SocialSim: Towards Socialized Simulation of Emotional Support Conversation
Zhuang Chen#, Yaru Cao#, Guanqun Bi*, Jincenzi Wu, Jinfeng Zhou, Xiyao Xiao, Si Chen, Hongning Wang, Minlie Huang
CharacterBench: Benchmarking Character Customization of Large Language Models
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
MiniPLM: Knowledge Distillation for Pre-Training Language Models
Yuxian Gu,Hao Zhou,Fandong Meng,Minlie Huang
Data Selection via Optional Training for Language Models
Yuxian Gu,Li Dong,Hongning Wang,Yaru Hao,Qingxiu Dong,Furu Wei,Minlie Huang
Unlocking Reasoning Potential in Large Language Models by Scaling Code-form Planning
Jiaxin Wen*,Jian Guan*,Hongning Wang,Wei Wu,Minlie Huang
Language Models Learn to Mislead Humans via RLHF
Jiaxin Wen,Ruiqi Zhong,Akbir Khan,Ethan Perez,Jacob Steinhardt,Minlie Huang,Samuel R. Bowman,He He,Shi Feng
SPaR: Self-Play with Tree-Search Refinement to Improve Instruction-Following in Large Language Models
Jiale Cheng,Xiao Liu,Cunxiang Wang,Xiaotao Gu,Yida Lu,Dan Zhang,Yuxiao Dong,Jie Tang,Hongning Wang,Minlie Huang
Scenario-independent Uncertainty Estimation for LLM-based Question Answering via Factor Analysis
Zhihua Wen,Zhizhao Liu,Zhiliang Tian,Shilong Pan,Zhen Huang,Dongsheng Li,Minlie Huang( with Assoc. Prof. Zhiliang Tian)
MAPS: Advancing Multi-Modal Reasoning in Expert-Level Physical Science
Erle Zhu,Yadi Liu,Zhe Zhang,Xujun Li,JinZhou,Xinjie Yu,Minlie Huang,Hongning Wang
The Superalignment of Superhuman Intelligence with Large Language Models
Minlie Huang,Yingkang Wang,Shiyao Cui,Pei Ke,Jie Tang
SocialEval: Evaluating Social Intelligence of Large Language Models
Jinfeng Zhou,Yuxuan Chen,Yihan Shi,Xuanming Zhang,Leqi Lei,Yi Feng,Zexuan Xiong,Miao Yan,Xunzhi Wang,Yaru Cao,Jianing Yin,Shuai Wang,Quanyu Dai,Zhenhua Dong,Hongning Wang,Minlie Huang
LongSafety: Evaluating Long-Context Safety of Large Language Models
Yida Lu,Jiale Cheng,Zhexin Zhang,Shiyao Cui,Cunxiang Wang,Xiaotao Gu,Yuxiao Dong,Jie Tang,Hongning Wang,Minlie Huang
Guiding not Forcing: Enhancing the Transferability of Jailbreaking Attacks on LLMs via Removing Superfluous Constraints
Junxiao Yang,Zhexin Zhang,Shiyao Cui,Hongning Wang,Minlie Huang
Model Extrapolation Expedites Alignment
Chujie Zheng,Ziqi Wang,Heng Ji,Minlie Huang,Nanyun Peng
MAGI: Multi-Agent Guided Interview for Psychiatric Assessment
Guanqun Bi,Zhuang Chen,Zhoufu Liu,Hongkai Wang,Xiyao Xiao,Yuqiang Xie,Wen Zhang,Yongkang Huang,Yuxuan Chen,Libiao Peng,Minlie Huang
Training Language Model to Critique for Better Refinement
Tianshu Yu, Chao Xiang, mingchuan yang, Pei Ke, Bosi Wen, Cunxiang Wang, Jiale Cheng, Li Zhang, Xinyu Mu, Chuxiong Sun, Minlie Huang
HPSS: Heuristic Prompting Strategy Search for LLM Evaluator
Bosi Wen,Pei Ke,Yufei Sun,Cunxiang Wang,Xiaotao Gu,Jinfeng Zhou,Jie Tang,Hongning Wang,Minlie Huang
VPO: Aligning Text-to-Video Generation Models with Prompt Optimization
Jiale Cheng,Ruiliang Lyu,Xiaotao Gu,Xiao Liu,Jiazheng Xu,Yida Lu,Jiayan Teng,Zhuoyi Yang,Yuxiao Dong,Jie Tang,Hongning Wang,Minlie Huang
ShieldVLM: Safeguarding the Multimodal lmplicit Toxicity via Deliberative Reasoning with LVLMs
Shiyao Cui*,Qinglin Zhang*,Xuan Ouyang,Renmiao Chen,Zhexin Zhang,Yida Lu,Hongning Wang,Han Qiu,Minlie Huang
JPS: Jailbreak Multimodal Large Language Models with Collaborative Visual Perturbation and Textual Steering
Renmiao Chen,Shiyao Cui,Xuancheng Huang,Chengwei Pan,Xijie Huang,Qinglin Zhang,Xuan Ouyang,Zhexin Zhang,Hongning Wang,Minlie Huang
Crisp: Cognitive Restructuring of Negative Thoughts through Multi-turn Supportive Dialogues
Jinfeng Zhou, Yuxuan Chen, Jianing Yin, Yongkang Huang, Yihan Shi, Xikun Zhang, Libiao Peng, Rongsheng Zhang, Tangjie Lv, Zhipeng Hu, Hongning Wang, Minlie Huang
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