Publications

April 30, 2025 NAACL 2025

CORG: Generating Answers from Complex, Interrelated Contexts

Hyunji Lee, Franck Dernoncourt, Trung Bui, David Seunghyun Yoon

April 30, 2025 NAACL 2025

Generating Diverse Hypotheses for Inductive Reasoning

Kang-il Lee, Hyukhun Koh, Dongryeol Lee, David Seunghyun Yoon, Minsung Kim, Kyomin Jung

April 30, 2025 CHI 2025

VideoDiff: Human-AI Video Co-Creation with Alternatives

Mina Huh, Dingzeyu Li, Kim Pimmel, Hijung Valentina Shin, Amy Pavel, Mira Dontcheva

April 29, 2025 The North American Chapter of the Association for Computational Linguistics (NAACL)

Knowledge-Aware Query Expansion with Large Language Models for Textual and Relational Retrieval

Yu Xia, Junda Wu, Sungchul Kim, Tong Yu, Ryan A. Rossi, Haoliang Wang, Julian McAuley

April 29, 2025 The North American Chapter of the Association for Computational Linguistics (NAACL)

Diversify-verify-adapt: Efficient and Robust Retrieval-Augmented Ambiguous Question Answering

Yeonjun In, Sungchul Kim, Ryan A. Rossi, Mehrab Tanjim, Tong Yu, Ritwik Sinha, Chanyoung Park, Kim

April 29, 2025 The North American Chapter of the Association for Computational Linguistics (NAACL)

Large Language Models and Causal Inference in Collaboration: A Comprehensive Survey

Xiaoyu Liu, Paiheng Xu, Junda Wu, Jiaxin Yuan, Yifan Yang, Yuhang Zhou, Fuxiao Liu, Tianrui Guan, Haoliang Wang, Tong Yu, Julian McAuley, Wei Ai, Furong Huang

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

ChartCitor: Answer Citations for ChartQA via Multi-Agent LLM Retrieval and Ranking

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

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 29, 2025 Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics (NAACL)

PromptRefine: Enhancing Few-Shot Performance on Low-Resource Indic Languages with Example Selection from Related Example Banks

Soumya Suvra Ghosal, Soumyabrata Pal, Koyel Mukherjee, Dinesh Manocha

April 29, 2025 Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics (NAACL)

PLD+: Accelerating LLM Inference by Leveraging Language Model Artifacts

Shwetha Somasundaram, Anirudh Phukan, Apoorv Saxena