Is MultiWOZ a Solved Task? An Interactive TOD Evaluation Framework with User Simulator. - Qinyuan Cheng; Linyang Li; Guofeng Quan; Feng Gao; Xiaofeng Mou; Xipeng Qiu (EMNLP (Findings), 2022)

Mitigating Negative Style Transfer in Hybrid Dialogue System. - Shimin Li; Qinyuan Cheng; Linyang Li; Xipeng Qiu (AAAI, 2023)

Improving Contrastive Learning of Sentence Embeddings from AI Feedback. - Qinyuan Cheng; Xiaogui Yang; Tianxiang Sun; Linyang Li; Xipeng Qiu (ACL (Findings), 2023)

Evaluating Hallucinations in Chinese Large Language Models. - Qinyuan Cheng; Tianxiang Sun; Wenwei Zhang; Siyin Wang; Xiangyang Liu; Mozhi Zhang; Junliang He; Mianqiu Huang; Zhangyue Yin; Kai Chen 026; Xipeng Qiu (CoRR, 2023)

LLM can Achieve Self-Regulation via Hyperparameter Aware Generation. - Siyin Wang; Shimin Li; Tianxiang Sun; Jinlan Fu; Qinyuan Cheng; Jiasheng Ye; Junjie Ye; Xipeng Qiu; Xuanjing Huang 001 (ACL (Findings), 2024)

Reasoning in Flux: Enhancing Large Language Models Reasoning through Uncertainty-aware Adaptive Guidance. - Zhangyue Yin; Qiushi Sun; Qipeng Guo; Zhiyuan Zeng 004; Xiaonan Li; Junqi Dai; Qinyuan Cheng; Xuanjing Huang 001; Xipeng Qiu (ACL (1), 2024)

Aggregation of Reasoning: A Hierarchical Framework for Enhancing Answer Selection in Large Language Models. - Zhangyue Yin; Qiushi Sun; Qipeng Guo; Zhiyuan Zeng 004; Xiaonan Li; Tianxiang Sun; Cheng Chang; Qinyuan Cheng; Ding Wang; Xiaofeng Mou; Xipeng Qiu; Xuanjing Huang 001 (LREC/COLING, 2024)

Unified Active Retrieval for Retrieval Augmented Generation. - Qinyuan Cheng; Xiaonan Li; Shimin Li; Qin Zhu; Zhangyue Yin; Yunfan Shao; Linyang Li; Tianxiang Sun; Hang Yan 001; Xipeng Qiu (EMNLP (Findings), 2024)

Scaling Laws for Fact Memorization of Large Language Models. - Xingyu Lu; Xiaonan Li; Qinyuan Cheng; Kai Ding; Xuanjing Huang 001; Xipeng Qiu (EMNLP (Findings), 2024)

Explicit Memory Learning with Expectation Maximization. - Zhangyue Yin; Qiushi Sun; Qipeng Guo; Zhiyuan Zeng 004; Qinyuan Cheng; Xipeng Qiu; Xuanjing Huang 001 (EMNLP, 2024)

Inference-Time Decontamination: Reusing Leaked Benchmarks for Large Language Model Evaluation. - Qin Zhu; Qinyuan Cheng; Runyu Peng; Xiaonan Li; Ru Peng; Tengxiao Liu; Xipeng Qiu; Xuanjing Huang 001 (EMNLP (Findings), 2024)

Can AI Assistants Know What They Don't Know? - Qinyuan Cheng; Tianxiang Sun; Xiangyang Liu; Wenwei Zhang; Zhangyue Yin; Shimin Li; Linyang Li; Zhengfu He; Kai Chen 026; Xipeng Qiu (ICML, 2024)

Dictionary Learning Improves Patch-Free Circuit Discovery in Mechanistic Interpretability: A Case Study on Othello-GPT. - Zhengfu He; Xuyang Ge; Qiong Tang; Tianxiang Sun; Qinyuan Cheng; Xipeng Qiu (CoRR, 2024)

Cross-Modality Safety Alignment. - Siyin Wang; Xingsong Ye; Qinyuan Cheng; Junwen Duan; Shimin Li; Jinlan Fu; Xipeng Qiu; Xuanjing Huang 001 (CoRR, 2024)

Case2Code: Learning Inductive Reasoning with Synthetic Data. - Yunfan Shao; Linyang Li; Yichuan Ma; Peiji Li; Demin Song; Qinyuan Cheng; Shimin Li; Xiaonan Li; Pengyu Wang 006; Qipeng Guo; Hang Yan 001; Xipeng Qiu; et al. (CoRR, 2024)

Scaling of Search and Learning: A Roadmap to Reproduce o1 from Reinforcement Learning Perspective. - Zhiyuan Zeng 004; Qinyuan Cheng; Zhangyue Yin; Bo Wang 084; Shimin Li; Yunhua Zhou; Qipeng Guo; Xuanjing Huang 001; Xipeng Qiu (CoRR, 2024)

MOSS: An Open Conversational Large Language Model. - Tianxiang Sun; Xiaotian Zhang; Zhengfu He; Peng Li; Qinyuan Cheng; Xiangyang Liu; Hang Yan 001; Yunfan Shao; Qiong Tang; Shiduo Zhang; Xingjian Zhao; Ke Chen; et al. (Mach. Intell. Res., 2024)

Correction to: MOSS: An Open Conversational Large Language Model. - Tianxiang Sun; Xiaotian Zhang; Zhengfu He; Peng Li; Qinyuan Cheng; Xiangyang Liu; Hang Yan 001; Yunfan Shao; Qiong Tang; Shiduo Zhang; Xingjian Zhao; Ke Chen; et al. (Mach. Intell. Res., 2024)

Revisiting the Test-Time Scaling of o1-like Models: Do they Truly Possess Test-Time Scaling Capabilities? - Zhiyuan Zeng 004; Qinyuan Cheng; Zhangyue Yin; Yunhua Zhou; Xipeng Qiu (ACL (1), 2025)

How to Mitigate Overfitting in Weak-to-strong Generalization? - Junhao Shi; Qinyuan Cheng; Zhaoye Fei; Yining Zheng; Qipeng Guo; Xipeng Qiu (ACL (1), 2025)

World Modeling Makes a Better Planner: Dual Preference Optimization for Embodied Task Planning. - Siyin Wang; Zhaoye Fei; Qinyuan Cheng; Shiduo Zhang; Panpan Cai; Jinlan Fu; Xipeng Qiu (ACL (1), 2025)

VisuoThink: Empowering LVLM Reasoning with Multimodal Tree Search. - Yikun Wang; Siyin Wang; Qinyuan Cheng; Zhaoye Fei; Liang Ding 006; Qipeng Guo; Dacheng Tao; Xipeng Qiu (ACL (1), 2025)

Dynamic and Generalizable Process Reward Modeling. - Zhangyue Yin; Qiushi Sun; Zhiyuan Zeng 004; Qinyuan Cheng; Xipeng Qiu; Xuanjing Huang 001 (ACL (1), 2025)

Perceive the Passage of Time: A Systematic Evaluation of Large Language Model in Temporal Relativity. - Shuang Chen; Yining Zheng; Shimin Li; Qinyuan Cheng; Xipeng Qiu (COLING, 2025)

Case2Code: Scalable Synthetic Data for Code Generation. - Yunfan Shao; Linyang Li; Yichuan Ma; Peiji Li; Demin Song; Qinyuan Cheng; Shimin Li; Xiaonan Li; Pengyu Wang 006; Qipeng Guo; Hang Yan 001; Xipeng Qiu; et al. (COLING, 2025)

Safe Inputs but Unsafe Output: Benchmarking Cross-modality Safety Alignment of Large Vision-Language Models. - Siyin Wang; Xingsong Ye; Qinyuan Cheng; Junwen Duan; Shimin Li; Jinlan Fu; Xipeng Qiu; Xuanjing Huang 001 (NAACL (Findings), 2025)

AutoLogi: Automated Generation of Logic Puzzles for Evaluating Reasoning Abilities of Large Language Models. - Qin Zhu; Fei Huang 005; Runyu Peng; Keming Lu; Bowen Yu 002; Qinyuan Cheng; Xipeng Qiu; Xuanjing Huang 001; Junyang Lin (CoRR, 2025)

R3-RAG: Learning Step-by-Step Reasoning and Retrieval for LLMs via Reinforcement Learning. - Yuan Li; Qi Luo; Xiaonan Li; Bufan Li; Qinyuan Cheng; Bo Wang 084; Yining Zheng; Yuxin Wang 005; Zhangyue Yin; Xipeng Qiu (CoRR, 2025)

InstructTTSEval: Benchmarking Complex Natural-Language Instruction Following in Text-to-Speech Systems. - Kexin Huang; Qian Tu; Liwei Fan; Chenchen Yang; Dong Zhang; Shimin Li; Zhaoye Fei; Qinyuan Cheng; Xipeng Qiu (CoRR, 2025)

XY-Tokenizer: Mitigating the Semantic-Acoustic Conflict in Low-Bitrate Speech Codecs. - Yitian Gong; Luozhijie Jin; Ruifan Deng; Dong Zhang; Xin Zhang; Qinyuan Cheng; Zhaoye Fei; Shimin Li; Xipeng Qiu (CoRR, 2025)

Implicit Reward as the Bridge: A Unified View of SFT and DPO Connections. - Bo Wang 084; Qinyuan Cheng; Runyu Peng; Rong Bao; Peiji Li; Qipeng Guo; Linyang Li; Zhiyuan Zeng 004; Yunhua Zhou; Xipeng Qiu (CoRR, 2025)