Wang, Yizhong

11 publications

ICLR 2025 Retrieval Head Mechanistically Explains Long-Context Factuality Wenhao Wu, Yizhong Wang, Guangxuan Xiao, Hao Peng, Yao Fu

ICLR 2024 BTR: Binary Token Representations for Efficient Retrieval Augmented Language Models Qingqing Cao, Sewon Min, Yizhong Wang, Hannaneh Hajishirzi

NeurIPSW 2024 Best Unpacking DPO and PPO: Disentangling Practices for Learning from Preference Feedback Hamish Ivison, Yizhong Wang, Jiacheng Liu, Zeqiu Wu, Valentina Pyatkin, Nathan Lambert, Noah A. Smith, Yejin Choi, Hannaneh Hajishirzi

NeurIPSW 2024 Personalized Soups: Personalized Large Language Model Alignment via Post-Hoc Parameter Merging Joel Jang, Seungone Kim, Bill Yuchen Lin, Yizhong Wang, Jack Hessel, Luke Zettlemoyer, Hannaneh Hajishirzi, Yejin Choi, Prithviraj Ammanabrolu

ICLR 2024 Self-RAG: Learning to Retrieve, Generate, and Critique Through Self-Reflection Akari Asai, Zeqiu Wu, Yizhong Wang, Avirup Sil, Hannaneh Hajishirzi

NeurIPS 2024 Unpacking DPO and PPO: Disentangling Best Practices for Learning from Preference Feedback Hamish Ivison, Yizhong Wang, Jiacheng Liu, Zeqiu Wu, Valentina Pyatkin, Nathan Lambert, Noah A. Smith, Yejin Choi, Hannaneh Hajishirzi

NeurIPS 2023 How Far Can Camels Go? Exploring the State of Instruction Tuning on Open Resources Yizhong Wang, Hamish Ivison, Pradeep Dasigi, Jack Hessel, Tushar Khot, Khyathi Chandu, David Wadden, Kelsey MacMillan, Noah A. Smith, Iz Beltagy, Hannaneh Hajishirzi

NeurIPSW 2023 Self-RAG: Self-Reflective Retrieval Augmented Generation Akari Asai, Zeqiu Wu, Yizhong Wang, Avirup Sil, Hannaneh Hajishirzi

ICCV 2023 TIFA: Accurate and Interpretable Text-to-Image Faithfulness Evaluation with Question Answering Yushi Hu, Benlin Liu, Jungo Kasai, Yizhong Wang, Mari Ostendorf, Ranjay Krishna, Noah A. Smith

AAAI 2021 Automated Lay Language Summarization of Biomedical Scientific Reviews Yue Guo, Wei Qiu, Yizhong Wang, Trevor Cohen

ICLR 2021 MultiModalQA: Complex Question Answering over Text, Tables and Images Alon Talmor, Ori Yoran, Amnon Catav, Dan Lahav, Yizhong Wang, Akari Asai, Gabriel Ilharco, Hannaneh Hajishirzi, Jonathan Berant