Franck Dernoncourt

2026

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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
Proceedings of the Nineteenth ACM International Conference on Web Search and Data Mining, WSDM 2026, Boise, ID, USA, February 22-26, 2026

2025

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PlotEdit: Natural Language-Driven Accessible Chart Editing in PDFs via Multimodal LLM Agents.
Kanika Goswami|Puneet Mathur|Ryan A. Rossi|Franck Dernoncourt
Advances in Information Retrieval - 47th European Conference on Information Retrieval, ECIR 2025, Lucca, Italy, April 6-10, 2025, Proceedings, Part V
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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
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025
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ChartCitor: Answer Citations for ChartQA via Multi-Agent LLM Retrieval.
Kanika Goswami|Puneet Mathur|Ryan A. Rossi|Franck Dernoncourt
Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025
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PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Retrieval Feedback.
Kanika Goswami|Puneet Mathur|Ryan A. Rossi|Franck Dernoncourt
Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025
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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
Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025

2024

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Multilingual Meta-Distillation Alignment for Semantic Retrieval.
Meryem M'hamdi|Jonathan May|Franck Dernoncourt|Trung Bui|Seunghyun Yoon
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024

2022

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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
Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25 - 29, 2022

2021

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Graph Learning Regularization and Transfer Learning for Few-Shot Event Detection.
Viet Dac Lai|Minh Van Nguyen|Thien Huu Nguyen|Franck Dernoncourt
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

2019

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A Compare-Aggregate Model with Latent Clustering for Answer Selection.
Seunghyun Yoon|Franck Dernoncourt|Doo Soon Kim|Trung Bui|Kyomin Jung
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.