Publications

April 29, 2025 WWW 2025 AI Agent for Information Retrieval (Agent4IR) Workshop

PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Feedback

Kanika Goswami, Puneet Mathur, Ryan A. Rossi, Franck Dernoncourt

April 28, 2025 ICLR 2025

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

April 26, 2025 CHI 2025

Imprinto: Enhancing Infrared Inkjet Watermarking for Human and Machine Perception

Martin Feick, Xuxin Tang, Raul Garcia-Martin, Alexandru Luchianov, Roderick Wei Xiao Huang, Chang Xiao, Alexa Siu, Doga Dogan

April 26, 2025 CHI 2025

Toward Living Narrative Reviews: An Empirical Study of the Processes and Challenges in Updating Survey Articles in Computing Research

Raymond Fok, Alexa Siu, Daniel S. Weld

April 19, 2025 ACM Transactions on Computer-Human Interaction

FormA11y—Research and Development of a Tool for Remediating PDF Forms for Accessibility

Sparsh Paliwal, Joshua Hoeflich, J. Bern Jordan, Rajiv Jain, Vlad Morariu, Alexa Siu, Jonathan Lazar

April 10, 2025 ECIR 2025

PlotEdit: Natural Language-Driven Accessible Chart Editing in PDFs via Multimodal LLM Agents

Kanika Goswami, Puneet Mathur, Ryan A. Rossi, Franck Dernoncourt

March 4, 2025 AAAI 2025 Workshop on Document Understanding and Intelligence

Domain-specific Question Answering with Hybrid Search

Dewang Sultania, Zhaoyu Lu, Twisha Naik, Franck Dernoncourt, David Seunghyun Yoon, Sanat Sharma, Trung Bui, Ashok Gupta, Tushar Vatsa, Suhas Suresha, Ishita Verma, Vibha Belavadi, Cheng Chen, Michael Friedrich

November 16, 2024 EMNLP 2024

An Analysis of Multilingual FActScore

Vu Trong Kim, Michael Krumdick, Varshini Reddy, Franck Dernoncourt, Viet Dac Lai

November 16, 2024 EMNLP 2024

Towards Enhancing Coherence in Extractive Summarization: Dataset and Experiments with LLMs

Mihir Parmar, Hanieh Deilamsalehy, Franck Dernoncourt, David Seunghyun Yoon, Ryan A. Rossi, Trung Bui

November 16, 2024 EMNLP 2024

DocEditAgent: Document Structure Editing Via Multimodal LLM Grounding

Manan Suri, Puneet Mathur, Franck Dernoncourt, Rajiv Jain, Vlad Morariu, Ramit Sawhney, Preslav Nakov, Dinesh Manocha