RewriteLM: An Instruction-Tuned Large Language Model for Text Rewriting. - Lei Shu 004; Liangchen Luo; Jayakumar Hoskere; Yun Zhu; Canoee Liu; Simon Tong; Jindong Chen; Lei Meng 008 (CoRR, 2023)

Critique Ability of Large Language Models. - Liangchen Luo; Zi Lin; Yinxiao Liu; Lei Shu 004; Yun Zhu; Jingbo Shang; Lei Meng 008 (CoRR, 2023)

SiRA: Sparse Mixture of Low Rank Adaptation. - Yun Zhu; Nevan Wichers; Chu-Cheng Lin; Xinyi Wang 001; Tianlong Chen 001; Lei Shu 004; Han Lu; Canoee Liu; Liangchen Luo; Jindong Chen; Lei Meng 008 (CoRR, 2023)

Fusion-Eval: Integrating Evaluators with LLMs. - Lei Shu 004; Nevan Wichers; Liangchen Luo; Yun Zhu; Yinxiao Liu; Jindong Chen; Lei Meng 008 (CoRR, 2023)

RewriteLM: An Instruction-Tuned Large Language Model for Text Rewriting. - Lei Shu 004; Liangchen Luo; Jayakumar Hoskere; Yun Zhu; Yinxiao Liu; Simon Tong; Jindong Chen; Lei Meng 008 (AAAI, 2024)

Fusion-Eval: Integrating Assistant Evaluators with LLMs. - Lei Shu 004; Nevan Wichers; Liangchen Luo; Yun Zhu; Yinxiao Liu; Jindong Chen; Lei Meng 008 (EMNLP (Industry Track), 2024)

Enhancing Reinforcement Learning with Dense Rewards from Language Model Critic. - Meng Cao; Lei Shu 004; Lei Yu; Yun Zhu; Nevan Wichers; Yinxiao Liu; Lei Meng 008 (EMNLP, 2024)

Towards an On-device Agent for Text Rewriting. - Yun Zhu; Yinxiao Liu; Felix Stahlberg; Shankar Kumar; Yu-Hui Chen; Liangchen Luo; Lei Shu 004; Renjie Liu; Jindong Chen; Lei Meng 008 (NAACL-HLT (Findings), 2024)

DRLC: Reinforcement Learning with Dense Rewards from LLM Critic. - Meng Cao; Lei Shu 004; Lei Yu; Yun Zhu; Nevan Wichers; Yinxiao Liu; Lei Meng 008 (CoRR, 2024)

Improve Mathematical Reasoning in Language Models by Automated Process Supervision. - Liangchen Luo; Yinxiao Liu; Rosanne Liu; Samrat Phatale; Harsh Lara; Yunxuan Li; Lei Shu 004; Yun Zhu; Lei Meng 008; Jiao Sun; Abhinav Rastogi (CoRR, 2024)

Accelerating Inference of Retrieval-Augmented Generation via Sparse Context Selection. - Yun Zhu; Jia-Chen Gu; Caitlin Sikora; Ho Ko; Yinxiao Liu; Chu-Cheng Lin; Lei Shu 004; Liangchen Luo; Lei Meng 008; Bang Liu; Jindong Chen (ICLR, 2025)