---
title: "Franck Dernoncourt — all works — Elamur Research"
description: "All 34 works of Franck Dernoncourt in the Elamur Research library, the most cited first: our summaries where we have them, else the original."
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---
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# Franck Dernoncourt — all works

34 works · [← Franck Dernoncourt](https://md.research.elamur.ai/free/en/authors/franck-dernoncourt/)

1. **[Bias and Fairness in Large Language Models: A Survey](https://md.research.elamur.ai/free/en/papers/gallegos-2023-bias-fairness-large-language-models/) [Computational Linguistics](https://md.research.elamur.ai/free/en/venues/cl/)**Isabel O. Gallegos, Ryan A. Rossi, Joe Barrow, et al.*2023 · 1,082 citations*
2. **[A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents](https://md.research.elamur.ai/free/en/papers/cohan-2018-discourse-aware-attention-model-abstractive/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Arman Cohan, Franck Dernoncourt, Doo Soon Kim, et al.*2018 · 1,026 citations*
3. **[Sequential Short-Text Classification with Recurrent and Convolutional Neural Networks](https://md.research.elamur.ai/free/en/papers/lee-2016-sequential-short-text-classification-recurrent/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Ji Young Lee, Franck Dernoncourt*2016 · 512 citations*
4. **[ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual Learning](https://md.research.elamur.ai/free/en/papers/lai-2023-chatgpt-beyond-english-comprehensive-evaluation/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Viet 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 ↗](https://aclanthology.org/D17-2017/) Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing: System Demonstrations · no summary yet**Franck Dernoncourt, Ji Young Lee, Peter Szolovits*2017 · 196 citations*
6. **[Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human Feedback](https://md.research.elamur.ai/free/en/papers/lai-2023-okapi-instruction-tuned-large-language/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/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 Languages](https://md.research.elamur.ai/free/en/papers/nguyen-2023-culturax-cleaned-enormous-multilingual-dataset/) [Language Resources and Evaluation Conference (LREC)](https://md.research.elamur.ai/free/en/venues/lrec/)**Thuat Nguyen, Chien Van Nguyen, Viet Dac Lai, et al.*2023 · 181 citations*
8. **[Scoring Sentence Singletons and Pairs for Abstractive Summarization](https://md.research.elamur.ai/free/en/papers/lebanoff-2019-scoring-sentence-singletons-pairs-abstractive/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Logan Lebanoff, Kaiqiang Song, Franck Dernoncourt, et al.*2019 · 159 citations*
9. **[Rethinking Self-Attention: Towards Interpretability in Neural Parsing ↗](https://aclanthology.org/2020.findings-emnlp.65/) Findings of the Association for Computational Linguistics: EMNLP 2020 · no summary yet**Khalil Mrini et al.*2020 · 157 citations*
10. **[Towards Interpreting and Mitigating Shortcut Learning Behavior of NLU models ↗](https://aclanthology.org/2021.naacl-main.71/) Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yet**Mengnan Du et al.*2021 · 120 citations*
11. **[PubMed 200k RCT: a Dataset for Sequential Sentence Classification in Medical Abstracts](https://md.research.elamur.ai/free/en/papers/dernoncourt-2017-pubmed-200k-rct-dataset-sequential/) [International Joint Conference on Natural Language Processing (IJCNLP)](https://md.research.elamur.ai/free/en/venues/ijcnlp/)**Franck Dernoncourt, Ji Young Lee*2017 · 117 citations*
12. **[Fine-grained Image Captioning with CLIP Reward ↗](https://aclanthology.org/2022.findings-naacl.39/) Findings of the Association for Computational Linguistics: NAACL 2022 · no summary yet**Jaemin Cho et al.*2022 · 77 citations*
13. **[Expressing Visual Relationships via Language ↗](https://aclanthology.org/P19-1182/) Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yet**Hao Tan et al.*2019 · 71 citations*
14. **[Personalization of Large Language Models: A Survey ↗](https://arxiv.org/abs/2411.00027) arXiv (Cornell University) · no summary yet**Zhehao Zhang et al.*2024 · 61 citations*
15. **[A Context-Dependent Gated Module for Incorporating Symbolic Semantics into Event Coreference Resolution](https://md.research.elamur.ai/free/en/papers/lai-2021-context-dependent-gated-module-incorporating/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Tuan Lai, Heng Ji, Trung Bui, et al.*2021 · 48 citations*
16. **[From Selection to Generation: A Survey of LLM-based Active Learning](https://md.research.elamur.ai/free/en/papers/xia-2025-selection-generation-survey-llm-based/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Yu Xia, Subhojyoti Mukherjee, Zhouhang Xie, et al.*2025 · 22 citations*
17. **[Multimodal Intent Discovery from Livestream Videos ↗](https://aclanthology.org/2022.findings-naacl.36/) Findings of the Association for Computational Linguistics: NAACL 2022 · no summary yet**Adyasha Maharana et al.*2022 · 18 citations*
18. **[MeetingQA: Extractive Question-Answering on Meeting Transcripts ↗](https://aclanthology.org/2023.acl-long.837/) Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Archiki Prasad et al.*2023 · 16 citations*
19. **[CAISE: Conversational Agent for Image Search and Editing ↗](https://doi.org/10.1609/aaai.v36i10.21337) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Hyounghun Kim et al.*2022 · 9 citations*
20. **[Structured Uncertainty guided Clarification for LLM Agents](https://md.research.elamur.ai/free/en/papers/suri-2026-structured-uncertainty-guided-clarification-llm/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Manan Suri, Puneet Mathur, Nedim Lipka, et al.*2026 · 4 citations*
21. **[UserNLP’22: 2022 International Workshop on User-centered Natural Language Processing ↗](https://doi.org/10.1145/3487553.3524879) The Web Conference (WWW) · no summary yet**Xiaolei Huang et al.*2022 · 4 citations*
22. **[Skill Discovery for Software Scripting Automation via Offline Simulations with LLMs](https://md.research.elamur.ai/free/en/papers/xu-2026-skill-discovery-software-scripting-automation/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Paiheng Xu, Gang Wu, Xiang Chen, et al.*2026 · 3 citations*
23. **[Fine-tuning CLIP Text Encoders with Two-step Paraphrasing ↗](https://aclanthology.org/2024.findings-eacl.144/) Findings of the Association for Computational Linguistics: EACL 2024 · no summary yet**Hyunjae Kim et al.*2024 · 3 citations*
24. **[Lizard: An Efficient Linearization Framework for Large Language Models](https://md.research.elamur.ai/free/en/papers/nguyen-2026-lizard-efficient-linearization-framework-large/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Chien Van Nguyen, Huy Huu Nguyen, Ruiyi Zhang, et al.*2026 · 2 citations*
25. **[A Survey on LLM-based Conversational User Simulation](https://md.research.elamur.ai/free/en/papers/ni-2026-survey-llm-based-conversational-user/) [Conference of the European Chapter of the Association for Computational Linguistics (EACL)](https://md.research.elamur.ai/free/en/venues/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 ↗](https://aclanthology.org/F12-3025/) Proceedings of the Joint Conference JEP-TALN-RECITAL 2012, volume 3: RECITAL · no summary yet**Dernoncourt, Franck*2012 · 1 citation*
27. **[Explainable Disentangled Representation Learning for Generalizable Authorship Attribution in the Era of Generative AI](https://md.research.elamur.ai/free/en/papers/man-2026-explainable-disentangled-representation-learning-generalizable/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Hieu Man, Van-Cuong Pham, Nghia Trung Ngo, et al.*2026*
28. **[mSCoRe: A Multilingual and Scalable Benchmark for Skill-based Commonsense Reasoning](https://md.research.elamur.ai/free/en/papers/ngo-2026-mscore-multilingual-scalable-benchmark-skill/) [Language Resources and Evaluation Conference (LREC)](https://md.research.elamur.ai/free/en/venues/lrec/)**Nghia Trung Ngo, Franck Dernoncourt, Thien Huu Nguyen*2026*
29. **[Octopus: Gated Selective Attention for Memory-Bounded Long-Context Inference in Large Language Models](https://md.research.elamur.ai/free/en/papers/nguyen-2026-octopus-gated-selective-attention-memory/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Chien Van Nguyen, Ryan A. Rossi, Linh Ngo Van, et al.*2026*
30. **[Reasoning Graph-Structured Question Answering: Datasets and Insights from LLM Benchmarking](https://md.research.elamur.ai/free/en/papers/yone-2026-reasoning-graph-structured-question-answering/) [Language Resources and Evaluation Conference (LREC)](https://md.research.elamur.ai/free/en/venues/lrec/)**Khin Yone, Devasha Trivedi, Anish Pahilajani, et al.*2026*
31. **[Test-Time Strategies for More Efficient and Accurate Agentic RAG](https://md.research.elamur.ai/free/en/papers/sharma-2026-test-time-strategies-more-efficient/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Abhinav Sharma, Brian Zhang, Deepti Guntur, et al.*2026*
32. **[Instruction Tuning with and without Context: Behavioral Shifts and Downstream Impact ↗](https://aclanthology.org/2026.eacl-long.320/) Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Hyunji Lee et al.*2026*
33. **[ChartEval: LLM-Driven Chart Generation Evaluation Using Scene Graph Parsing ↗](https://aclanthology.org/2025.ijcnlp-demo.10/) 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 yet**Kanika Goswami et al.*2025*
34. **[StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos ↗](https://arxiv.org/abs/2512.01707) arXiv (Cornell University) · no summary yet**Daeun Lee et al.*2025*