🧑‍🔬 Franck Dernoncourt — all works

34 works · ← Franck Dernoncourt

1. Bias and Fairness in Large Language Models: A SurveyComputational LinguisticsIsabel O. Gallegos, Ryan A. Rossi, Joe Barrow, et al.2023 · 1,082 citations
2. A Discourse-Aware Attention Model for Abstractive Summarization of Long DocumentsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Arman Cohan, Franck Dernoncourt, Doo Soon Kim, et al.2018 · 1,026 citations
3. Sequential Short-Text Classification with Recurrent and Convolutional Neural NetworksConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Ji Young Lee, Franck Dernoncourt2016 · 512 citations
4. ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual LearningFindings of the Association for Computational LinguisticsViet Dac Lai, Nghia Ngo, Amir Pouran Ben Veyseh, et al.2023 · 422 citations
5. NeuroNER: an easy-to-use program for named-entity recognition based on neural networks ↗Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing: System Demonstrations · no summary yetFranck Dernoncourt, Ji Young Lee, Peter Szolovits2017 · 196 citations
6. Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human FeedbackConference on Empirical Methods in Natural Language Processing (EMNLP)Viet Lai, Chien Nguyen, Nghia Ngo, et al.2023 · 195 citations
7. CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 LanguagesLanguage Resources and Evaluation Conference (LREC)Thuat Nguyen, Chien Van Nguyen, Viet Dac Lai, et al.2023 · 181 citations
8. Scoring Sentence Singletons and Pairs for Abstractive SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL)Logan Lebanoff, Kaiqiang Song, Franck Dernoncourt, et al.2019 · 159 citations
9. Rethinking Self-Attention: Towards Interpretability in Neural Parsing ↗Findings of the Association for Computational Linguistics: EMNLP 2020 · no summary yetKhalil Mrini et al.2020 · 157 citations
10. Towards Interpreting and Mitigating Shortcut Learning Behavior of NLU models ↗Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetMengnan Du et al.2021 · 120 citations
11. PubMed 200k RCT: a Dataset for Sequential Sentence Classification in Medical AbstractsInternational Joint Conference on Natural Language Processing (IJCNLP)Franck Dernoncourt, Ji Young Lee2017 · 117 citations
12. Fine-grained Image Captioning with CLIP Reward ↗Findings of the Association for Computational Linguistics: NAACL 2022 · no summary yetJaemin Cho et al.2022 · 77 citations
13. Expressing Visual Relationships via Language ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetHao Tan et al.2019 · 71 citations
14. Personalization of Large Language Models: A Survey ↗arXiv (Cornell University) · no summary yetZhehao Zhang et al.2024 · 61 citations
15. A Context-Dependent Gated Module for Incorporating Symbolic Semantics into Event Coreference ResolutionConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Tuan Lai, Heng Ji, Trung Bui, et al.2021 · 48 citations
16. From Selection to Generation: A Survey of LLM-based Active LearningAnnual Meeting of the Association for Computational Linguistics (ACL)Yu Xia, Subhojyoti Mukherjee, Zhouhang Xie, et al.2025 · 22 citations
17. Multimodal Intent Discovery from Livestream Videos ↗Findings of the Association for Computational Linguistics: NAACL 2022 · no summary yetAdyasha Maharana et al.2022 · 18 citations
18. MeetingQA: Extractive Question-Answering on Meeting Transcripts ↗Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetArchiki Prasad et al.2023 · 16 citations
19. CAISE: Conversational Agent for Image Search and Editing ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetHyounghun Kim et al.2022 · 9 citations
20. Structured Uncertainty guided Clarification for LLM AgentsFindings of the Association for Computational LinguisticsManan Suri, Puneet Mathur, Nedim Lipka, et al.2026 · 4 citations
21. UserNLP’22: 2022 International Workshop on User-centered Natural Language Processing ↗The Web Conference (WWW) · no summary yetXiaolei Huang et al.2022 · 4 citations
22. Skill Discovery for Software Scripting Automation via Offline Simulations with LLMsFindings of the Association for Computational LinguisticsPaiheng Xu, Gang Wu, Xiang Chen, et al.2026 · 3 citations
23. Fine-tuning CLIP Text Encoders with Two-step Paraphrasing ↗Findings of the Association for Computational Linguistics: EACL 2024 · no summary yetHyunjae Kim et al.2024 · 3 citations
24. Lizard: An Efficient Linearization Framework for Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Chien Van Nguyen, Huy Huu Nguyen, Ruiyi Zhang, et al.2026 · 2 citations
25. A Survey on LLM-based Conversational User SimulationConference of the European Chapter of the Association for Computational Linguistics (EACL)Bo Ni, Yu Wang, Leyao Wang, et al.2026 · 1 citation
26. 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] ↗Proceedings of the Joint Conference JEP-TALN-RECITAL 2012, volume 3: RECITAL · no summary yetDernoncourt, Franck2012 · 1 citation
27. Explainable Disentangled Representation Learning for Generalizable Authorship Attribution in the Era of Generative AIAnnual Meeting of the Association for Computational Linguistics (ACL)Hieu Man, Van-Cuong Pham, Nghia Trung Ngo, et al.2026
28. mSCoRe: A Multilingual and Scalable Benchmark for Skill-based Commonsense ReasoningLanguage Resources and Evaluation Conference (LREC)Nghia Trung Ngo, Franck Dernoncourt, Thien Huu Nguyen2026
29. Octopus: Gated Selective Attention for Memory-Bounded Long-Context Inference in Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Chien Van Nguyen, Ryan A. Rossi, Linh Ngo Van, et al.2026
30. Reasoning Graph-Structured Question Answering: Datasets and Insights from LLM BenchmarkingLanguage Resources and Evaluation Conference (LREC)Khin Yone, Devasha Trivedi, Anish Pahilajani, et al.2026
31. Test-Time Strategies for More Efficient and Accurate Agentic RAGAnnual Meeting of the Association for Computational Linguistics (ACL)Abhinav Sharma, Brian Zhang, Deepti Guntur, et al.2026
32. Instruction Tuning with and without Context: Behavioral Shifts and Downstream Impact ↗Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetHyunji Lee et al.2026
33. ChartEval: LLM-Driven Chart Generation Evaluation Using Scene Graph Parsing ↗Proceedings of The 14th International Joint Conference on Natural Language Processing and The 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics: System Demonstrations · no summary yetKanika Goswami et al.2025
34. StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos ↗arXiv (Cornell University) · no summary yetDaeun Lee et al.2025

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