Bridging the Data Gap between Training and Inference for Unsupervised Neural Machine Translation. - Zhiwei He 002; Xing Wang 007; Rui Wang 015; Shuming Shi 001; Zhaopeng Tu (ACL (1), 2022)

Tencent AI Lab - Shanghai Jiao Tong University Low-Resource Translation System for the WMT22 Translation Task. - Zhiwei He 002; Xing Wang 007; Zhaopeng Tu; Shuming Shi 001; Rui Wang 015 (WMT, 2022)

TeCS: A Dataset and Benchmark for Tense Consistency of Machine Translation. - Yiming Ai; Zhiwei He 002; Kai Yu 004; Rui Wang 015 (ACL (2), 2023)

ParroT: Translating during Chat using Large Language Models tuned with Human Translation and Feedback. - Wenxiang Jiao; Jen-tse Huang 001; Wenxuan Wang 001; Zhiwei He 002; Tian Liang; Xing Wang 007; Shuming Shi 001; Zhaopeng Tu (EMNLP (Findings), 2023)

Leveraging Word Guessing Games to Assess the Intelligence of Large Language Models. - Tian Liang; Zhiwei He 002; Jen-tse Huang 001; Wenxuan Wang 001; Wenxiang Jiao; Rui Wang 015; Yujiu Yang; Zhaopeng Tu; Shuming Shi 001; Xing Wang 007 (CoRR, 2023)

CLEAN-EVAL: Clean Evaluation on Contaminated Large Language Models. - Wenhong Zhu; Hongkun Hao; Zhiwei He 002; Yunze Song; Yumeng Zhang; Hanxu Hu; Yiran Wei; Rui Wang 015; Hongyuan Lu (CoRR, 2023)

Discrete limited attentional collaborative filtering for fast social recommendation. - Zhibin Hu; Xuebin Zhou; Zhiwei He 002; Zehang Yang; Jian Chen 011; Jin Huang 007 (Eng. Appl. Artif. Intell., 2023)

Can Watermarks Survive Translation? On the Cross-lingual Consistency of Text Watermark for Large Language Models. - Zhiwei He 002; Binglin Zhou; Hongkun Hao; Aiwei Liu; Xing Wang 007; Zhaopeng Tu; Zhuosheng Zhang 001; Rui Wang 015 (ACL (1), 2024)

Unsupervised Sign Language Translation and Generation. - Zhengsheng Guo; Zhiwei He 002; Wenxiang Jiao; Xing Wang 007; Rui Wang 015; Kehai Chen; Zhaopeng Tu; Yong Xu 001; Min Zhang 005 (ACL (Findings), 2024)

Measuring Bargaining Abilities of LLMs: A Benchmark and A Buyer-Enhancement Method. - Tian Xia; Zhiwei He 002; Tong Ren; Yibo Miao; Zhuosheng Zhang 001; Yang Yang 030; Rui Wang 015 (ACL (Findings), 2024)

Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate. - Tian Liang; Zhiwei He 002; Wenxiang Jiao; Xing Wang 007; Yan Wang 060; Rui Wang 015; Yujiu Yang; Shuming Shi 001; Zhaopeng Tu (EMNLP, 2024)

R-Judge: Benchmarking Safety Risk Awareness for LLM Agents. - Tongxin Yuan; Zhiwei He 002; Lingzhong Dong; Yiming Wang 011; Ruijie Zhao 001; Tian Xia; Lizhen Xu; Binglin Zhou; Fangqi Li 001; Zhuosheng Zhang 001; Rui Wang 015; Gongshen Liu (EMNLP (Findings), 2024)

Improving Open-Ended Text Generation via Adaptive Decoding. - Wenhong Zhu; Hongkun Hao; Zhiwei He 002; Yiming Ai; Rui Wang 015 (ICML, 2024)

Improving Machine Translation with Human Feedback: An Exploration of Quality Estimation as a Reward Model. - Zhiwei He 002; Xing Wang 007; Wenxiang Jiao; Zhuosheng Zhang 001; Rui Wang 015; Shuming Shi 001; Zhaopeng Tu (NAACL-HLT, 2024)

CLEAN-EVAL: Clean Evaluation on Contaminated Large Language Models. - Wenhong Zhu; Hongkun Hao; Zhiwei He 002; Yunze Song; Jiao Yueyang; Yumeng Zhang; Hanxu Hu; Yiran Wei; Rui Wang 015; Hongyuan Lu (NAACL-HLT (Findings), 2024)

Is Cognition and Action Consistent or Not: Investigating Large Language Model's Personality. - Yiming Ai; Zhiwei He 002; Ziyin Zhang; Wenhong Zhu; Hongkun Hao; Kai Yu 004; Lingjun Chen; Rui Wang 015 (CoRR, 2024)

MarkLLM: An Open-Source Toolkit for LLM Watermarking. - Leyi Pan; Aiwei Liu; Zhiwei He 002; Zitian Gao; Xuandong Zhao; Yijian Lu; Binglin Zhou; Shuliang Liu; Xuming Hu; Lijie Wen 001; Irwin King (CoRR, 2024)

Evaluating Knowledge-based Cross-lingual Inconsistency in Large Language Models. - Xiaolin Xing; Zhiwei He 002; Haoyu Xu; Xing Wang 007; Rui Wang 015; Yu Hong 001 (CoRR, 2024)

Draft Model Knows When to Stop: A Self-Verification Length Policy for Speculative Decoding. - Ziyin Zhang; Jiahao Xu; Tian Liang; Xingyu Chen; Zhiwei He 002; Rui Wang 015; Zhaopeng Tu (CoRR, 2024)

Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs. - Xingyu Chen; Jiahao Xu; Tian Liang; Zhiwei He 002; Jianhui Pang; Dian Yu 001; Linfeng Song; Qiuzhi Liu; Mengfei Zhou; Zhuosheng Zhang 001; Rui Wang 015; Zhaopeng Tu; et al. (CoRR, 2024)

Exploring Human-Like Translation Strategy with Large Language Models. - Zhiwei He 002; Tian Liang; Wenxiang Jiao; Zhuosheng Zhang 001; Yujiu Yang; Rui Wang 015; Zhaopeng Tu; Shuming Shi 001; Xing Wang 007 (Trans. Assoc. Comput. Linguistics, 2024)

RaSA: Rank-Sharing Low-Rank Adaptation. - Zhiwei He 002; Zhaopeng Tu; Xing Wang 007; Xingyu Chen; Zhijie Wang; Jiahao Xu; Tian Liang; Wenxiang Jiao; Zhuosheng Zhang 001; Rui Wang 015 (ICLR, 2025)

Weak-to-Strong Preference Optimization: Stealing Reward from Weak Aligned Model. - Wenhong Zhu; Zhiwei He 002; Xiaofeng Wang; Pengfei Liu; Rui Wang 015 (ICLR, 2025)

Thoughts Are All Over the Place: On the Underthinking of o1-Like LLMs. - Yue Wang; Qiuzhi Liu; Jiahao Xu; Tian Liang; Xingyu Chen; Zhiwei He 002; Linfeng Song; Dian Yu 001; Juntao Li; Zhuosheng Zhang 001; Rui Wang 015; Zhaopeng Tu; et al. (CoRR, 2025)

The First Few Tokens Are All You Need: An Efficient and Effective Unsupervised Prefix Fine-Tuning Method for Reasoning Models. - Ke Ji; Jiahao Xu; Tian Liang; Qiuzhi Liu; Zhiwei He 002; Xingyu Chen; Xiaoyuan Liu; Zhijie Wang; Junying Chen; Benyou Wang; Zhaopeng Tu; Haitao Mi; et al. (CoRR, 2025)

Dancing with Critiques: Enhancing LLM Reasoning with Stepwise Natural Language Self-Critique. - Yansi Li; Jiahao Xu; Tian Liang; Xingyu Chen; Zhiwei He 002; Qiuzhi Liu; Rui Wang 015; Zhuosheng Zhang 001; Zhaopeng Tu; Haitao Mi; Dong Yu 001 (CoRR, 2025)

DeepMath-103K: A Large-Scale, Challenging, Decontaminated, and Verifiable Mathematical Dataset for Advancing Reasoning. - Zhiwei He 002; Tian Liang; Jiahao Xu; Qiuzhi Liu; Xingyu Chen; Yue Wang; Linfeng Song; Dian Yu 001; Zhenwen Liang; Wenxuan Wang 001; Zhuosheng Zhang 001; Rui Wang 015; et al. (CoRR, 2025)

Trust, But Verify: A Self-Verification Approach to Reinforcement Learning with Verifiable Rewards. - Xiaoyuan Liu; Tian Liang; Zhiwei He 002; Jiahao Xu; Wenxuan Wang 001; Pinjia He; Zhaopeng Tu; Haitao Mi; Dong Yu 001 (CoRR, 2025)

Two Experts Are All You Need for Steering Thinking: Reinforcing Cognitive Effort in MoE Reasoning Models Without Additional Training. - Mengru Wang; Xingyu Chen; Yue Wang; Zhiwei He 002; Jiahao Xu; Tian Liang; Qiuzhi Liu; Yunzhi Yao; Wenxuan Wang 001; Ruotian Ma; Haitao Mi; Ningyu Zhang 001; et al. (CoRR, 2025)

DeepTheorem: Advancing LLM Reasoning for Theorem Proving Through Natural Language and Reinforcement Learning. - Ziyin Zhang; Jiahao Xu; Zhiwei He 002; Tian Liang; Qiuzhi Liu; Yansi Li; Linfeng Song; Zhengwen Liang; Zhuosheng Zhang 001; Rui Wang 015; Zhaopeng Tu; Haitao Mi; et al. (CoRR, 2025)

RLVER: Reinforcement Learning with Verifiable Emotion Rewards for Empathetic Agents. - Peisong Wang; Ruotian Ma; Bang Zhang; Xingyu Chen; Zhiwei He 002; Kang Luo; Qingsong Lv; Qingxuan Jiang; Zheng Xie; Shanyi Wang; Yuan Li; Fanghua Ye 004; et al. (CoRR, 2025)

Igniting Language Intelligence: The Hitchhiker's Guide from Chain-of-Thought Reasoning to Language Agents. - Zhuosheng Zhang 001; Yao Yao; Aston Zhang; Xiangru Tang; Xinbei Ma; Zhiwei He 002; Yiming Wang 011; Mark Gerstein; Rui Wang 015; Gongshen Liu; Hai Zhao 001 (ACM Comput. Surv., 2025)