POTEC: Off-Policy Learning for Large Action Spaces via Two-Stage Policy Decomposition. - Yuta Saito; Jihan Yao; Thorsten Joachims (CoRR, 2024)

Developing a Framework for Auditing Large Language Models Using Human-in-the-Loop. - Maryam Amirizaniani; Jihan Yao; Adrian Lavergne; Elizabeth Snell Okada; Aman Chadha; Tanya Roosta; Chirag Shah 001 (CoRR, 2024)

The Art of Refusal: A Survey of Abstention in Large Language Models. - Bingbing Wen; Jihan Yao; Shangbin Feng; Chenjun Xu; Yulia Tsvetkov; Bill Howe; Lucy Lu Wang (CoRR, 2024)

POTEC: Off-Policy Contextual Bandits for Large Action Spaces via Policy Decomposition. - Yuta Saito; Jihan Yao; Thorsten Joachims (ICLR, 2025)

Varying Shades of Wrong: Aligning LLMs with Wrong Answers Only. - Jihan Yao; Wenxuan Ding 001; Shangbin Feng; Lucy Lu Wang; Yulia Tsvetkov (ICLR, 2025)

Know Your Limits: A Survey of Abstention in Large Language Models. - Bingbing Wen; Jihan Yao; Shangbin Feng; Chenjun Xu; Yulia Tsvetkov; Bill Howe; Lucy Lu Wang (Trans. Assoc. Comput. Linguistics, 2025)

MMMG: a Comprehensive and Reliable Evaluation Suite for Multitask Multimodal Generation. - Jihan Yao; Yushi Hu; Yujie Yi; Bin Han 011; Shangbin Feng; Guang Yang 046; Bingbing Wen; Ranjay Krishna; Lucy Lu Wang; Yulia Tsvetkov; Noah A. Smith; Banghua Zhu (CoRR, 2025)