Minlie Huang

Tsinghua University, Beijing, China

89 papers at tracked venues · 71 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-7111-1849 ↗Google Scholar ↗Homepage ↗

Venues

ACL ×41 EMNLP ×15 ICLR ×11 AAAI ×9 NeurIPS ×3 ACM MM ×2 ICML ×2 NAACL ×2 EASE ×1 ICCV ×1 SIGIR ×1 WWW ×1

Frequent coauthors

Hongning Wang

×35

Jie Tang

×19

Pei Ke

×17

Jiale Cheng

×14

Zhuang Chen

×13

Xiaotao Gu

×12

Xiao Liu

×12

Yuxiao Dong

×12

Zhexin Zhang

×11

Zhiliang Tian

×10

Shiyao Cui

×10

Bosi Wen

×10

Papers

DPRM: A Dual Implicit Process Reward Model in Multi-Hop Question Answering
AAAI 2026 ·
Xinyi Wang
,
Yiping Song
,
Zhiliang Tian
,
Bo Liu
,
Tingjin Luo
, Minlie Huang
Data Efficient RLVR via Off-Policy Influence Guidance
ACL 2026 ·
Erle Zhu
,
Dazhi Jiang
,
Yuan Wang
,
Xujun Li
,
Jiale Cheng
,
Yuxian Gu
,
Yilin Niu
,
Aohan Zeng
,
Jie Tang
, Minlie Huang,
Hongning Wang
Glyph: Scaling Context Windows via Visual-Text Compression
ACL 2026 ·
Jiale Cheng
,
Yusen Liu
,
Xinyu Zhang
,
Yulin Fei
,
Wenyi Hong
,
Ruiliang Lyu
,
Weihan Wang
,
Zhe Su
,
Xiaotao Gu
,
Xiao Liu
,
Yushi Bai
,
Jie Tang
,
Hongning Wang
, Minlie Huang
HoWToBench: Holistic Evaluation for LLM's Capability in Human-level Writing using Tree of Writing
ACL 2026 ·
Andrew Zhuoer Feng
,
Cunxiang Wang
,
Yu Luo
,
Lin Fan
,
Irene Zhou
,
Zikang Wang
,
Xiaotao Gu
,
Jie Tang
,
Hongning Wang
, Minlie Huang
How Should We Enhance the Safety of Large Reasoning Models: An Empirical Study
ACL 2026 ·
Zhexin Zhang
,
Xian Qi Loye
,
Victor Shea-Jay Huang
,
Junxiao Yang
,
Qi Zhu
,
Shiyao Cui
,
Fei Mi
,
Lifeng Shang
,
Yingkang Wang
,
Hongning Wang
, Minlie Huang
IF-CRITIC: Towards a Fine-Grained LLM Critic for Instruction-Following Evaluation
ACL 2026 ·
Bosi Wen
,
Yilin Niu
,
Cunxiang Wang
,
Pei Ke
,
Xiaoying Ling
,
Ying Zhang
,
Aohan Zeng
,
Hongning Wang
, Minlie Huang
IF-RewardBench: Benchmarking Judge Models for Instruction-Following Evaluation
ACL 2026 ·
Bosi Wen
,
Yilin Niu
,
Cunxiang Wang
,
Xiaoying Ling
,
Ying Zhang
,
Pei Ke
,
Hongning Wang
, Minlie Huang
LASA: Language-Agnostic Semantic Alignment at the Semantic Bottleneck for LLM Safety
ACL 2026 ·
Junxiao Yang
,
Haoran Liu
,
Jinzhe Tu
,
Jiale Cheng
,
Zhexin Zhang
,
Shiyao Cui
,
Jiaqi Weng
,
Jialing Tao
,
Hui Xue
,
Hongning Wang
,
Han Qiu
, Minlie Huang
New Terms, New Toxicity: Consensus-based Chinese Neologism Toxicity Detection via Search-Augmented LLMs
ACL 2026 ·
Shiyao Cui
,
Qinglin Zhang
,
Di Wang
,
Yida Lu
,
Zhexin Zhang
,
Jinhua Gao
,
Jinglin Yang
,
Min He
,
Han Qiu
, Minlie Huang
PsychePass: Calibrating LLM Therapeutic Competence via Trajectory-Anchored Tournaments
ACL 2026 ·
Zhuang Chen
,
Dazhen Wan
,
Zhangkai Zheng
,
Guanqun Bi
,
Xiyao Xiao
,
Binghang Li
, Minlie Huang
S⌃4: Operationalizing Speech Act Theory for Strategic Semi-Structured Psychiatric Interview
ACL 2026 ·
Guanqun Bi
,
Zhoufu Liu
,
Zhuang Chen
,
Dazhen Wan
,
Xiyao Xiao
, Minlie Huang
The Side Effects of Being Smart: Safety Risks in MLLMs' Multi-Image Reasoning
ACL 2026 ·
Renmiao Chen
,
Yida Lu
,
Shiyao Cui
,
Xuan Ouyang
,
Victor Shea-Jay Huang
,
Shumin Zhang
,
Chengwei Pan
,
Han Qiu
, Minlie Huang
Unveiling the Landscape of Clinical Depression Assessment: From Behavioral Signatures to Psychiatric Reasoning
AAAI 2026 ·
Zhuang Chen
,
Guanqun Bi
,
Wen Zhang
,
Jiawei Hu
,
Aoyun Wang
,
Xiyao Xiao
,
Kun Feng
, Minlie Huang
VisionReward: Fine-Grained Multi-Dimensional Human Preference Learning for Image and Video Generation
AAAI 2026 ·
Jiazheng Xu
,
Yu Huang
,
Jiale Cheng
,
Yuanming Yang
,
Jiajun Xu
,
Yuan Wang
,
Wenbo Duan
,
Shen Yang
,
Qunlin Jin
,
Shurun Li
,
Jiayan Teng
,
Zhuoyi Yang
,
Wendi Zheng
,
Xiao Liu
,
Dan Zhang
,
Ming Ding
,
Xiaohan Zhang
,
Shiyu Huang
,
Xiaotao Gu
, Minlie Huang,
Jie Tang
,
Yuxiao Dong
WALKSAFE: Risk-aware Graph Random Walk with Bi-GRPO for LLM Safety
AAAI 2026 ·
Shilong Pan
,
Zhiliang Tian
,
Wanlong Yu
,
Zhen Huang
,
Qingyu Qiu
,
Zihan Chen
,
Zhonghao Sun
, Minlie Huang,
Dongsheng Li
When Smiley Turns Hostile: Interpreting How Emojis Trigger LLMs' Toxicity
AAAI 2026 ·
Shiyao Cui
,
Xijia Feng
,
Yingkang Wang
,
Junxiao Yang
,
Zhexin Zhang
,
Biplab Sikdar
,
Hongning Wang
,
Han Qiu
, Minlie Huang
Ψ-Arena: Interactive Assessment and Optimization of LLM-based Psychological Counselors with Tripartite Feedback
AAAI 2026 ·
Shijing Zhu
,
Zhuang Chen
,
Guanqun Bi
,
Binghang Li
,
Yaxi Deng
,
Dazhen Wan
,
Libiao Peng
,
Xiyao Xiao
,
Rongsheng Zhang
,
Tangjie Lv
,
Zhipeng Hu
,
Fangfang Li
, Minlie Huang
"I've Decided to Leak": Probing Internals Behind Prompt Leakage Intents
EMNLP 2025 ·
Jianshuo Dong
,
Yutong Zhang
,
Liu Yan
,
Zhenyu Zhong
,
Tao Wei
,
Ke Xu
, Minlie Huang,
Chao Zhang
,
Han Qiu
A Survey of Post-Training Scaling in Large Language Models
ACL 2025 ·
Hanyu Lai
,
Xiao Liu
,
Junjie Gao
,
Jiale Cheng
,
Zehan Qi
,
Yifan Xu
,
Shuntian Yao
,
Dan Zhang
,
Jinhua Du
,
Zhenyu Hou
,
Xin Lv
, Minlie Huang,
Yuxiao Dong
,
Jie Tang
AGD: Adversarial Game Defense Against Jailbreak Attacks in Large Language Models
ACL 2025 ·
Shilong Pan
,
Zhiliang Tian
,
Zhen Huang
,
Wanlong Yu
,
Zhihua Wen
,
Xinwang Liu
,
Kai Lu
, Minlie Huang,
Dongsheng Li
Advancing Collaborative Debates with Role Differentiation through Multi-Agent Reinforcement Learning
ACL 2025 ·
Haoran Li
,
Ziyi Su
,
Yun Xue
,
Zhiliang Tian
,
Yiping Song
, Minlie Huang
Adversary-Aware DPO: Enhancing Safety Alignment in Vision Language Models via Adversarial Training
EMNLP 2025 ·
Fenghua Weng
,
Jian Lou
,
Jun Feng
, Minlie Huang,
Wenjie Wang
Battling against Tough Resister: Strategy Planning with Adversarial Game for Non-collaborative Dialogues
ACL 2025 ·
Haiyang Wang
,
Zhiliang Tian
,
Yuchen Pan
,
Xin Song
,
Xin Niu
, Minlie Huang,
Bin Zhou
CharacterBench: Benchmarking Character Customization of Large Language Models
AAAI 2025 ·
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
CodePlan: Unlocking Reasoning Potential in Large Language Models by Scaling Code-form Planning
ICLR 2025 ·
Jiaxin Wen
,
Jian Guan
,
Hongning Wang
,
Wei Wu
, Minlie Huang
Crisp: Cognitive Restructuring of Negative Thoughts through Multi-turn Supportive Dialogues
EMNLP 2025 ·
Jinfeng Zhou
,
Yuxuan Chen
,
Jianing Yin
,
Yongkang Huang
,
Yihan Shi
,
Xikun Zhang
,
Libiao Peng
,
Rongsheng Zhang
,
Tangjie Lv
,
Zhipeng Hu
,
Hongning Wang
, Minlie Huang
DCMKC: A Dual Consistency Matching Approach for Multi-hop Question Answering in LLMs
EMNLP 2025 ·
Xinyi Wang
,
Yiping Song
,
Chang Liu
,
Tingjin Luo
,
Bo Liu
,
Zheng Xie
, Minlie Huang
DELMAN: Dynamic Defense Against Large Language Model Jailbreaking with Model Editing
ACL 2025 ·
Yi Wang
,
Fenghua Weng
,
Sibei Yang
,
Zhan Qin
, Minlie Huang,
Wenjie Wang
DPGA-TextSyn: Differentially Private Genetic Algorithm for Synthetic Text Generation
ACL 2025 ·
Zhonghao Sun
,
Zhiliang Tian
,
Yiping Song
,
Yuyi Si
,
Juhua Zhang
, Minlie Huang,
Kai Lu
,
Zeyu Xiong
,
Xinwang Liu
,
Dongsheng Li
DYNTEXT: Semantic-Aware Dynamic Text Sanitization for Privacy-Preserving LLM Inference
ACL 2025 ·
Juhua Zhang
,
Zhiliang Tian
,
Minghang Zhu
,
Yiping Song
,
Taishu Sheng
,
Siyi Yang
,
Qiunan Du
,
Xinwang Liu
, Minlie Huang,
Dongsheng Li
Data Selection via Optimal Control for Language Models
ICLR 2025 ·
Yuxian Gu
,
Li Dong
,
Hongning Wang
,
Yaru Hao
,
Qingxiu Dong
,
Furu Wei
, Minlie Huang
DiffusionAttacker: Diffusion-Driven Prompt Manipulation for LLM Jailbreak
EMNLP 2025 ·
Hao Wang
,
Hao Li
,
Junda Zhu
,
Xinyuan Wang
,
Chengwei Pan
, Minlie Huang,
Lei Sha
Exploring Multimodal Challenges in Toxic Chinese Detection: Taxonomy, Benchmark, and Findings
ACL 2025 ·
Shujian Yang
,
Shiyao Cui
,
Chuanrui Hu
,
Haicheng Wang
,
Tianwei Zhang
, Minlie Huang,
Jialiang Lu
,
Han Qiu
Guiding not Forcing: Enhancing the Transferability of Jailbreaking Attacks on LLMs via Removing Superfluous Constraints
ACL 2025 ·
Junxiao Yang
,
Zhexin Zhang
,
Shiyao Cui
,
Hongning Wang
, Minlie Huang
HCDS: Hierarchical Clustering for Cold-Start Few-Shot Data Selection
SIGIR 2025 ·
Yuhua Zhao
,
Zhixin Han
,
Xunzhi Wang
,
Bitong Luo
,
Hang Gao
, Minlie Huang,
Mengting Hu
HPSS: Heuristic Prompting Strategy Search for LLM Evaluators
ACL 2025 ·
Bosi Wen
,
Pei Ke
,
Yufei Sun
,
Cunxiang Wang
,
Xiaotao Gu
,
Jinfeng Zhou
,
Jie Tang
,
Hongning Wang
, Minlie Huang
How Well Do Large Language Models Serve as End-to-End Secure Code Agents for Python?
EASE 2025 ·
Jianian Gong
,
Nachuan Duan
,
Ziheng Tao
,
Zhaohui Gong
,
Yuan Yuan
, Minlie Huang
Internal Value Alignment in Large Language Models through Controlled Value Vector Activation
ACL 2025 ·
Haoran Jin
,
Meng Li
,
Xiting Wang
,
Zhihao Xu
, Minlie Huang,
Yantao Jia
,
Defu Lian
JPS: Jailbreak Multimodal Large Language Models with Collaborative Visual Perturbation and Textual Steering
ACM MM 2025 ·
Renmiao Chen
,
Shiyao Cui
,
Xuancheng Huang
,
Chengwei Pan
,
Victor Shea-Jay Huang
,
Qinglin Zhang
,
Xuan Ouyang
,
Zhexin Zhang
,
Hongning Wang
, Minlie Huang
Language Models Learn to Mislead Humans via RLHF
ICLR 2025 ·
Jiaxin Wen
,
Ruiqi Zhong
,
Akbir Khan
,
Ethan Perez
,
Jacob Steinhardt
, Minlie Huang,
Samuel R. Bowman
,
He He
,
Shi Feng
LegalAgentBench: Evaluating LLM Agents in Legal Domain
ACL 2025 ·
Haitao Li
,
Junjie Chen
,
Jingli Yang
,
Qingyao Ai
,
Wei Jia
,
Youfeng Liu
,
Kai Lin
,
Yueyue Wu
,
Guozhi Yuan
,
Yiran Hu
,
Wuyue Wang
,
Yiqun Liu
, Minlie Huang
LogicGame: Benchmarking Rule-Based Reasoning Abilities of Large Language Models
ACL 2025 ·
Jiayi Gui
,
Yiming Liu
,
Jiale Cheng
,
Xiaotao Gu
,
Xiao Liu
,
Hongning Wang
,
Yuxiao Dong
,
Jie Tang
, Minlie Huang
LongSafety: Evaluating Long-Context Safety of Large Language Models
ACL 2025 ·
Yida Lu
,
Jiale Cheng
,
Zhexin Zhang
,
Shiyao Cui
,
Cunxiang Wang
,
Xiaotao Gu
,
Yuxiao Dong
,
Jie Tang
,
Hongning Wang
, Minlie Huang
MAGI: Multi-Agent Guided Interview for Psychiatric Assessment
ACL 2025 ·
Guanqun Bi
,
Zhuang Chen
,
Zhoufu Liu
,
Hongkai Wang
,
Xiyao Xiao
,
Yuqiang Xie
,
Wen Zhang
,
Yongkang Huang
,
Yuxuan Chen
,
Libiao Peng
, Minlie Huang
MAPS: Advancing Multi-Modal Reasoning in Expert-Level Physical Science
ICLR 2025 ·
Erle Zhu
,
Yadi Liu
,
Zhe Zhang
,
Xujun Li
,
Jin Zhou
,
Xinjie Yu
, Minlie Huang,
Hongning Wang
MHALO: Evaluating MLLMs as Fine-grained Hallucination Detectors
ACL 2025 ·
Yishuo Cai
,
Renjie Gu
,
Jiaxu Li
,
Xuancheng Huang
,
Junzhe Chen
,
Xiaotao Gu
, Minlie Huang
MiniPLM: Knowledge Distillation for Pre-training Language Models
ICLR 2025 ·
Yuxian Gu
,
Hao Zhou
,
Fandong Meng
,
Jie Zhou
, Minlie Huang
Model Extrapolation Expedites Alignment
ACL 2025 ·
Chujie Zheng
,
Ziqi Wang
,
Heng Ji
, Minlie Huang,
Nanyun Peng
Reframe Your Life Story: Interactive Narrative Therapist and Innovative Moment Assessment with Large Language Models
EMNLP 2025 ·
Yi Feng
,
Jiaqi Wang
,
Wenxuan Zhang
,
Zhuang Chen
,
Yutong Shen
,
Xiyao Xiao
, Minlie Huang,
Liping Jing
,
Jian Yu
SPaR: Self-Play with Tree-Search Refinement to Improve Instruction-Following in Large Language Models
ICLR 2025 ·
Jiale Cheng
,
Xiao Liu
,
Cunxiang Wang
,
Xiaotao Gu
,
Yida Lu
,
Dan Zhang
,
Yuxiao Dong
,
Jie Tang
,
Hongning Wang
, Minlie Huang
SS-GEN: A Social Story Generation Framework with Large Language Models
AAAI 2025 ·
Yi Feng
,
Mingyang Song
,
Jiaqi Wang
,
Zhuang Chen
,
Guanqun Bi
, Minlie Huang,
Liping Jing
,
Jian Yu
Scenario-independent Uncertainty Estimation for LLM-based Question Answering via Factor Analysis
WWW 2025 ·
Zhihua Wen
,
Zhizhao Liu
,
Zhiliang Tian
,
Shilong Pan
,
Zhen Huang
,
Dongsheng Li
, Minlie Huang
ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs: ShieldVLM
ACM MM 2025 ·
Shiyao Cui
,
Qinglin Zhang
,
Xuan Ouyang
,
Renmiao Chen
,
Zhexin Zhang
,
Yida Lu
,
Hongning Wang
,
Han Qiu
, Minlie Huang
SocialEval: Evaluating Social Intelligence of Large Language Models
ACL 2025 ·
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
SocialSim: Towards Socialized Simulation of Emotional Support Conversation
AAAI 2025 ·
Zhuang Chen
,
Yaru Cao
,
Guanqun Bi
,
Jincenzi Wu
,
Jinfeng Zhou
,
Xiyao Xiao
,
Si Chen
,
Hongning Wang
, Minlie Huang
Speculating LLMs' Chinese Training Data Pollution from Their Tokens
EMNLP 2025 ·
Qingjie Zhang
,
Di Wang
,
Haoting Qian
,
Liu Yan
,
Tianwei Zhang
,
Ke Xu
,
Qi Li
, Minlie Huang,
Hewu Li
,
Han Qiu
Training Language Model to Critique for Better Refinement
ACL 2025 ·
Tianshu Yu
,
Chao Xiang
,
Mingchuan Yang
,
Pei Ke
,
Bosi Wen
,
Cunxiang Wang
,
Jiale Cheng
,
Li Zhang
,
Xinyu Mu
,
Chuxiong Sun
, Minlie Huang
Understanding the Dark Side of LLMs' Intrinsic Self-Correction
ACL 2025 ·
Qingjie Zhang
,
Di Wang
,
Haoting Qian
,
Yiming Li
,
Tianwei Zhang
, Minlie Huang,
Ke Xu
,
Hewu Li
,
Liu Yan
,
Han Qiu
VPO: Aligning Text-to-Video Generation Models with Prompt Optimization
ICCV 2025 ·
Jiale Cheng
,
Ruiliang Lyu
,
Xiaotao Gu
,
Xiao Liu
,
Jiazheng Xu
,
Yida Lu
,
Jiayan Teng
,
Zhuoyi Yang
,
Yuxiao Dong
,
Jie Tang
,
Hongning Wang
, Minlie Huang
360°REA: Towards A Reusable Experience Accumulation with 360° Assessment for Multi-Agent System
ACL 2024 ·
Shen Gao
,
Hao Li
,
Zhengliang Shi
,
Chengrui Huang
,
Quan Tu
,
Shuo Shang
,
Zhiliang Tian
, Minlie Huang
AMOR: A Recipe for Building Adaptable Modular Knowledge Agents Through Process Feedback
NeurIPS 2024 ·
Jian Guan
,
Wei Wu
,
Zujie Wen
,
Peng Xu
,
Hongning Wang
, Minlie Huang
ASETF: A Novel Method for Jailbreak Attack on LLMs through Translate Suffix Embeddings
EMNLP 2024 ·
Hao Wang
,
Hao Li
, Minlie Huang,
Lei Sha
AgentBench: Evaluating LLMs as Agents
ICLR 2024 ·
Xiao Liu
,
Hao Yu
,
Hanchen Zhang
,
Yifan Xu
,
Xuanyu Lei
,
Hanyu Lai
,
Yu Gu
,
Hangliang Ding
,
Kaiwen Men
,
Kejuan Yang
,
Shudan Zhang
,
Xiang Deng
,
Aohan Zeng
,
Zhengxiao Du
,
Chenhui Zhang
,
Sheng Shen
,
Tianjun Zhang
,
Yu Su
,
Huan Sun
, Minlie Huang,
Yuxiao Dong
,
Jie Tang
AlignBench: Benchmarking Chinese Alignment of Large Language Models
ACL 2024 ·
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
AutoDetect: Towards a Unified Framework for Automated Weakness Detection in Large Language Models
EMNLP 2024 ·
Jiale Cheng
,
Yida Lu
,
Xiaotao Gu
,
Pei Ke
,
Xiao Liu
,
Yuxiao Dong
,
Hongning Wang
,
Jie Tang
, Minlie Huang
Benchmarking Complex Instruction-Following with Multiple Constraints Composition
NeurIPS 2024 ·
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
Black-Box Prompt Optimization: Aligning Large Language Models without Model Training
ACL 2024 ·
Jiale Cheng
,
Xiao Liu
,
Kehan Zheng
,
Pei Ke
,
Hongning Wang
,
Yuxiao Dong
,
Jie Tang
, Minlie Huang
COKE: A Cognitive Knowledge Graph for Machine Theory of Mind
ACL 2024 ·
Jincenzi Wu
,
Zhuang Chen
,
Jiawen Deng
,
Sahand Sabour
,
Helen Meng
, Minlie Huang
CharacterGLM: Customizing Social Characters with Large Language Models
EMNLP 2024 ·
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
CritiqueLLM: Towards an Informative Critique Generation Model for Evaluation of Large Language Model Generation
ACL 2024 ·
Pei Ke
,
Bosi Wen
,
Andrew Feng
,
Xiao Liu
,
Xuanyu Lei
,
Jiale Cheng
,
Shengyuan Wang
,
Aohan Zeng
,
Yuxiao Dong
,
Hongning Wang
,
Jie Tang
, Minlie Huang
DC-Instruct: An Effective Framework for Generative Multi-intent Spoken Language Understanding
EMNLP 2024 ·
Bowen Xing
,
Lizi Liao
, Minlie Huang,
Ivor W. Tsang
Defending Large Language Models Against Jailbreaking Attacks Through Goal Prioritization
ACL 2024 ·
Zhexin Zhang
,
Junxiao Yang
,
Pei Ke
,
Fei Mi
,
Hongning Wang
, Minlie Huang
Depression Detection in Clinical Interviews with LLM-Empowered Structural Element Graph
NAACL 2024 ·
Zhuang Chen
,
Jiawen Deng
,
Jinfeng Zhou
,
Jincenzi Wu
,
Tieyun Qian
, Minlie Huang
EmoBench: Evaluating the Emotional Intelligence of Large Language Models
ACL 2024 ·
Sahand Sabour
,
Siyang Liu
,
Zheyuan Zhang
,
June M. Liu
,
Jinfeng Zhou
,
Alvionna S. Sunaryo
,
Tatia M. C. Lee
,
Rada Mihalcea
, Minlie Huang
Instruction Pre-Training: Language Models are Supervised Multitask Learners
EMNLP 2024 ·
Daixuan Cheng
,
Yuxian Gu
,
Shaohan Huang
,
Junyu Bi
, Minlie Huang,
Furu Wei
Language Model Decoding as Direct Metrics Optimization
ICLR 2024 ·
Haozhe Ji
,
Pei Ke
,
Hongning Wang
, Minlie Huang
Language Models Hallucinate, but May Excel at Fact Verification
NAACL 2024 ·
Jian Guan
,
Jesse Dodge
,
David Wadden
, Minlie Huang,
Hao Peng
Large Language Models Are Not Robust Multiple Choice Selectors
ICLR 2024 ·
Chujie Zheng
,
Hao Zhou
,
Fandong Meng
,
Jie Zhou
, Minlie Huang
Learning Task Decomposition to Assist Humans in Competitive Programming
ACL 2024 ·
Jiaxin Wen
,
Ruiqi Zhong
,
Pei Ke
,
Zhihong Shao
,
Hongning Wang
, Minlie Huang
MiniLLM: Knowledge Distillation of Large Language Models
ICLR 2024 ·
Yuxian Gu
,
Li Dong
,
Furu Wei
, Minlie Huang
Mixture-of-Modules: Reinventing Transformers as Dynamic Assemblies of Modules
EMNLP 2024 ·
Zhuocheng Gong
,
Ang Lv
,
Jian Guan
,
Wei Wu
,
Huishuai Zhang
, Minlie Huang,
Dongyan Zhao
,
Rui Yan
On Prompt-Driven Safeguarding for Large Language Models
ICML 2024 ·
Chujie Zheng
,
Fan Yin
,
Hao Zhou
,
Fandong Meng
,
Jie Zhou
,
Kai-Wei Chang
, Minlie Huang,
Nanyun Peng
Perception of Knowledge Boundary for Large Language Models through Semi-open-ended Question Answering
NeurIPS 2024 ·
Zhihua Wen
,
Zhiliang Tian
,
Zexin Jian
,
Zhen Huang
,
Pei Ke
,
Yifu Gao
, Minlie Huang,
Dongsheng Li
SafetyBench: Evaluating the Safety of Large Language Models
ACL 2024 ·
Zhexin Zhang
,
Leqi Lei
,
Lindong Wu
,
Rui Sun
,
Yongkang Huang
,
Chong Long
,
Xiao Liu
,
Xuanyu Lei
,
Jie Tang
, Minlie Huang
ShieldLM: Empowering LLMs as Aligned, Customizable and Explainable Safety Detectors
EMNLP 2024 ·
Zhexin Zhang
,
Yida Lu
,
Jingyuan Ma
,
Di Zhang
,
Rui Li
,
Pei Ke
,
Hao Sun
,
Lei Sha
,
Zhifang Sui
,
Hongning Wang
, Minlie Huang
Thoughts to Target: Enhance Planning for Target-driven Conversation
EMNLP 2024 ·
Zhonghua Zheng
,
Lizi Liao
,
Yang Deng
,
Ee-Peng Lim
, Minlie Huang,
Liqiang Nie
ToMBench: Benchmarking Theory of Mind in Large Language Models
ACL 2024 ·
Zhuang Chen
,
Jincenzi Wu
,
Jinfeng Zhou
,
Bosi Wen
,
Guanqun Bi
,
Gongyao Jiang
,
Yaru Cao
,
Mengting Hu
,
Yunghwei Lai
,
Zexuan Xiong
, Minlie Huang
ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem Solving
ICLR 2024 ·
Zhibin Gou
,
Zhihong Shao
,
Yeyun Gong
,
Yelong Shen
,
Yujiu Yang
, Minlie Huang,
Nan Duan
,
Weizhu Chen
Towards Efficient Exact Optimization of Language Model Alignment
ICML 2024 ·
Haozhe Ji
,
Cheng Lu
,
Yilin Niu
,
Pei Ke
,
Hongning Wang
,
Jun Zhu
,
Jie Tang
, Minlie Huang