Franck Dernoncourt

Most-cited papers

Bias and Fairness in Large Language Models: A Survey
Isabel O. Gallegos, Ryan A. Rossi, Joe Barrow, Md Mehrab Tanjim +5 more
2023Computational Linguistics1,361 citations Open access
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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 +3 more
2023Conference on Empirical Methods in Natural Language Processing443 citations Open access
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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 +3 more
2023Conference on Empirical Methods in Natural Language Processing257 citations Open access
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CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages
Thuat Nguyen, Chien Van Nguyen, Viet Dac Lai, Hieu Man +4 more
2023International Conference on Language Resources and Evaluation243 citations Open access
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GUI Agents: A Survey
Dang Nguyen, Jian Chen, Yu Wang, Gang Wu +26 more
2024Annual Meeting of the Association for Computational Linguistics129 citations
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MeetingBank: A Benchmark Dataset for Meeting Summarization
Yebowen Hu, Timothy Ganter, Hanieh Deilamsalehy, Franck Dernoncourt +2 more
2023Annual Meeting of the Association for Computational Linguistics124 citations Open access
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Fine-grained Image Captioning with CLIP Reward
Jaemin Cho, Seunghyun Yoon, Ajinkya Kale, Franck Dernoncourt +2 more
2022NAACL-HLT119 citations Open access
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Self-Debiasing Large Language Models: Zero-Shot Recognition and Reduction of Stereotypes
Isabel O. Gallegos, Ryan A. Rossi, Joe Barrow, Md Mehrab Tanjim +5 more
2024arXiv.org85 citations
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Learning Navigational Visual Representations with Semantic Map Supervision
Yicong Hong, Yang Zhou, Ruiyi Zhang, Franck Dernoncourt +3 more
2023IEEE International Conference on Computer Vision71 citations Open access
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Fairness-Aware Graph Neural Networks: A Survey
April Chen, Ryan A. Rossi, Namyong Park, Puja Trivedi +5 more
2023ACM Transactions on Knowledge Discovery from Data59 citations Open access
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VisDoM: Multi-Document QA with Visually Rich Elements Using Multimodal Retrieval-Augmented Generation
Manan Suri, Puneet Mathur, Franck Dernoncourt, Kanika Goswami +2 more
2024arXiv.org58 citations
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PDFTriage: Question Answering over Long, Structured Documents
Jon Saad-Falcon, Joe Barrow, Alexa F. Siu, A. Nenkova +3 more
2023Conference on Empirical Methods in Natural Language Processing51 citations Open access
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Joint Extraction of Entities, Relations, and Events via Modeling Inter-Instance and Inter-Label Dependencies
Minh Nguyen, Bonan Min, Franck Dernoncourt, Thien Huu Nguyen
2022North American Chapter of the Association for Computational Linguistics41 citations Open access
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Scaling Up Video Summarization Pretraining with Large Language Models
Dawit Mureja Argaw, Seunghyun Yoon, Fabian Caba Heilbron, Hanieh Deilamsalehy +4 more
2024Computer Vision and Pattern Recognition40 citations Open access
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Improving Visual Grounding by Encouraging Consistent Gradient-Based Explanations
Zi-Yan Yang, Kushal Kafle, Franck Dernoncourt, Vicente Ordonez
2022Computer Vision and Pattern Recognition37 citations Open access
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Retrieval Augmented Generation for Domain-specific Question Answering
Sanat Sharma, David Seunghyun Yoon, Franck Dernoncourt, Dewang Sultania +4 more
2024arXiv.org35 citations
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MEE: A Novel Multilingual Event Extraction Dataset
Amir Pouran Ben Veyseh, J. Ebrahimi, Franck Dernoncourt, Thien Huu Nguyen
2022Conference on Empirical Methods in Natural Language Processing32 citations Open access
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MECI: A Multilingual Dataset for Event Causality Identification
Viet Dac Lai, Amir Pouran Ben Veyseh, Minh Nguyen, Franck Dernoncourt +1 more
2022International Conference on Computational Linguistics31 citations
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A Context-Dependent Gated Module for Incorporating Symbolic Semantics into Event Coreference Resolution
T. Lai, Heng Ji, Trung Bui, Quan Hung Tran +2 more
2021North American Chapter of the Association for Computational Linguistics30 citations Open access
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PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Feedback
Kanika Goswami, Puneet Mathur, Ryan A. Rossi, Franck Dernoncourt
2025arXiv.org27 citations
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TaleStream: Supporting Story Ideation with Trope Knowledge
Jean-Peïc Chou, Alexa F. Siu, Nedim Lipka, Ryan A. Rossi +2 more
2023ACM Symposium on User Interface Software and Technology27 citations Open access
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MONOPOLY: Financial Prediction from MONetary POLicY Conference Videos Using Multimodal Cues
Puneet Mathur, A. Neerkaje, Malika Chhibber, Ramit Sawhney +4 more
2022ACM Multimedia24 citations
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MeetingQA: Extractive Question-Answering on Meeting Transcripts
Archiki Prasad, Trung Bui, Seunghyun Yoon, Hanieh Deilamsalehy +2 more
2023Annual Meeting of the Association for Computational Linguistics23 citations Open access
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MINION: a Large-Scale and Diverse Dataset for Multilingual Event Detection
Amir Pouran Ben Veyseh, Minh Nguyen, Franck Dernoncourt, Thien Huu Nguyen
2022North American Chapter of the Association for Computational Linguistics22 citations Open access
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MACRONYM: A Large-Scale Dataset for Multilingual and Multi-Domain Acronym Extraction
Amir Pouran Ben Veyseh, Nicole Meister, Seunghyun Yoon, R. Jain +2 more
2022International Conference on Computational Linguistics21 citations
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DocTime: A Document-level Temporal Dependency Graph Parser
Puneet Mathur, Vlad I. Morariu, Verena Kaynig-Fittkau, Jiuxiang Gu +5 more
2022North American Chapter of the Association for Computational Linguistics19 citations Open access
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Comprehensive and Practical Evaluation of Retrieval-Augmented Generation Systems for Medical Question Answering
Nghia Trung Ngo, Chien Van Nguyen, Franck Dernoncourt, Thien Huu Nguyen
2024arXiv.org18 citations
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Multimodal Intent Discovery from Livestream Videos
Adyasha Maharana, Quan Hung Tran, Franck Dernoncourt, Seunghyun Yoon +3 more
2022NAACL-HLT18 citations Open access
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Survey of Aspect-based Sentiment Analysis Datasets
Siva Uday Sampreeth Chebolu, Franck Dernoncourt, Nedim Lipka, Thamar Solorio
2022arXiv.org18 citations Open access
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SemEval 2022 Task 12: Symlink - Linking Mathematical Symbols to their Descriptions
Viet Dac Lai, Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen
2022International Workshop on Semantic Evaluation18 citations Open access
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SlimLM: An Efficient Small Language Model for On-Device Document Assistance
Thang M. Pham, Phat T. Nguyen, Seunghyun Yoon, Viet Dac Lai +2 more
2024arXiv.org16 citations
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Document-Level Event Argument Extraction via Optimal Transport
Amir Pouran Ben Veyseh, Minh Nguyen, Franck Dernoncourt, Bonan Min +1 more
2022Findings16 citations Open access
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Mastering Context-to-Label Representation Transformation for Event Causality Identification with Diffusion Models
Hieu Man, Franck Dernoncourt, Thien Huu Nguyen
2024AAAI Conference on Artificial Intelligence15 citations Open access
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Multilingual SubEvent Relation Extraction: A Novel Dataset and Structure Induction Method
Viet Dac Lai, Hieu Man, L. Van, Franck Dernoncourt +1 more
2022Conference on Empirical Methods in Natural Language Processing15 citations Open access
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Factual Error Correction for Abstractive Summaries Using Entity Retrieval
Hwanhee Lee, Cheoneum Park, Seunghyun Yoon, Trung Bui +3 more
2022IEEE Games Entertainment Media Conference15 citations Open access
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TLDR9+: A Large Scale Resource for Extreme Summarization of Social Media Posts
Sajad Sotudeh, Hanieh Deilamsalehy, Franck Dernoncourt, Nazli Goharian
2021NEWSUM15 citations Open access
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Learning Cross-Task Dependencies for Joint Extraction of Entities, Events, Event Arguments, and Relations
Minh Nguyen, Bonan Min, Franck Dernoncourt, Thien Huu Nguyen
2022Conference on Empirical Methods in Natural Language Processing14 citations Open access
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MHMS: Multimodal Hierarchical Multimedia Summarization
Jielin Qiu, Jia-Cheng Zhu, Mengdi Xu, Franck Dernoncourt +5 more
2022arXiv.org14 citations Open access
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Offensive Content Detection via Synthetic Code-Switched Text
Cesa Salaam, Franck Dernoncourt, Trung Bui, D. Rawat +1 more
2022International Conference on Computational Linguistics14 citations
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Semantics-Consistent Cross-domain Summarization via Optimal Transport Alignment
Jielin Qiu, Jia-Cheng Zhu, Meng-Di Xu, Franck Dernoncourt +5 more
2022arXiv.org12 citations Open access
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Towards Enhancing Coherence in Extractive Summarization: Dataset and Experiments with LLMs
Mihir Parmar, Hanieh Deilamsalehy, Franck Dernoncourt, Seunghyun Yoon +2 more
2024Conference on Empirical Methods in Natural Language Processing11 citations
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SCCS: Semantics-Consistent Cross-domain Summarization via Optimal Transport Alignment
Jielin Qiu, Jia-Cheng Zhu, Meng-Di Xu, Franck Dernoncourt +5 more
2023Annual Meeting of the Association for Computational Linguistics11 citations Open access
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Hierarchical Selection of Important Context for Generative Event Causality Identification with Optimal Transports
Hieu Man, Chien Van Nguyen, Nghia Trung Ngo, L. Van +2 more
2024International Conference on Language Resources and Evaluation10 citations
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DocEdit-v2: Document Structure Editing Via Multimodal LLM Grounding
Manan Suri, Puneet Mathur, Franck Dernoncourt, R. Jain +4 more
2024Conference on Empirical Methods in Natural Language Processing10 citations
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DocFin: Multimodal Financial Prediction and Bias Mitigation using Semi-structured Documents
Puneet Mathur, Mihir Goyal, Ramit Sawhney, Ritik Mathur +3 more
2022Conference on Empirical Methods in Natural Language Processing10 citations Open access
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ULLME: A Unified Framework for Large Language Model Embeddings with Generation-Augmented Learning
Hieu Man, Nghia Trung Ngo, Franck Dernoncourt, Thien Huu Nguyen
2024Conference on Empirical Methods in Natural Language Processing9 citations
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Moment Detection in Long Tutorial Videos
Ioana Croitoru, Simion-Vlad Bogolin, Samuel Albanie, Yang Liu +5 more
2023IEEE International Conference on Computer Vision9 citations
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LayerDoc: Layer-wise Extraction of Spatial Hierarchical Structure in Visually-Rich Documents
Puneet Mathur, R. Jain, Ashutosh Mehra, Jiuxiang Gu +7 more
2023IEEE Workshop/Winter Conference on Applications of Computer Vision9 citations
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Domain-specific Question Answering with Hybrid Search
Dewang Sultania, Z. Lu, Twisha Naik, Franck Dernoncourt +10 more
2024arXiv.org8 citations
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Hybrid Knowledge Transfer for Improved Cross-Lingual Event Detection via Hierarchical Sample Selection
Luis Guzman Nateras, Franck Dernoncourt, Thien Huu Nguyen
2023Annual Meeting of the Association for Computational Linguistics8 citations Open access
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