai Koutra, Tyler Derr |
| 2025 | ICLR | SV-RAG: LoRA-Contextualizing Adaptation of MLLMs for Long Document Understanding. | Jian Chen, Ruiyi Zhang, Yufan Zhou, Tong Yu, Franck Dernoncourt, Jiuxiang Gu, Ryan A. Rossi, Changyou Chen, Tong Sun |
| 2025 | ICML | NoLiMa: Long-Context Evaluation Beyond Literal Matching. | Ali Modarressi, Hanieh Deilamsalehy, Franck Dernoncourt, Trung Bui, Ryan A. Rossi, Seunghyun Yoon, Hinrich Schtze |
| 2025 | NAACL | MoDS: Moderating a Mixture of Document Speakers to Summarize Debatable Queries in Document Collections. | Nishant Balepur, Alexa F. Siu, Nedim Lipka, Franck Dernoncourt, Tong Sun, Jordan Lee Boyd-Graber, Puneet Mathur |
| 2025 | NAACL | Self-Debiasing Large Language Models: Zero-Shot Recognition and Reduction of Stereotypes. | 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 | NAACL | CORG: Generating Answers from Complex, Interrelated Contexts. | Hyunji Lee, Franck Dernoncourt, Trung Bui, Seunghyun Yoon |
| 2025 | NAACL | VisDoM: Multi-Document QA with Visually Rich Elements Using Multimodal Retrieval-Augmented Generation. | Manan Suri, Puneet Mathur, Franck Dernoncourt, Kanika Goswami, Ryan A. Rossi, Dinesh Manocha |
| 2025 | NAACL | Demystifying the Power of Large Language Models in Graph Generation. | Yu Wang, Ryan A. Rossi, Namyong Park, Nesreen K. Ahmed, Danai Koutra, Franck Dernoncourt, Tyler Derr |
| 2025 | PACLIC | Personalized Graph-Based Retrieval for Large Language Models. | Steven Au, Cameron J. Dimacali, Ojasmitha Pedirappagari, Namyong Park, Franck Dernoncourt, Yu Wang, Nikos Kanakaris, Hanieh Deilamsalehy, Ryan A. Rossi, Nesreen K. Ahmed |
| 2025 | PACLIC | Forecasting Time Series with LLMs via Patch-Based Prompting and Decomposition. | Mayank Bumb, Anshul Vemulapalli, Sri Harsha Vardhan Prasad Jella, Anish Gupta, An La, Ryan Rossi, Hongjie Chen, Franck Dernoncourt, Nesreen K. Ahmed, Yu Wang |
| 2025 | RANLP | A Framework for Fine-Tuning LLMs Using Heterogeneous Feedback. | Ryan Aponte, Ryan A. Rossi, Shunan Guo, Franck Dernoncourt, Tong Yu, Xiang Chen, Subrata Mitra, Nedim Lipka |
| 2025 | RANLP | Multi-LLM Text Summarization. | 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 | RANLP | A Survey on Small Language Models. | 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 | RANLP | Multi-LLM Debiasing Framework. | Deonna M. Owens, Ryan A. Rossi, Sungchul Kim, Tong Yu, Franck Dernoncourt, Xiang Chen, Ruiyi Zhang, Jiuxiang Gu, Hanieh Deilamsalehy, Nedim Lipka |
| 2025 | RANLP | FigCaps-HF: A Figure-to-Caption Generative Framework and Benchmark with Human Feedback. | 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 | WWW | ChartCitor: Answer Citations for ChartQA via Multi-Agent LLM Retrieval. | Kanika Goswami, Puneet Mathur, Ryan A. Rossi, Franck Dernoncourt |
| 2025 | WWW | PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Retrieval Feedback. | Kanika Goswami, Puneet Mathur, Ryan A. Rossi, Franck Dernoncourt |
| 2025 | WWW | Personalizing Data Delivery: Investigating User Characteristics and Enhancing LLM Predictions. | 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 | SIGIR | LUSIFER: Language Universal Space Integration for Enhanced Representation in Multilingual Text Embedding Models. | Hieu Man, Nghia Trung Ngo, Viet Dac Lai, Ryan A. Rossi, Franck Dernoncourt, Thien Huu Nguyen |
| 2024 | AAAI | Mastering Context-to-Label Representation Transformation for Event Causality Identification with Diffusion Models. | Hieu Man, Franck Dernoncourt, Thien Huu Nguyen |
| 2024 | COLING | OATS: A Challenge Dataset for Opinion Aspect Target Sentiment Joint Detection for Aspect-Based Sentiment Analysis. | Siva Uday Sampreeth Chebolu, Franck Dernoncourt, Nedim Lipka, Thamar Solorio |
| 2024 | COLING | Hierarchical Selection of Important Context for Generative Event Causality Identification with Optimal Transports. | Hieu Man, Chien Van Nguyen, Nghia Trung Ngo, Linh Ngo Van, Franck Dernoncourt, Thien Huu Nguyen |
| 2024 | COLING | DocScript: Document-level Script Event Prediction. | Puneet Mathur, Vlad I. Morariu, Aparna Garimella, Franck Dernoncourt, Jiuxiang Gu, Ramit Sawhney, Preslav Nakov, Dinesh Manocha, Rajiv Jain |
| 2024 | COLING | CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages. | Thuat Nguyen, Chien Van Nguyen, Viet Dac Lai, Hieu Man, Nghia Trung Ngo, Franck Dernoncourt, Ryan A. Rossi, Thien Huu Nguyen |
| 2024 | CVPR | Scaling Up Video Summarization Pretraining with Large Language Models. | Dawit Mureja Argaw, Seunghyun Yoon, Fabian Caba Heilbron, Hanieh Deilamsalehy, Trung Bui, Zhaowen Wang, Franck Dernoncourt, Joon Son Chung |
| 2024 | EACL | Fine-tuning CLIP Text Encoders with Two-step Paraphrasing. | Hyunjae Kim, Seunghyun Yoon, Trung Bui, Handong Zhao, Quan Hung Tran, Franck Dernoncourt, Jaewoo Kang |
| 2024 | EMNLP | An Analysis of Multilingual FActScore. | Vu Trong Kim, Michael Krumdick, Varshini Reddy, Franck Dernoncourt, Viet Dac Lai |
| 2024 | EMNLP | ULLME: A Unified Framework for Large Language Model Embeddings with Generation-Augmented Learning. | Hieu Man, Nghia Trung Ngo, Franck Dernoncourt, Thien Huu Nguyen |
| 2024 | EMNLP | Towards Enhancing Coherence in Extractive Summarization: Dataset and Experiments with LLMs. | Mihir Parmar, Hanieh Deilamsalehy, Franck Dernoncourt, Seunghyun Yoon, Ryan A. Rossi, Trung Bui |
| 2024 | EMNLP | PDFTriage: Question Answering over Long, Structured Documents. | Jon Saad-Falcon, Joe Barrow, Alexa F. Siu, Ani Nenkova, Seunghyun Yoon, Ryan A. Rossi, Franck Dernoncourt |
| 2024 | EMNLP | DocEdit-v2: Document Structure Editing Via Multimodal LLM Grounding. | Manan Suri, Puneet Mathur, Franck Dernoncourt, Rajiv Jain, Vlad I. Morariu, Ramit Sawhney, Preslav Nakov, Dinesh Manocha |
| 2024 | ICML | Editing Partially Observable Networks via Graph Diffusion Models. | Puja Trivedi, Ryan A. Rossi, David Arbour, Tong Yu, Franck Dernoncourt, Sungchul Kim, Nedim Lipka, Namyong Park, Nesreen K. Ahmed, Danai Koutra |
| 2024 | Interspeech | Identifying Speakers in Dialogue Transcripts: A Text-based Approach Using Pretrained Language Models. | Minh Nguyen, Franck Dernoncourt, Seunghyun Yoon, Hanieh Deilamsalehy, Hao Tan, Ryan A. Rossi, Quan Hung Tran, Trung Bui, Thien Huu Nguyen |
| 2024 | MMM | Multi-modal Video Topic Segmentation with Dual-Contrastive Domain Adaptation. | Linzi Xing, Quan Hung Tran, Fabian Caba, Franck Dernoncourt, Seunghyun Yoon, Zhaowen Wang, Trung Bui, Giuseppe Carenini |
| 2024 | NAACL | MCECR: A Novel Dataset for Multilingual Cross-Document Event Coreference Resolution. | Amir Pouran Ben Veyseh, Viet Dac Lai, Chien Nguyen, Franck Dernoncourt, Thien Huu Nguyen |
| 2024 | SIGIR | Multilingual Meta-Distillation Alignment for Semantic Retrieval. | Meryem M'hamdi, Jonathan May, Franck Dernoncourt, Trung Bui, Seunghyun Yoon |
| 2023 | AAAI | DocEdit: Language-Guided Document Editing. | Puneet Mathur, Rajiv Jain, Jiuxiang Gu, Franck Dernoncourt, Dinesh Manocha, Vlad I. Morariu |
| 2023 | AAAI | Envisioning the Next-Gen Document Reader. | Catherine Yeh, Nedim Lipka, Franck Dernoncourt |
| 2023 | ACL | Hybrid Knowledge Transfer for Improved Cross-Lingual Event Detection via Hierarchical Sample Selection. | Luis Guzman-Nateras, Franck Dernoncourt, Thien Huu Nguyen |
| 2023 | ACL | MeetingBank: A Benchmark Dataset for Meeting Summarization. | Yebowen Hu, Timothy Ganter, Hanieh Deilamsalehy, Franck Dernoncourt, Hassan Foroosh, Fei Liu |
| 2023 | ACL | MeetingQA: Extractive Question-Answering on Meeting Transcripts. | Archiki Prasad, Trung Bui, Seunghyun Yoon, Hanieh Deilamsalehy, Franck Dernoncourt, Mohit Bansal |
| 2023 | ACL | SCCS: Semantics-Consistent Cross-domain Summarization via Optimal Transport Alignment. | Jielin Qiu, Jiacheng Zhu, Mengdi Xu, Franck Dernoncourt, Trung Bui, Zhaowen Wang, Bo Li, Ding Zhao, Hailin Jin |
| 2023 | ACL | Generating Labeled Data for Relation Extraction: A Meta Learning Approach with Joint GPT-2 Training. | Amir Pouran Ben Veyseh, Franck Dernoncourt, Bonan Min, Thien Huu Nguyen |
| 2023 | CSCW | How Small Businesses Transform PDF Agreements into Action. | Jianna So, Nedim Lipka, Alexa F. Siu, Ryan A. Rossi, Franck Dernoncourt |
| 2023 | CVPR | Improving Visual Grounding by Encouraging Consistent Gradient-Based Explanations. | Ziyan Yang, Kushal Kafle, Franck Dernoncourt, Vicente Ordonez |
| 2023 | EACL | Curricular Next Conversation Prediction Pretraining for Transcript Segmentation. | Anvesh Rao Vijjini, Hanieh Deilamsalehy, Franck Dernoncourt, Snigdha Chaturvedi |
| 2023 | EMNLP | Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human Feedback. | Viet Dac Lai, Chien Van Nguyen, Nghia Trung Ngo, Thuat Nguyen, Franck Dernoncourt, Ryan A. Rossi, Thien Huu Nguyen |
| 2023 | EMNLP | ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual Learning. | Viet Dac Lai, Nghia Trung Ngo, Amir Pouran Ben Veyseh, Hieu Man, Franck Dernoncourt, Trung Bui, Thien Huu Nguyen |
| 2023 | EMNLP | Transitioning Representations between Languages for Cross-lingual Event Detection via Langevin Dynamics. | Chien Nguyen, Huy Nguyen, Franck Dernoncourt, Thien Huu Nguyen |
| 2023 | ICCV | Moment Detection in Long Tutorial Videos. | Ioana Croitoru, Simion-Vlad Bogolin, Samuel Albanie, Yang Liu, Zhaowen Wang, Seunghyun Yoon, Franck Dernoncourt, Hailin Jin, Trung Bui |
| 2023 | ICCV | Learning Navigational Visual Representations with Semantic Map Supervision. | Yicong Hong, Yang Zhou, Ruiyi Zhang, Franck Dernoncourt, Trung Bui, Stephen Gould, Hao Tan |
| 2023 | IJCNLP | A Review of Datasets for Aspect-based Sentiment Analysis. | Siva Uday Sampreeth Chebolu, Franck Dernoncourt, Nedim Lipka, Thamar Solorio |
| 2023 | Interspeech | Boosting Punctuation Restoration with Data Generation and Reinforcement Learning. | Viet Dac Lai, Abel Salinas, Hao Tan, Trung Bui, Quan Tran, Seunghyun Yoon, Hanieh Deilamsalehy, Franck Dernoncourt, Thien Huu Nguyen |
| 2023 | Interspeech | Efficient Spoken Language Recognition via Multilabel Classification. | Oriol Nieto, Zeyu Jin, Franck Dernoncourt, Justin Salamon |
| 2023 | WACV | LayerDoc: Layer-wise Extraction of Spatial Hierarchical Structure in Visually-Rich Documents. | 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 | WACV | LiveSeg: Unsupervised Multimodal Temporal Segmentation of Long Livestream Videos. | Jielin Qiu, Franck Dernoncourt, Trung Bui, Zhaowen Wang, Ding Zhao, Hailin Jin |
| 2023 | UIST | TaleStream: Supporting Story Ideation with Trope Knowledge. | Jean-Pec Chou, Alexa Fay Siu, Nedim Lipka, Ryan A. Rossi, Franck Dernoncourt, Maneesh Agrawala |
| 2022 | AAAI | CAISE: Conversational Agent for Image Search and Editing. | Hyounghun Kim, Doo Soon Kim, Seunghyun Yoon, Franck Dernoncourt, Trung Bui, Mohit Bansal |
| 2022 | AAAI | A Framework for Automated Text Generation Benchmarking. | Steven Layne, Sebastian Gehrmann, Franck Dernoncourt, Lidan Wang, Trung Bui, Walter Chang |
| 2022 | AAAI | Acronym Extraction and Acronym Disambiguation Shared Tasks at the Scientific Document Understanding Workshop 2022. | Amir Pouran Ben Veyseh, Nicole Meister, Franck Dernoncourt, Thien Huu Nguyen |
| 2022 | ACL | Document-Level Event Argument Extraction via Optimal Transport. | Amir Pouran Ben Veyseh, Minh Van Nguyen, Franck Dernoncourt, Bonan Min, Thien Huu Nguyen |
| 2022 | ACL | Transfer Learning and Prediction Consistency for Detecting Offensive Spans of Text. | Amir Pouran Ben Veyseh, Ning Xu, Quan Hung Tran, Varun Manjunatha, Franck Dernoncourt, Thien Huu Nguyen |
| 2022 | COLING | MECI: A Multilingual Dataset for Event Causality Identification. | Viet Dac Lai, Amir Pouran Ben Veyseh, Minh Van Nguyen, Franck Dernoncourt, Thien Huu Nguyen |
| 2022 | COLING | Medical Question Understanding and Answering with Knowledge Grounding and Semantic Self-Supervision. | Khalil Mrini, Harpreet Singh, Franck Dernoncourt, Seunghyun Yoon, Trung Bui, Walter Chang, Emilia Farcas, Ndapa Nakashole |
| 2022 | COLING | Offensive Content Detection via Synthetic Code-Switched Text. | Cesa Salaam, Franck Dernoncourt, Trung Bui, Danda B. Rawat, Seunghyun Yoon |
| 2022 | COLING | Virtual Knowledge Graph Construction for Zero-Shot Domain-Specific Document Retrieval. | Yeon Seonwoo, Seunghyun Yoon, Franck Dernoncourt, Trung Bui, Alice Oh |
| 2022 | COLING | Event Extraction in Video Transcripts. | Amir Pouran Ben Veyseh, Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen |
| 2022 | COLING | MACRONYM: A Large-Scale Dataset for Multilingual and Multi-Domain Acronym Extraction. | Amir Pouran Ben Veyseh, Nicole Meister, Seunghyun Yoon, Rajiv Jain, Franck Dernoncourt, Thien Huu Nguyen |
| 2022 | COLING | Keyphrase Prediction from Video Transcripts: New Dataset and Directions. | 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 | EMNLP | Multilingual SubEvent Relation Extraction: A Novel Dataset and Structure Induction Method. | Viet Dac Lai, Hieu Man, Linh Ngo Van, Franck Dernoncourt, Thien Huu Nguyen |
| 2022 | EMNLP | DocFin: Multimodal Financial Prediction and Bias Mitigation using Semi-structured Documents. | Puneet Mathur, Mihir Goyal, Ramit Sawhney, Ritik Mathur, Jochen L. Leidner, Franck Dernoncourt, Dinesh Manocha |
| 2022 | EMNLP | Learning Cross-Task Dependencies for Joint Extraction of Entities, Events, Event Arguments, and Relations. | Minh Van Nguyen, Bonan Min, Franck Dernoncourt, Thien Huu Nguyen |
| 2022 | EMNLP | MEE: A Novel Multilingual Event Extraction Dataset. | Amir Pouran Ben Veyseh, Javid Ebrahimi, Franck Dernoncourt, Thien Huu Nguyen |
| 2022 | Interspeech | DocLayoutTTS: Dataset and Baselines for Layout-informed Document-level Neural Speech Synthesis. | Puneet Mathur, Franck Dernoncourt, Quan Hung Tran, Jiuxiang Gu, Ani Nenkova, Vlad I. Morariu, Rajiv Jain, Dinesh Manocha |
| 2022 | LREC | BehanceCC: A ChitChat Detection Dataset For Livestreaming Video Transcripts. | Viet Dac Lai, Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen |
| 2022 | LREC | BehanceQA: A New Dataset for Identifying Question-Answer Pairs in Video Transcripts. | Amir Pouran Ben Veyseh, Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen |
| 2022 | NAACL | Fine-grained Image Captioning with CLIP Reward. | Jaemin Cho, Seunghyun Yoon, Ajinkya Kale, Franck Dernoncourt, Trung Bui, Mohit Bansal |
| 2022 | NAACL | Event Detection for Suicide Understanding. | Luis Guzman-Nateras, Viet Dac Lai, Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen |
| 2022 | NAACL | BehancePR: A Punctuation Restoration Dataset for Livestreaming Video Transcript. | Viet Dac Lai, Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen |
| 2022 | NAACL | Multimodal Intent Discovery from Livestream Videos. | Adyasha Maharana, Quan Hung Tran, Franck Dernoncourt, Seunghyun Yoon, Trung Bui, Walter Chang, Mohit Bansal |
| 2022 | NAACL | DocTime: A Document-level Temporal Dependency Graph Parser. | Puneet Mathur, Vlad I. Morariu, Verena Kaynig-Fittkau, Jiuxiang Gu, Franck Dernoncourt, Quan Hung Tran, Ani Nenkova, Dinesh Manocha, Rajiv Jain |
| 2022 | NAACL | Joint Extraction of Entities, Relations, and Events via Modeling Inter-Instance and Inter-Label Dependencies. | Minh Van Nguyen, Bonan Min, Franck Dernoncourt, Thien Huu Nguyen |
| 2022 | NAACL | MINION: a Large-Scale and Diverse Dataset for Multilingual Event Detection. | Amir Pouran Ben Veyseh, Minh Van Nguyen, Franck Dernoncourt, Thien Huu Nguyen |
| 2022 | WWW | UserNLP'22: 2022 International Workshop on User-centered Natural Language Processing. | Xiaolei Huang, Lucie Flek, Franck Dernoncourt, Charles Welch, Silvio Amir, Ramit Sawhney, Diyi Yang |
| 2021 | AAAI | Interaction Matching for Long-Tail Multi-Label Classification. | Sean MacAvaney, Franck Dernoncourt, Walter Chang, Nazli Goharian, Ophir Frieder |
| 2021 | AAAI | Acronym Identification and Disambiguation Shared Tasks for Scientific Document Understanding. | Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen, Walter Chang, Leo Anthony Celi |
| 2021 | ACL | Syntopical Graphs for Computational Argumentation Tasks. | Joe Barrow, Rajiv Jain, Nedim Lipka, Franck Dernoncourt, Vlad I. Morariu, Varun Manjunatha, Douglas W. Oard, Philip Resnik, Henning Wachsmuth |
| 2021 | ACL | UMIC: An Unreferenced Metric for Image Captioning via Contrastive Learning. | Hwanhee Lee, Seunghyun Yoon, Franck Dernoncourt, Trung Bui, Kyomin Jung |
| 2021 | ACL | TIMERS: Document-level Temporal Relation Extraction. | Puneet Mathur, Rajiv Jain, Franck Dernoncourt, Vlad I. Morariu, Quan Hung Tran, Dinesh Manocha |
| 2021 | ACL | A Gradually Soft Multi-Task and Data-Augmented Approach to Medical Question Understanding. | Khalil Mrini, Franck Dernoncourt, Seunghyun Yoon, Trung Bui, Walter Chang, Emilia Farcas, Ndapa Nakashole |
| 2021 | ACL | PSED: A Dataset for Selecting Emphasis in Presentation Slides. | Amirreza Shirani, Giai Tran, Hieu Trinh, Franck Dernoncourt, Nedim Lipka, Jose Echevarria, Thamar Solorio, Paul Asente |
| 2021 | ACL | Unleash GPT-2 Power for Event Detection. | Amir Pouran Ben Veyseh, Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen |
| 2021 | CVPR | Learning by Planning: Language-Guided Global Image Editing. | Jing Shi, Ning Xu, Yihang Xu, Trung Bui, Franck Dernoncourt, Chenliang Xu |
| 2021 | EACL | MadDog: A Web-based System for Acronym Identification and Disambiguation. | Amir Pouran Ben Veyseh, Franck Dernoncourt, Walter Chang, Thien Huu Nguyen |
| 2021 | EMNLP | StreamHover: Livestream Transcript Summarization and Annotation. | Sangwoo Cho, Franck Dernoncourt, Tim Ganter, Trung Bui, Nedim Lipka, Walter Chang, Hailin Jin, Jonathan Brandt, Hassan Foroosh, Fei Liu |
| 2021 | EMNLP | Learning Prototype Representations Across Few-Shot Tasks for Event Detection. | Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen |
| 2021 | EMNLP | QACE: Asking Questions to Evaluate an Image Caption. | Hwanhee Lee, Thomas Scialom, Seunghyun Yoon, Franck Dernoncourt, Kyomin Jung |
| 2021 | EMNLP | IGA: An Intent-Guided Authoring Assistant. | Simeng Sun, Wenlong Zhao, Varun Manjunatha, Rajiv Jain, Vlad I. Morariu, Franck Dernoncourt, Balaji Vasan Srinivasan, Mohit Iyyer |
| 2021 | NAACL | Towards Interpreting and Mitigating Shortcut Learning Behavior of NLU models. | Mengnan Du, Varun Manjunatha, Rajiv Jain, Ruchi Deshpande, Franck Dernoncourt, Jiuxiang Gu, Tong Sun, Xia Hu |
| 2021 | NAACL | A Context-Dependent Gated Module for Incorporating Symbolic Semantics into Event Coreference Resolution. | Tuan Manh Lai, Heng Ji, Trung Bui, Quan Hung Tran, Franck Dernoncourt, Walter Chang |
| 2021 | NAACL | KPQA: A Metric for Generative Question Answering Using Keyphrase Weights. | Hwanhee Lee, Seunghyun Yoon, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Joongbo Shin, Kyomin Jung |
| 2021 | NAACL | X-METRA-ADA: Cross-lingual Meta-Transfer learning Adaptation to Natural Language Understanding and Question Answering. | Meryem M'hamdi, Doo Soon Kim, Franck Dernoncourt, Trung Bui, Xiang Ren, Jonathan May |
| 2021 | NAACL | Open-Domain Question Answering with Pre-Constructed Question Spaces. | Jinfeng Xiao, Lidan Wang, Franck Dernoncourt, Trung Bui, Tong Sun, Jiawei Han |
| 2021 | PACLIC | Exploring Conditional Text Generation for Aspect-Based Sentiment Analysis. | Siva Uday Sampreeth Chebolu, Franck Dernoncourt, Nedim Lipka, Thamar Solorio |
| 2021 | PAKDD | Inducing Rich Interaction Structures Between Words for Document-Level Event Argument Extraction. | Amir Pouran Ben Veyseh, Franck Dernoncourt, Quan Hung Tran, Varun Manjunatha, Lidan Wang, Rajiv Jain, Doo Soon Kim, Walter Chang, Thien Huu Nguyen |
| 2021 | SIGIR | Graph Learning Regularization and Transfer Learning for Few-Shot Event Detection. | Viet Dac Lai, Minh Van Nguyen, Thien Huu Nguyen, Franck Dernoncourt |
| 2020 | AAAI | A Joint Model for Definition Extraction with Syntactic Connection and Semantic Consistency. | Amir Pouran Ben Veyseh, Franck Dernoncourt, Dejing Dou, Thien Huu Nguyen |
| 2020 | AAAI | Multi-View Consistency for Relation Extraction via Mutual Information and Structure Prediction. | Amir Pouran Ben Veyseh, Franck Dernoncourt, My Tra Thai, Dejing Dou, Thien Huu Nguyen |
| 2020 | ACCV | A Benchmark and Baseline for Language-Driven Image Editing. | Jing Shi, Ning Xu, Trung Bui, Franck Dernoncourt, Zheng Wen, Chenliang Xu |
| 2020 | ACL | Extensively Matching for Few-shot Learning Event Detection. | Viet Dac Lai, Thien Huu Nguyen, Franck Dernoncourt |
| 2020 | ACL | Understanding Points of Correspondence between Sentences for Abstractive Summarization. | Logan Lebanoff, John Muchovej, Franck Dernoncourt, Doo Soon Kim, Lidan Wang, Walter Chang, Fei Liu |
| 2020 | ACL | Let Me Choose: From Verbal Context to Font Selection. | Amirreza Shirani, Franck Dernoncourt, Jose Echevarria, Paul Asente, Nedim Lipka, Thamar Solorio |
| 2020 | ACL | Exploiting the Syntax-Model Consistency for Neural Relation Extraction. | Amir Pouran Ben Veyseh, Franck Dernoncourt, Dejing Dou, Thien Huu Nguyen |
| 2020 | COLING | Explain by Evidence: An Explainable Memory-based Neural Network for Question Answering. | Quan Hung Tran, Nhan Dam, Tuan Manh Lai, Franck Dernoncourt, Trung Le, Nham Le, Dinh Phung |
| 2020 | COLING | What Does This Acronym Mean? Introducing a New Dataset for Acronym Identification and Disambiguation. | Amir Pouran Ben Veyseh, Franck Dernoncourt, Quan Hung Tran, Thien Huu Nguyen |
| 2020 | EMNLP | Scene Graph Modification Based on Natural Language Commands. | Xuanli He, Quan Hung Tran, Gholamreza Haffari, Walter Chang, Zhe Lin, Trung Bui, Franck Dernoncourt, Nhan Dam |
| 2020 | EMNLP | Learning to Fuse Sentences with Transformers for Summarization. | Logan Lebanoff, Franck Dernoncourt, Doo Soon Kim, Lidan Wang, Walter Chang, Fei Liu |
| 2020 | EMNLP | Rethinking Self-Attention: Towards Interpretability in Neural Parsing. | Khalil Mrini, Franck Dernoncourt, Quan Hung Tran, Trung Bui, Walter Chang, Ndapa Nakashole |
| 2020 | EMNLP | Introducing Syntactic Structures into Target Opinion Word Extraction with Deep Learning. | Amir Pouran Ben Veyseh, Nasim Nouri, Franck Dernoncourt, Dejing Dou, Thien Huu Nguyen |
| 2020 | EMNLP | Improving Aspect-based Sentiment Analysis with Gated Graph Convolutional Networks and Syntax-based Regulation. | Amir Pouran Ben Veyseh, Nasim Nouri, Franck Dernoncourt, Quan Hung Tran, Dejing Dou, Thien Huu Nguyen |
| 2020 | EMNLP | Using Visual Feature Space as a Pivot Across Languages. | Ziyan Yang, Leticia Pinto-Alva, Franck Dernoncourt, Vicente Ordonez |
| 2020 | EMNLP | Variational Hierarchical Dialog Autoencoder for Dialog State Tracking Data Augmentation. | Kang Min Yoo, Hanbit Lee, Franck Dernoncourt, Trung Bui, Walter Chang, Sang-goo Lee |
| 2020 | IJCNLP | A Cascade Approach to Neural Abstractive Summarization with Content Selection and Fusion. | Logan Lebanoff, Franck Dernoncourt, Doo Soon Kim, Walter Chang, Fei Liu |
| 2020 | LREC | TutorialVQA: Question Answering Dataset for Tutorial Videos. | Anthony M. Colas, Seokhwan Kim, Franck Dernoncourt, Siddhesh Gupte, Daisy Zhe Wang, Doo Soon Kim |
| 2020 | LREC | Multilingual Twitter Corpus and Baselines for Evaluating Demographic Bias in Hate Speech Recognition. | Xiaolei Huang, Linzi Xing, Franck Dernoncourt, Michael J. Paul |
| 2020 | LREC | A Corpus for Detecting High-Context Medical Conditions in Intensive Care Patient Notes Focusing on Frequently Readmitted Patients. | 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 | LREC | Propagate-Selector: Detecting Supporting Sentences for Question Answering via Graph Neural Networks. | Seunghyun Yoon, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Kyomin Jung |
| 2020 | PAKDD | Exploiting the Matching Information in the Support Set for Few Shot Event Classification. | Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen |
| 2019 | ACL | Scoring Sentence Singletons and Pairs for Abstractive Summarization. | Logan Lebanoff, Kaiqiang Song, Franck Dernoncourt, Doo Soon Kim, Seokhwan Kim, Walter Chang, Fei Liu |
| 2019 | ACL | Learning Emphasis Selection for Written Text in Visual Media from Crowd-Sourced Label Distributions. | Amirreza Shirani, Franck Dernoncourt, Paul Asente, Nedim Lipka, Seokhwan Kim, Jose Echevarria, Thamar Solorio |
| 2019 | ACL | Expressing Visual Relationships via Language. | Hao Tan, Franck Dernoncourt, Zhe Lin, Trung Bui, Mohit Bansal |
| 2019 | CIKM | A Compare-Aggregate Model with Latent Clustering for Answer Selection. | Seunghyun Yoon, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Kyomin Jung |
| 2019 | ICDM | A Markov Network Model for Natural Language Semantic Matching. | Lidan Wang, Trung Bui, Franck Dernoncourt, Natwar Modani |
| 2019 | INLG | Margin Call: an Accessible Web-based Text Viewer with Generated Paragraph Summaries in the Margin. | Naba Rizvi, Sebastian Gehrmann, Franck Dernoncourt |
| 2019 | Interspeech | Exploiting Semi-Supervised Training Through a Dropout Regularization in End-to-End Speech Recognition. | Subhadeep Dey, Petr Motlcek, Trung Bui, Franck Dernoncourt |
| 2019 | NAACL | Improving Human Text Comprehension through Semi-Markov CRF-based Neural Section Title Generation. | Sebastian Gehrmann, Steven Layne, Franck Dernoncourt |
| 2018 | COLING | A Web-based Framework for Collecting and Assessing Highlighted Sentences in a Document. | Sasha Spala, Franck Dernoncourt, Walter Chang, Carl Dockhorn |
| 2018 | Interspeech | A Framework for Speech Recognition Benchmarking. | Franck Dernoncourt, Trung Bui, Walter Chang |
| 2018 | LREC | A Repository of Corpora for Summarization. | Franck Dernoncourt, Mohammad Ghassemi, Walter Chang |
| 2018 | LREC | Transfer Learning for Named-Entity Recognition with Neural Networks. | Ji Young Lee, Franck Dernoncourt, Peter Szolovits |
| 2018 | NAACL | A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents. | Arman Cohan, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Seokhwan Kim, Walter Chang, Nazli Goharian |
| 2018 | PACLIC | A Comparison Study of Human Evaluated Automated Highlighting Systems. | Sasha Spala, Franck Dernoncourt, Walter Chang, Carl Dockhorn |
| 2017 | EACL | Neural Networks for Joint Sentence Classification in Medical Paper Abstracts. | Franck Dernoncourt, Ji Young Lee, Peter Szolovits |
| 2017 | EMNLP | NeuroNER: an easy-to-use program for named-entity recognition based on neural networks. | Franck Dernoncourt, Ji Young Lee, Peter Szolovits |
| 2017 | IJCNLP | PubMed 200k RCT: a Dataset for Sequential Sentence Classification in Medical Abstracts. | Franck Dernoncourt, Ji Young Lee |
| 2016 | NAACL | Sequential Short-Text Classification with Recurrent and Convolutional Neural Networks. | Ji Young Lee, Franck Dernoncourt |
| 2015 | CBMS | Gaussian Process-Based Feature Selection for Wavelet Parameters: Predicting Acute Hypotensive Episodes from Physiological Signals. | Franck Dernoncourt, Kalyan Veeramachaneni, Una-May O'Reilly |
| 2013 | AIED | Developing Data Standards and Systems for MOOC Data Science. | Kalyan Veeramachaneni, Franck Dernoncourt, Colin Taylor, Zachary A. Pardos, Una-May O'Reilly |
| 2013 | GECCO | Imprecise selection and fitness approximation in a large-scale evolutionary rule based system for blood pressure prediction. | Erik Hemberg, Kalyan Veeramachaneni, Franck Dernoncourt, Mark Wagy, Una-May O'Reilly |
| 2013 | GECCO | Efficient training set use for blood pressure prediction in a large scale learning classifier system. | Erik Hemberg, Kalyan Veeramachaneni, Franck Dernoncourt, Mark Wagy, Una-May O'Reilly |