2025 HypoBench: Towards Systematic and Principled Benchmarking for Hypothesis Generation Haokun Liu, Sicong Huang, Jingyu Hu, Yangqiaoyu Zhou, and Chenhao Tan preprint
2025 Literature Meets Data: A Synergistic Approach to Hypothesis Generation Haokun Liu, Yangqiaoyu Zhou, Mingxuan Li, Chenfei Yuan, and Chenhao Tan ACL
2024 Hypothesis Generation with Large Language Models Yangqiaoyu Zhou, Haokun Liu, Tejes Srivastava, Hongyuan Mei, and Chenhao Tan EMNLP workshop on NLP for Science
2024 Beyond ensemble averages: Leveraging climate model ensembles for subseasonal forecasting Elena Orlova, Haokun Liu, Raphael Rossellini, Benjamin A Cash, and Rebecca Willett Artificial Intelligence for the Earth Systems, 3(4), e230103