FELM: Benchmarking Factuality Evaluation of Large Language Models. - Shiqi Chen; Yiran Zhao 006; Jinghan Zhang 006; I-Chun Chern; Siyang Gao; Pengfei Liu 003; Junxian He (NeurIPS, 2023)

Self-Evaluation Guided Beam Search for Reasoning. - Yuxi Xie; Kenji Kawaguchi; Yiran Zhao 006; James Xu Zhao; Min-Yen Kan; Junxian He; Michael Qizhe Xie (NeurIPS, 2023)

Decomposition Enhances Reasoning via Self-Evaluation Guided Decoding. - Yuxi Xie; Kenji Kawaguchi; Yiran Zhao 006; Xu Zhao; Min-Yen Kan; Junxian He; Qizhe Xie (CoRR, 2023)

Prompt Optimization via Adversarial In-Context Learning. - Xuan Long Do; Yiran Zhao 006; Hannah Brown; Yuxi Xie; James Xu Zhao; Nancy F. Chen; Kenji Kawaguchi; Michael Qizhe Xie; Junxian He (CoRR, 2023)

Prompt Optimization via Adversarial In-Context Learning. - Do Xuan Long; Yiran Zhao 006; Hannah Brown; Yuxi Xie; James Xu Zhao; Nancy F. Chen; Kenji Kawaguchi; Michael Shieh; Junxian He (ACL (1), 2024)

Reasoning Robustness of LLMs to Adversarial Typographical Errors. - Esther Gan; Yiran Zhao 006; Liying Cheng; Yancan Mao; Anirudh Goyal; Kenji Kawaguchi; Min-Yen Kan; Michael Shieh (EMNLP, 2024)

How do Large Language Models Handle Multilingualism? - Yiran Zhao 006; Wenxuan Zhang 001; Guizhen Chen; Kenji Kawaguchi; Lidong Bing (NeurIPS, 2024)

Accelerating Greedy Coordinate Gradient and General Prompt Optimization via Probe Sampling. - Yiran Zhao 006; Wenyue Zheng; Tianle Cai; Do Xuan Long; Kenji Kawaguchi; Anirudh Goyal; Michael Qizhe Shieh (NeurIPS, 2024)

Accelerating Greedy Coordinate Gradient via Probe Sampling. - Yiran Zhao 006; Wenyue Zheng; Tianle Cai; Xuan Long Do; Kenji Kawaguchi; Anirudh Goyal; Michael Shieh (CoRR, 2024)

SeaLLMs 3: Open Foundation and Chat Multilingual Large Language Models for Southeast Asian Languages. - Wenxuan Zhang 001; Hou Pong Chan; Yiran Zhao 006; Mahani Aljunied; Jianyu Wang; Chaoqun Liu; Yue Deng 010; Zhiqiang Hu; Weiwen Xu; Yew Ken Chia; Xin Li 056; Lidong Bing (CoRR, 2024)

Disentangling Language and Culture for Evaluating Multilingual Large Language Models. - Jiahao Ying; Wei Tang 015; Yiran Zhao 006; Yixin Cao 006; Yu Rong; Wenxuan Zhang 001 (ACL (1), 2025)

Pruning General Large Language Models into Customized Expert Models. - Yiran Zhao 006; Guizhen Chen; Kenji Kawaguchi; Lidong Bing; Wenxuan Zhang 001 (ACL (Findings), 2025)

Understanding and Enhancing Safety Mechanisms of LLMs via Safety-Specific Neuron. - Yiran Zhao 006; Wenxuan Zhang 001; Yuxi Xie; Anirudh Goyal; Kenji Kawaguchi; Michael Shieh (ICLR, 2025)

Is Translation All You Need? A Study on Solving Multilingual Tasks with Large Language Models. - Chaoqun Liu; Wenxuan Zhang 001; Yiran Zhao 006; Anh Tuan Luu; Lidong Bing (NAACL (Long Papers), 2025)

AdaMergeX: Cross-Lingual Transfer with Large Language Models via Adaptive Adapter Merging. - Yiran Zhao 006; Wenxuan Zhang 001; Huiming Wang; Kenji Kawaguchi; Lidong Bing (NAACL (Long Papers), 2025)

Babel: Open Multilingual Large Language Models Serving Over 90% of Global Speakers. - Yiran Zhao 006; Chaoqun Liu; Yue Deng 010; Jiahao Ying; Mahani Aljunied; Zhaodonghui Li; Lidong Bing; Hou Pong Chan; Yu Rong; Deli Zhao; Wenxuan Zhang 001 (CoRR, 2025)

Unnatural Languages Are Not Bugs but Features for LLMs. - Keyu Duan; Yiran Zhao 006; Zhili Feng; Jinjie Ni; Tianyu Pang; Qian Liu 012; Tianle Cai; Longxu Dou; Kenji Kawaguchi; Anirudh Goyal; J. Zico Kolter; Michael Qizhe Shieh (CoRR, 2025)

The Rise of Parameter Specialization for Knowledge Storage in Large Language Models. - Yihuai Hong; Yiran Zhao 006; Wei Tang 015; Yang Deng 002; Yu Rong; Wenxuan Zhang 001 (CoRR, 2025)

Disentangling Language and Culture for Evaluating Multilingual Large Language Models. - Jiahao Ying; Wei Tang 015; Yiran Zhao 006; Yixin Cao 002; Yu Rong; Wenxuan Zhang 001 (CoRR, 2025)

The Emergence of Abstract Thought in Large Language Models Beyond Any Language. - Yuxin Chen; Yiran Zhao 006; Yang Zhang; An Zhang 003; Kenji Kawaguchi; Shafiq Joty; Junnan Li 001; Tat-Seng Chua; Michael Qizhe Shieh; Wenxuan Zhang 001 (CoRR, 2025)