Pei Ke

84 papers A* 9C 1Journal 50Unranked 24
YearRankTypeTitle / Venue / Authors
2026 J jnl
IF-RewardBench: Benchmarking Judge Models for Instruction-Following Evaluation.
CoRR
Bosi Wen, Yilin Niu, Cunxiang Wang, Xiaoying Ling, Ying Zhang, Pei Ke, Hongning Wang, Minlie Huang
2026 J jnl
Rethinking LLM-Driven Heuristic Design: Generating Efficient and Specialized Solvers via Dynamics-Aware Optimization.
CoRR
Rongzheng Wang, Yihong Huang, Muquan Li, Jiakai Li, Di Liang, Bob Simons, Pei Ke, Shuang Liang, Ke Qin
2026 J jnl
Survive at All Costs: Exploring LLM's Risky Behaviors under Survival Pressure.
CoRR
Yida Lu, Jianwei Fang, Xuyang Shao, Zixuan Chen, Shiyao Cui, Shanshan Bian, Guangyao Su, Pei Ke, Han Qiu, Minlie Huang
2025 A* conf
CharacterBench: Benchmarking Character Customization of Large Language Models.
AAAI
Jinfeng Zhou, Yongkang Huang, Bosi Wen, Guanqun Bi, Yuxuan Chen, Pei Ke, Zhuang Chen, Xiyao Xiao, Libiao Peng, Kuntian Tang, Rongsheng Zhang, Le Zhang, Tangjie Lv, Zhipeng Hu, Hongning Wang, Minlie Huang
2025 J jnl
Cross-Graph Knowledge Exchange for Personalized Response Generation in Dialogue Systems.
IEEE Internet Things J.
Yuezhou Dong, Ke Qin, Pei Ke, Shuang Liang, Guangchun Luo
2025 J jnl
Falcon: A Cross-Modal Evaluation Dataset for Comprehensive Safety Perception.
CoRR
Qi Xue, Minrui Jiang, Runjia Zhang, Xiurui Xie, Pei Ke, Guisong Liu
2025 — conf
HPSS: Heuristic Prompting Strategy Search for LLM Evaluators.
ACL (Findings)
Bosi Wen, Pei Ke, Yufei Sun, Cunxiang Wang, Xiaotao Gu, Jinfeng Zhou, Jie Tang, Hongning Wang, Minlie Huang
2025 J jnl
HPSS: Heuristic Prompting Strategy Search for LLM Evaluators.
CoRR
Bosi Wen, Pei Ke, Yufei Sun, Cunxiang Wang, Xiaotao Gu, Jinfeng Zhou, Jie Tang, Hongning Wang, Minlie Huang
2025 J jnl
IF-CRITIC: Towards a Fine-Grained LLM Critic for Instruction-Following Evaluation.
CoRR
Bosi Wen, Yilin Niu, Cunxiang Wang, Pei Ke, Xiaoying Ling, Ying Zhang, Aohan Zeng, Hongning Wang, Minlie Huang
2025 J jnl
Safe and effective post-fine-tuning alignment in large language models.
Knowl. Based Syst.
Minrui Jiang, Yuning Yang, Xiurui Xie, Pei Ke, Guisong Liu
2025 J jnl
The superalignment of superhuman intelligence with large language models.
Sci. China Inf. Sci.
Minlie Huang, Yingkang Wang, Shiyao Cui, Pei Ke, Jie Tang
2025 — conf
Training Language Model to Critique for Better Refinement.
ACL (Findings)
Tianshu Yu, Chao Xiang, Mingchuan Yang, Pei Ke, Bosi Wen, Cunxiang Wang, Jiale Cheng, Li Zhang, Xinyu Mu, Chuxiong Sun, Minlie Huang
2025 J jnl
Training Language Model to Critique for Better Refinement.
CoRR
Tianshu Yu, Chao Xiang, Mingchuan Yang, Pei Ke, Bosi Wen, Cunxiang Wang, Jiale Cheng, Li Zhang, Xinyu Mu, Chuxiong Sun, Minlie Huang
2024 — conf
AlignBench: Benchmarking Chinese Alignment of Large Language Models.
ACL (1)
Xiao Liu, Xuanyu Lei, Shengyuan Wang, Yue Huang, Andrew Feng, Bosi Wen, Jiale Cheng, Pei Ke, Yifan Xu, Weng Lam Tam, Xiaohan Zhang, Lichao Sun, Xiaotao Gu, Hongning Wang, Jing Zhang, Minlie Huang, Yuxiao Dong, Jie Tang
2024 — conf
AutoDetect: Towards a Unified Framework for Automated Weakness Detection in Large Language Models.
EMNLP (Findings)
Jiale Cheng, Yida Lu, Xiaotao Gu, Pei Ke, Xiao Liu, Yuxiao Dong, Hongning Wang, Jie Tang, Minlie Huang
2024 J jnl
AutoDetect: Towards a Unified Framework for Automated Weakness Detection in Large Language Models.
CoRR
Jiale Cheng, Yida Lu, Xiaotao Gu, Pei Ke, Xiao Liu, Yuxiao Dong, Hongning Wang, Jie Tang, Minlie Huang
2024 A* conf
Benchmarking Complex Instruction-Following with Multiple Constraints Composition.
NeurIPS
Bosi Wen, Pei Ke, Xiaotao Gu, Lindong Wu, Hao Huang, Jinfeng Zhou, Wenchuang Li, Binxin Hu, Wendy Gao, Jiaxing Xu, Yiming Liu, Jie Tang, Hongning Wang, Minlie Huang
2024 J jnl
Benchmarking Complex Instruction-Following with Multiple Constraints Composition.
CoRR
Bosi Wen, Pei Ke, Xiaotao Gu, Lindong Wu, Hao Huang, Jinfeng Zhou, Wenchuang Li, Binxin Hu, Wendy Gao, Jiaxin Xu, Yiming Liu, Jie Tang, Hongning Wang, Minlie Huang
2024 — conf
Black-Box Prompt Optimization: Aligning Large Language Models without Model Training.
ACL (1)
Jiale Cheng, Xiao Liu, Kehan Zheng, Pei Ke, Hongning Wang, Yuxiao Dong, Jie Tang, Minlie Huang
2024 J jnl
CharacterBench: Benchmarking Character Customization of Large Language Models.
CoRR
Jinfeng Zhou, Yongkang Huang, Bosi Wen, Guanqun Bi, Yuxuan Chen, Pei Ke, Zhuang Chen, Xiyao Xiao, Libiao Peng, Kuntian Tang, Rongsheng Zhang, Le Zhang, Tangjie Lv, Zhipeng Hu, Hongning Wang, Minlie Huang
2024 — conf
CharacterGLM: Customizing Social Characters with Large Language Models.
EMNLP (Industry Track)
Jinfeng Zhou, Zhuang Chen, Dazhen Wan, Bosi Wen, Yi Song, Jifan Yu, Yongkang Huang, Pei Ke, Guanqun Bi, Libiao Peng, Jiaming Yang, Xiyao Xiao, Sahand Sabour, Xiaohan Zhang, Wenjing Hou, Yijia Zhang, Yuxiao Dong, Hongning Wang, Jie Tang, Minlie Huang
2024 J jnl
ChatGPT: potential, prospects, and limitations.
Frontiers Inf. Technol. Electron. Eng.
Jie Zhou, Pei Ke, Xipeng Qiu, Minlie Huang, Junping Zhang
2024 — conf
CritiqueLLM: Towards an Informative Critique Generation Model for Evaluation of Large Language Model Generation.
ACL (1)
Pei Ke, Bosi Wen, Andrew Feng, Xiao Liu, Xuanyu Lei, Jiale Cheng, Shengyuan Wang, Aohan Zeng, Yuxiao Dong, Hongning Wang, Jie Tang, Minlie Huang
2024 — conf
Defending Large Language Models Against Jailbreaking Attacks Through Goal Prioritization.
ACL (1)
Zhexin Zhang, Junxiao Yang, Pei Ke, Fei Mi, Hongning Wang, Minlie Huang
2024 A* conf
Language Model Decoding as Direct Metrics Optimization.
ICLR
Haozhe Ji, Pei Ke, Hongning Wang, Minlie Huang
2024 — conf
Learning Task Decomposition to Assist Humans in Competitive Programming.
ACL (1)
Jiaxin Wen, Ruiqi Zhong, Pei Ke, Zhihong Shao, Hongning Wang, Minlie Huang
2024 J jnl
Learning Task Decomposition to Assist Humans in Competitive Programming.
CoRR
Jiaxin Wen, Ruiqi Zhong, Pei Ke, Zhihong Shao, Hongning Wang, Minlie Huang
2024 A* conf
Perception of Knowledge Boundary for Large Language Models through Semi-open-ended Question Answering.
NeurIPS
Zhihua Wen, Zhiliang Tian, Zexin Jian, Zhen Huang, Pei Ke, Yifu Gao, Minlie Huang, Dongsheng Li
2024 J jnl
Perception of Knowledge Boundary for Large Language Models through Semi-open-ended Question Answering.
CoRR
Zhihua Wen, Zhiliang Tian, Zexin Jian, Zhen Huang, Pei Ke, Yifu Gao, Minlie Huang, Dongsheng Li
2024 J jnl
Safe Unlearning: A Surprisingly Effective and Generalizable Solution to Defend Against Jailbreak Attacks.
CoRR
Zhexin Zhang, Junxiao Yang, Pei Ke, Shiyao Cui, Chujie Zheng, Hongning Wang, Minlie Huang
2024 — conf
ShieldLM: Empowering LLMs as Aligned, Customizable and Explainable Safety Detectors.
EMNLP (Findings)
Zhexin Zhang, Yida Lu, Jingyuan Ma, Di Zhang, Rui Li, Pei Ke, Hao Sun, Lei Sha, Zhifang Sui, Hongning Wang, Minlie Huang
2024 J jnl
ShieldLM: Empowering LLMs as Aligned, Customizable and Explainable Safety Detectors.
CoRR
Zhexin Zhang, Yida Lu, Jingyuan Ma, Di Zhang, Rui Li, Pei Ke, Hao Sun, Lei Sha, Zhifang Sui, Hongning Wang, Minlie Huang
2024 J jnl
The Superalignment of Superhuman Intelligence with Large Language Models.
CoRR
Minlie Huang, Yingkang Wang, Shiyao Cui, Pei Ke, Jie Tang
2024 A* conf
Towards Efficient Exact Optimization of Language Model Alignment.
ICML
Haozhe Ji, Cheng Lu, Yilin Niu, Pei Ke, Hongning Wang, Jun Zhu, Jie Tang, Minlie Huang
2024 J jnl
Towards Efficient and Exact Optimization of Language Model Alignment.
CoRR
Haozhe Ji, Cheng Lu, Yilin Niu, Pei Ke, Hongning Wang, Jun Zhu, Jie Tang, Minlie Huang
2023 J jnl
AlignBench: Benchmarking Chinese Alignment of Large Language Models.
CoRR
Xiao Liu, Xuanyu Lei, Shengyuan Wang, Yue Huang, Zhuoer Feng, Bosi Wen, Jiale Cheng, Pei Ke, Yifan Xu, Weng Lam Tam, Xiaohan Zhang, Lichao Sun, Hongning Wang, Jing Zhang, Minlie Huang, Yuxiao Dong, Jie Tang
2023 C conf
Automating Vehicle SOA Threat Analysis Using a Model-Based Methodology.
ICISSP
Yuri Gil Dantas, Simon Barner, Pei Ke, Vivek Nigam, Ulrich Schöpp
2023 J jnl
Black-Box Prompt Optimization: Aligning Large Language Models without Model Training.
CoRR
Jiale Cheng, Xiao Liu, Kehan Zheng, Pei Ke, Hongning Wang, Yuxiao Dong, Jie Tang, Minlie Huang
2023 — conf
Click: Controllable Text Generation with Sequence Likelihood Contrastive Learning.
ACL (Findings)
Chujie Zheng, Pei Ke, Zheng Zhang, Minlie Huang
2023 J jnl
Click: Controllable Text Generation with Sequence Likelihood Contrastive Learning.
CoRR
Chujie Zheng, Pei Ke, Zheng Zhang, Minlie Huang
2023 J jnl
CritiqueLLM: Scaling LLM-as-Critic for Effective and Explainable Evaluation of Large Language Model Generation.
CoRR
Pei Ke, Bosi Wen, Zhuoer Feng, Xiao Liu, Xuanyu Lei, Jiale Cheng, Shengyuan Wang, Aohan Zeng, Yuxiao Dong, Hongning Wang, Jie Tang, Minlie Huang
2023 — conf
DecompEval: Evaluating Generated Texts as Unsupervised Decomposed Question Answering.
ACL (1)
Pei Ke, Fei Huang, Fei Mi, Yasheng Wang, Qun Liu, Xiaoyan Zhu, Minlie Huang
2023 J jnl
DecompEval: Evaluating Generated Texts as Unsupervised Decomposed Question Answering.
CoRR
Pei Ke, Fei Huang, Fei Mi, Yasheng Wang, Qun Liu, Xiaoyan Zhu, Minlie Huang
2023 J jnl
Defending Large Language Models Against Jailbreaking Attacks Through Goal Prioritization.
CoRR
Zhexin Zhang, Junxiao Yang, Pei Ke, Minlie Huang
2023 J jnl
Directed Acyclic Transformer Pre-training for High-quality Non-autoregressive Text Generation.
CoRR
Fei Huang, Pei Ke, Minlie Huang
2023 J jnl
Directed Acyclic Transformer Pre-training for High-quality Non-autoregressive Text Generation.
Trans. Assoc. Comput. Linguistics
Fei Huang, Pei Ke, Minlie Huang
2023 J jnl
EVA2.0: Investigating Open-domain Chinese Dialogue Systems with Large-scale Pre-training.
Mach. Intell. Res.
Yuxian Gu, Jiaxin Wen, Hao Sun, Yi Song, Pei Ke, Chujie Zheng, Zheng Zhang, Jianzhu Yao, Lei Liu, Xiaoyan Zhu, Minlie Huang
2023 J jnl
Language Model Decoding as Direct Metrics Optimization.
CoRR
Haozhe Ji, Pei Ke, Hongning Wang, Minlie Huang
2023 — conf
Safety-Aware Deployment Synthesis and Trade-Off Analysis of Apollo Autonomous Driving Platform.
ICSA-C
Tarik Terzimehic, Simon Barner, Yuri Gil Dantas, Ulrich Schöpp, Vivek Nigam, Pei Ke
2023 A* conf
Tailoring Language Generation Models under Total Variation Distance.
ICLR
Haozhe Ji, Pei Ke, Zhipeng Hu, Rongsheng Zhang, Minlie Huang
2023 J jnl
Tailoring Language Generation Models under Total Variation Distance.
CoRR
Haozhe Ji, Pei Ke, Zhipeng Hu, Rongsheng Zhang, Minlie Huang
2023 A* conf
Unveiling the Implicit Toxicity in Large Language Models.
EMNLP
Jiaxin Wen, Pei Ke, Hao Sun, Zhexin Zhang, Chengfei Li, Jinfeng Bai, Minlie Huang
2023 J jnl
Unveiling the Implicit Toxicity in Large Language Models.
CoRR
Jiaxin Wen, Pei Ke, Hao Sun, Zhexin Zhang, Chengfei Li, Jinfeng Bai, Minlie Huang
2022 — conf
CTRLEval: An Unsupervised Reference-Free Metric for Evaluating Controlled Text Generation.
ACL (1)
Pei Ke, Hao Zhou, Yankai Lin, Peng Li, Jie Zhou, Xiaoyan Zhu, Minlie Huang
2022 J jnl
CTRLEval: An Unsupervised Reference-Free Metric for Evaluating Controlled Text Generation.
CoRR
Pei Ke, Hao Zhou, Yankai Lin, Peng Li, Jie Zhou, Xiaoyan Zhu, Minlie Huang
2022 A* conf
Curriculum-Based Self-Training Makes Better Few-Shot Learners for Data-to-Text Generation.
IJCAI
Pei Ke, Haozhe Ji, Zhenyu Yang, Yi Huang, Junlan Feng, Xiaoyan Zhu, Minlie Huang
2022 J jnl
Curriculum-Based Self-Training Makes Better Few-Shot Learners for Data-to-Text Generation.
CoRR
Pei Ke, Haozhe Ji, Zhenyu Yang, Yi Huang, Junlan Feng, Xiaoyan Zhu, Minlie Huang
2022 J jnl
EVA2.0: Investigating Open-Domain Chinese Dialogue Systems with Large-Scale Pre-Training.
CoRR
Yuxian Gu, Jiaxin Wen, Hao Sun, Yi Song, Pei Ke, Chujie Zheng, Zheng Zhang, Jianzhu Yao, Lei Liu, Xiaoyan Zhu, Minlie Huang
2022 A* conf
Learning Instructions with Unlabeled Data for Zero-Shot Cross-Task Generalization.
EMNLP
Yuxian Gu, Pei Ke, Xiaoyan Zhu, Minlie Huang
2022 J jnl
Learning Instructions with Unlabeled Data for Zero-Shot Cross-Task Generalization.
CoRR
Yuxian Gu, Pei Ke, Xiaoyan Zhu, Minlie Huang
2022 — conf
Rethinking and Refining the Distinct Metric.
ACL (2)
Siyang Liu, Sahand Sabour, Yinhe Zheng, Pei Ke, Xiaoyan Zhu, Minlie Huang
2022 J jnl
Rethinking and Refining the Distinct Metric.
CoRR
Siyang Liu, Sahand Sabour, Yinhe Zheng, Pei Ke, Xiaoyan Zhu, Minlie Huang
2022 J jnl
Technical Report: Automating Vehicle SOA Threat Analysis using a Model-Based Methodology.
CoRR
Yuri Gil Dantas, Simon Barner, Pei Ke, Vivek Nigam, Ulrich Schöpp
2021 J jnl
CPM-2: Large-scale Cost-effective Pre-trained Language Models.
CoRR
Zhengyan Zhang, Yuxian Gu, Xu Han, Shengqi Chen, Chaojun Xiao, Zhenbo Sun, Yuan Yao, Fanchao Qi, Jian Guan, Pei Ke, Yanzheng Cai, Guoyang Zeng, Zhixing Tan, Zhiyuan Liu, Minlie Huang, Wentao Han, Yang Liu, Xiaoyan Zhu, Maosong Sun
2021 J jnl
CPM-2: Large-scale cost-effective pre-trained language models.
AI Open
Zhengyan Zhang, Yuxian Gu, Xu Han, Shengqi Chen, Chaojun Xiao, Zhenbo Sun, Yuan Yao, Fanchao Qi, Jian Guan, Pei Ke, Yanzheng Cai, Guoyang Zeng, Zhixing Tan, Zhiyuan Liu, Minlie Huang, Wentao Han, Yang Liu, Xiaoyan Zhu, Maosong Sun
2021 J jnl
CPM: A large-scale generative Chinese Pre-trained language model.
AI Open
Zhengyan Zhang, Xu Han, Hao Zhou, Pei Ke, Yuxian Gu, Deming Ye, Yujia Qin, Yusheng Su, Haozhe Ji, Jian Guan, Fanchao Qi, Xiaozhi Wang, Yanan Zheng, Guoyang Zeng, Huanqi Cao, Shengqi Chen, Daixuan Li, Zhenbo Sun, Zhiyuan Liu, Minlie Huang, Wentao Han, Jie Tang, Juanzi Li, Xiaoyan Zhu, Maosong Sun
2021 J jnl
EVA: An Open-Domain Chinese Dialogue System with Large-Scale Generative Pre-Training.
CoRR
Hao Zhou, Pei Ke, Zheng Zhang, Yuxian Gu, Yinhe Zheng, Chujie Zheng, Yida Wang, Chen Henry Wu, Hao Sun, Xiaocong Yang, Bosi Wen, Xiaoyan Zhu, Minlie Huang, Jie Tang
2021 — conf
JointGT: Graph-Text Joint Representation Learning for Text Generation from Knowledge Graphs.
ACL/IJCNLP (Findings)
Pei Ke, Haozhe Ji, Yu Ran, Xin Cui, Liwei Wang, Linfeng Song, Xiaoyan Zhu, Minlie Huang
2021 J jnl
JointGT: Graph-Text Joint Representation Learning for Text Generation from Knowledge Graphs.
CoRR
Pei Ke, Haozhe Ji, Yu Ran, Xin Cui, Liwei Wang, Linfeng Song, Xiaoyan Zhu, Minlie Huang
2021 — conf
Towards Robust Perception Using Topological Invariants.
AISafety@IJCAI
Romie Banerjee, Feng Liu, Pei Ke
2020 — conf
A Large-Scale Chinese Short-Text Conversation Dataset.
NLPCC (1)
Yida Wang, Pei Ke, Yinhe Zheng, Kaili Huang, Yong Jiang, Xiaoyan Zhu, Minlie Huang
2020 J jnl
A Large-Scale Chinese Short-Text Conversation Dataset.
CoRR
Yida Wang, Pei Ke, Yinhe Zheng, Kaili Huang, Yong Jiang, Xiaoyan Zhu, Minlie Huang
2020 J jnl
CPM: A Large-scale Generative Chinese Pre-trained Language Model.
CoRR
Zhengyan Zhang, Xu Han, Hao Zhou, Pei Ke, Yuxian Gu, Deming Ye, Yujia Qin, Yusheng Su, Haozhe Ji, Jian Guan, Fanchao Qi, Xiaozhi Wang, Yanan Zheng, Guoyang Zeng, Huanqi Cao, Shengqi Chen, Daixuan Li, Zhenbo Sun, Zhiyuan Liu, Minlie Huang, Wentao Han, Jie Tang, Juanzi Li, Xiaoyan Zhu, Maosong Sun
2020 J jnl
CoTK: An Open-Source Toolkit for Fast Development and Fair Evaluation of Text Generation.
CoRR
Fei Huang, Dazhen Wan, Zhihong Shao, Pei Ke, Jian Guan, Yilin Niu, Xiaoyan Zhu, Minlie Huang
2020 — conf
Generating Commonsense Explanation by Extracting Bridge Concepts from Reasoning Paths.
AACL/IJCNLP
Haozhe Ji, Pei Ke, Shaohan Huang, Furu Wei, Minlie Huang
2020 J jnl
Generating Commonsense Explanation by Extracting Bridge Concepts from Reasoning Paths.
CoRR
Haozhe Ji, Pei Ke, Shaohan Huang, Furu Wei, Minlie Huang
2020 — conf
Language Generation with Multi-Hop Reasoning on Commonsense Knowledge Graph.
EMNLP (1)
Haozhe Ji, Pei Ke, Shaohan Huang, Furu Wei, Xiaoyan Zhu, Minlie Huang
2020 J jnl
Language Generation with Multi-Hop Reasoning on Commonsense Knowledge Graph.
CoRR
Haozhe Ji, Pei Ke, Shaohan Huang, Furu Wei, Xiaoyan Zhu, Minlie Huang
2020 — conf
SentiLARE: Sentiment-Aware Language Representation Learning with Linguistic Knowledge.
EMNLP (1)
Pei Ke, Haozhe Ji, Siyang Liu, Xiaoyan Zhu, Minlie Huang
2019 — conf
ARAML: A Stable Adversarial Training Framework for Text Generation.
EMNLP/IJCNLP (1)
Pei Ke, Fei Huang, Minlie Huang, Xiaoyan Zhu
2019 J jnl
ARAML: A Stable Adversarial Training Framework for Text Generation.
CoRR
Pei Ke, Fei Huang, Minlie Huang, Xiaoyan Zhu
2019 J jnl
SentiLR: Linguistic Knowledge Enhanced Language Representation for Sentiment Analysis.
CoRR
Pei Ke, Haozhe Ji, Siyang Liu, Xiaoyan Zhu, Minlie Huang
2018 — conf
Generating Informative Responses with Controlled Sentence Function.
ACL (1)
Pei Ke, Jian Guan, Minlie Huang, Xiaoyan Zhu
2010 — conf
The Key Technology of the New Generation Business System Used in the Domestic Commercial Bank.
ICEE
Zhang Sheng, Wang Yao-Li, Pei Ke