Minlie Huang

227 papers · 2009–2026 · 12 conferences · across top CS/AI conferences

Achievements

🗺️ Taxonomy Completionist (20) 🐝 Cross-Pollinator (12) 🏃 Academic Marathon (16) 🌍 Conference Polyglot (12) 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (6) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌟 Keyword Trendsetter Combo (8) 🏠 Conference Loyalist (22) 🏆 Grand Slam 👥 Mega-Team (22) 🤝 Dynamic Duo (49) 🔬 Deep Specialist (38) 🧬 Topic Evolution 🏆 Keyword Champion (11) 👑 Triple Crown 📈 Trend Setter 🗃️ Keyword Collector (68) 🚀 Conference Pioneer ⚡ Prolific Year (8) 🔥 Unstoppable (12) ❓ The Questioner 💎 Century Club (221)

Conferences

ACL (83) EMNLP (53) IJCNLP (22) AAAI (17) ICLR (14) COLING (9) IJCAI (9) NAACL (6) ICML (5) NIPS (5) AACL (3) ICCV (1)

Top co-authors

Xiaoyan Zhu (49) Pei Ke (31) Hongning Wang (26) Jian Guan (21) Chujie Zheng (19) Jie Tang (17) Zhexin Zhang (16) Ryuichi Takanobu (16) Jiale Cheng (15) Jinfeng Zhou (14)

Research topics

Privacy (2) Deep Learning (1) Natural Language Processing (1) Security & Privacy (1)

Keywords

large language model (39) dialogue system (33) text generation (25) language model (16) reinforcement learning (12) knowledge graph (12) dialogue generation (11) question answering (11) natural language generation (11) pre-trained language model (10) neural network (10) benchmark evaluation (9) story generation (8) dialog system (8) few-shot learning (8) task-oriented dialog (7) data augmentation (7) conversational ai (7) text classification (6) commonsense reasoning (6)

Papers

Ψ-Arena: Interactive Assessment and Optimization of LLM-based Psychological Counselors with Tripartite Feedback AAAI 2026

Unveiling the Landscape of Clinical Depression Assessment: From Behavioral Signatures to Psychiatric Reasoning AAAI 2026

WALKSAFE: Risk-aware Graph Random Walk with Bi-GRPO for LLM Safety AAAI 2026

DPRM: A Dual Implicit Process Reward Model in Multi-Hop Question Answering AAAI 2026

When Smiley Turns Hostile: Interpreting How Emojis Trigger LLMs’ Toxicity AAAI 2026

VisionReward: Fine-Grained Multi-Dimensional Human Preference Learning for Image and Video Generation AAAI 2026

MAGI: Multi-Agent Guided Interview for Psychiatric Assessment ACL 2025

DYNTEXT: Semantic-Aware Dynamic Text Sanitization for Privacy-Preserving LLM Inference ACL 2025

DPGA-TextSyn: Differentially Private Genetic Algorithm for Synthetic Text Generation ACL 2025

Exploring Multimodal Challenges in Toxic Chinese Detection: Taxonomy, Benchmark, and Findings ACL 2025

DELMAN: Dynamic Defense Against Large Language Model Jailbreaking with Model Editing ACL 2025

MHALO: Evaluating MLLMs as Fine-grained Hallucination Detectors ACL 2025

LogicGame: Benchmarking Rule-Based Reasoning Abilities of Large Language Models ACL 2025

LongSafety: Evaluating Long-Context Safety of Large Language Models ACL 2025

SPaR: Self-Play with Tree-Search Refinement to Improve Instruction-Following in Large Language Models ICLR 2025

MAPS: Advancing Multi-Modal Reasoning in Expert-Level Physical Science ICLR 2025

LegalAgentBench: Evaluating LLM Agents in Legal Domain ACL 2025

A Survey of Post-Training Scaling in Large Language Models ACL 2025

SocialSim: Towards Socialized Simulation of Emotional Support Conversation AAAI 2025

SS-GEN: A Social Story Generation Framework with Large Language Models AAAI 2025

CharacterBench: Benchmarking Character Customization of Large Language Models AAAI 2025

Battling against Tough Resister: Strategy Planning with Adversarial Game for Non-collaborative Dialogues ACL 2025

AGD: Adversarial Game Defense Against Jailbreak Attacks in Large Language Models ACL 2025

Guiding not Forcing: Enhancing the Transferability of Jailbreaking Attacks on LLMs via Removing Superfluous Constraints ACL 2025

VPO: Aligning Text-to-Video Generation Models with Prompt Optimization ICCV 2025

Adversary-Aware DPO: Enhancing Safety Alignment in Vision Language Models via Adversarial Training EMNLP 2025

DCMKC: A Dual Consistency Matching Approach for Multi-hop Question Answering in LLMs EMNLP 2025

Crisp: Cognitive Restructuring of Negative Thoughts through Multi-turn Supportive Dialogues EMNLP 2025

Speculating LLMs’ Chinese Training Data Pollution from Their Tokens EMNLP 2025

Reframe Your Life Story: Interactive Narrative Therapist and Innovative Moment Assessment with Large Language Models EMNLP 2025

DiffusionAttacker: Diffusion-Driven Prompt Manipulation for LLM Jailbreak EMNLP 2025

“I’ve Decided to Leak”: Probing Internals Behind Prompt Leakage Intents EMNLP 2025

Advancing Collaborative Debates with Role Differentiation through Multi-Agent Reinforcement Learning ACL 2025

Understanding the Dark Side of LLMs’ Intrinsic Self-Correction ACL 2025

Internal Value Alignment in Large Language Models through Controlled Value Vector Activation ACL 2025

SocialEval: Evaluating Social Intelligence of Large Language Models ACL 2025

Data Selection via Optimal Control for Language Models ICLR 2025

Model Extrapolation Expedites Alignment ACL 2025

Language Models Learn to Mislead Humans via RLHF ICLR 2025

CodePlan: Unlocking Reasoning Potential in Large Language Models by Scaling Code-form Planning ICLR 2025

MiniPLM: Knowledge Distillation for Pre-training Language Models ICLR 2025

Training Language Model to Critique for Better Refinement ACL 2025

HPSS: Heuristic Prompting Strategy Search for LLM Evaluators ACL 2025

EmoBench: Evaluating the Emotional Intelligence of Large Language Models ACL 2024

AlignBench: Benchmarking Chinese Alignment of Large Language Models ACL 2024

Learning Task Decomposition to Assist Humans in Competitive Programming ACL 2024

CritiqueLLM: Towards an Informative Critique Generation Model for Evaluation of Large Language Model Generation ACL 2024

SafetyBench: Evaluating the Safety of Large Language Models ACL 2024

ToMBench: Benchmarking Theory of Mind in Large Language Models ACL 2024

COKE: A Cognitive Knowledge Graph for Machine Theory of Mind ACL 2024

360∘REA: Towards A Reusable Experience Accumulation with 360∘ Assessment for Multi-Agent System ACL 2024

Towards Efficient Exact Optimization of Language Model Alignment ICML 2024

Large Language Models Are Not Robust Multiple Choice Selectors ICLR 2024

ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem Solving ICLR 2024

MiniLLM: Knowledge Distillation of Large Language Models ICLR 2024

Language Model Decoding as Direct Metrics Optimization ICLR 2024

AgentBench: Evaluating LLMs as Agents ICLR 2024

ShieldLM: Empowering LLMs as Aligned, Customizable and Explainable Safety Detectors EMNLP 2024

AutoDetect: Towards a Unified Framework for Automated Weakness Detection in Large Language Models EMNLP 2024

CharacterGLM: Customizing Social Characters with Large Language Models EMNLP 2024

Thoughts to Target: Enhance Planning for Target-driven Conversation EMNLP 2024

Mixture-of-Modules: Reinventing Transformers as Dynamic Assemblies of Modules EMNLP 2024

DC-Instruct: An Effective Framework for Generative Multi-intent Spoken Language Understanding EMNLP 2024

ASETF: A Novel Method for Jailbreak Attack on LLMs through Translate Suffix Embeddings EMNLP 2024

Instruction Pre-Training: Language Models are Supervised Multitask Learners EMNLP 2024

Intent-Aware and Hate-Mitigating Counterspeech Generation via Dual-Discriminator Guided LLMs COLING 2024

AMOR: A Recipe for Building Adaptable Modular Knowledge Agents Through Process Feedback NIPS 2024

Benchmarking Complex Instruction-Following with Multiple Constraints Composition NIPS 2024

Depression Detection in Clinical Interviews with LLM-Empowered Structural Element Graph NAACL 2024

Perception of Knowledge Boundary for Large Language Models through Semi-open-ended Question Answering NIPS 2024

Language Models Hallucinate, but May Excel at Fact Verification NAACL 2024

On Prompt-Driven Safeguarding for Large Language Models ICML 2024

Black-Box Prompt Optimization: Aligning Large Language Models without Model Training ACL 2024

Defending Large Language Models Against Jailbreaking Attacks Through Goal Prioritization ACL 2024

Unveiling the Implicit Toxicity in Large Language Models EMNLP 2023

Generating Coherent Narratives by Learning Dynamic and Discrete Entity States with a Contrastive Framework AAAI 2023

KPT: Keyword-Guided Pre-training for Grounded Dialog Generation AAAI 2023

Facilitating Multi-turn Emotional Support Conversation with Positive Emotion Elicitation: A Reinforcement Learning Approach ACL 2023

MoralDial: A Framework to Train and Evaluate Moral Dialogue Systems via Moral Discussions ACL 2023

Pre-Training to Learn in Context ACL 2023

CASE: Aligning Coarse-to-Fine Cognition and Affection for Empathetic Response Generation ACL 2023

DecompEval: Evaluating Generated Texts as Unsupervised Decomposed Question Answering ACL 2023

ETHICIST: Targeted Training Data Extraction Through Loss Smoothed Soft Prompting and Calibrated Confidence Estimation ACL 2023

StoryTrans: Non-Parallel Story Author-Style Transfer with Discourse Representations and Content Enhancing ACL 2023

Self-Supervised Sentence Polishing by Adding Engaging Modifiers ACL 2023

Goal Awareness for Conversational AI: Proactivity, Non-collaborativity, and Beyond ACL 2023

PAL: Persona-Augmented Emotional Support Conversation Generation ACL 2023

Click: Controllable Text Generation with Sequence Likelihood Contrastive Learning ACL 2023

AugESC: Dialogue Augmentation with Large Language Models for Emotional Support Conversation ACL 2023

E-NER: Evidential Deep Learning for Trustworthy Named Entity Recognition ACL 2023

Mitigating the Learning Bias towards Repetition by Self-Contrastive Training for Open-Ended Generation ACL 2023

Uncertainty-Aware Unlikelihood Learning Improves Generative Aspect Sentiment Quad Prediction ACL 2023

Re3Dial: Retrieve, Reorganize and Rescale Conversations for Long-Turn Open-Domain Dialogue Pre-training EMNLP 2023

Multi-Source Probing for Open-Domain Conversational Understanding EMNLP 2023

Task-Adaptive Tokenization: Enhancing Long-Form Text Generation Efficacy in Mental Health and Beyond EMNLP 2023

Building Multi-domain Dialog State Trackers from Single-domain Dialogs EMNLP 2023

ConvLab-3: A Flexible Dialogue System Toolkit Based on a Unified Data Format EMNLP 2023

Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy EMNLP 2023

InstructSafety: A Unified Framework for Building Multidimensional and Explainable Safety Detector through Instruction Tuning EMNLP 2023

Tailoring Language Generation Models under Total Variation Distance ICLR 2023

Synthetic Prompting: Generating Chain-of-Thought Demonstrations for Large Language Models ICML 2023

PPT: Pre-trained Prompt Tuning for Few-shot Learning ACL 2022

Rethinking and Refining the Distinct Metric ACL 2022

On the Safety of Conversational Models: Taxonomy, Dataset, and Benchmark ACL 2022

A Corpus for Understanding and Generating Moral Stories NAACL 2022

CDConv: A Benchmark for Contradiction Detection in Chinese Conversations EMNLP 2022

Aligning Recommendation and Conversation via Dual Imitation EMNLP 2022

Learning Instructions with Unlabeled Data for Zero-Shot Cross-Task Generalization EMNLP 2022

COLD: A Benchmark for Chinese Offensive Language Detection EMNLP 2022

Persona-Guided Planning for Controlling the Protagonist’s Persona in Story Generation NAACL 2022

Continual Prompt Tuning for Dialog State Tracking ACL 2022

Curriculum-Based Self-Training Makes Better Few-Shot Learners for Data-to-Text Generation IJCAI 2022

Directed Acyclic Transformer for Non-Autoregressive Machine Translation ICML 2022

On the Learning of Non-Autoregressive Transformers ICML 2022

Acceleration of Federated Learning with Alleviated Forgetting in Local Training ICLR 2022

CEM: Commonsense-Aware Empathetic Response Generation AAAI 2022

LaMemo: Language Modeling with Look-Ahead Memory NAACL 2022

A Unified Dialogue User Simulator for Few-shot Data Augmentation EMNLP 2022

Constructing Highly Inductive Contexts for Dialogue Safety through Controllable Reverse Generation EMNLP 2022

Towards Identifying Social Bias in Dialog Systems: Framework, Dataset, and Benchmark EMNLP 2022

Chaining Simultaneous Thoughts for Numerical Reasoning EMNLP 2022

AutoCAD: Automatically Generate Counterfactuals for Mitigating Shortcut Learning EMNLP 2022

WSpeller: Robust Word Segmentation for Enhancing Chinese Spelling Check EMNLP 2022

Automatic Comment Generation for Chinese Student Narrative Essays EMNLP 2022

Answering Open-Domain Multi-Answer Questions via a Recall-then-Verify Framework ACL 2022

CTRLEval: An Unsupervised Reference-Free Metric for Evaluating Controlled Text Generation ACL 2022

Stylized Story Generation with Style-Guided Planning ACL 2021

NAST: A Non-Autoregressive Generator with Word Alignment for Unsupervised Text Style Transfer ACL 2021

CR-Walker: Tree-Structured Graph Reasoning and Dialog Acts for Conversational Recommendation EMNLP 2021

Self-training Improves Pre-training for Few-shot Learning in Task-oriented Dialog Systems EMNLP 2021

Transferable Persona-Grounded Dialogues via Grounded Minimal Edits EMNLP 2021

EARL: Informative Knowledge-Grounded Conversation Generation with Entity-Agnostic Representation Learning EMNLP 2021

DiscoDVT: Generating Long Text with Discourse-Aware Discrete Variational Transformer EMNLP 2021

When does Further Pre-training MLM Help? An Empirical Study on Task-Oriented Dialog Pre-training EMNLP 2021

Stylized Dialogue Response Generation Using Stylized Unpaired Texts AAAI 2021

PsyQA: A Chinese Dataset for Generating Long Counseling Text for Mental Health Support ACL 2021

CoMAE: A Multi-factor Hierarchical Framework for Empathetic Response Generation ACL 2021

KuiLeiXi: a Chinese Open-Ended Text Adventure Game ACL 2021

OpenMEVA: A Benchmark for Evaluating Open-ended Story Generation Metrics ACL 2021

Long Text Generation by Modeling Sentence-Level and Discourse-Level Coherence ACL 2021

A Mutual Information Maximization Approach for the Spurious Solution Problem in Weakly Supervised Question Answering ACL 2021

Diversifying Dialog Generation via Adaptive Label Smoothing ACL 2021

Towards Emotional Support Dialog Systems ACL 2021

ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning ACL 2021

A Semantic-based Method for Unsupervised Commonsense Question Answering ACL 2021

Robustness Testing of Language Understanding in Task-Oriented Dialog ACL 2021

Independence-aware Advantage Estimation IJCAI 2021

Robustness Testing of Language Understanding in Task-Oriented Dialog IJCNLP 2021

A Semantic-based Method for Unsupervised Commonsense Question Answering IJCNLP 2021

ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning IJCNLP 2021

Towards Emotional Support Dialog Systems IJCNLP 2021

Diversifying Dialog Generation via Adaptive Label Smoothing IJCNLP 2021

A Mutual Information Maximization Approach for the Spurious Solution Problem in Weakly Supervised Question Answering IJCNLP 2021

Long Text Generation by Modeling Sentence-Level and Discourse-Level Coherence IJCNLP 2021

OpenMEVA: A Benchmark for Evaluating Open-ended Story Generation Metrics IJCNLP 2021

KuiLeiXi: a Chinese Open-Ended Text Adventure Game IJCNLP 2021

CoMAE: A Multi-factor Hierarchical Framework for Empathetic Response Generation IJCNLP 2021

PsyQA: A Chinese Dataset for Generating Long Counseling Text for Mental Health Support IJCNLP 2021

NAST: A Non-Autoregressive Generator with Word Alignment for Unsupervised Text Style Transfer IJCNLP 2021

HyKnow: End-to-End Task-Oriented Dialog Modeling with Hybrid Knowledge Management IJCNLP 2021

Stylized Story Generation with Style-Guided Planning IJCNLP 2021

JointGT: Graph-Text Joint Representation Learning for Text Generation from Knowledge Graphs IJCNLP 2021

Turn-Level User Satisfaction Estimation in E-commerce Customer Service IJCNLP 2021

Turn-Level User Satisfaction Estimation in E-commerce Customer Service ACL 2021

JointGT: Graph-Text Joint Representation Learning for Text Generation from Knowledge Graphs ACL 2021

HyKnow: End-to-End Task-Oriented Dialog Modeling with Hybrid Knowledge Management ACL 2021

Youling: an AI-assisted Lyrics Creation System EMNLP 2020

Difference-aware Knowledge Selection for Knowledge-grounded Conversation Generation EMNLP 2020

Robustness to Modification with Shared Words in Paraphrase Identification EMNLP 2020

Continual Learning for Natural Language Generation in Task-oriented Dialog Systems EMNLP 2020

Multi-Agent Task-Oriented Dialog Policy Learning with Role-Aware Reward Decomposition ACL 2020

A Self-Training Method for Machine Reading Comprehension with Soft Evidence Extraction ACL 2020

KdConv: A Chinese Multi-domain Dialogue Dataset Towards Multi-turn Knowledge-driven Conversation ACL 2020

ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems ACL 2020

A Pre-Training Based Personalized Dialogue Generation Model with Persona-Sparse Data AAAI 2020

Learning Goal-oriented Dialogue Policy with opposite Agent Awareness AACL 2020

Language Generation with Multi-Hop Reasoning on Commonsense Knowledge Graph EMNLP 2020

Automatic Perturbation Analysis for Scalable Certified Robustness and Beyond NIPS 2020

Dialogue Distillation: Open-Domain Dialogue Augmentation Using Unpaired Data EMNLP 2020

Robustness Verification for Transformers ICLR 2020

SentiLARE: Sentiment-Aware Language Representation Learning with Linguistic Knowledge EMNLP 2020

Reinforced Molecular Optimization with Neighborhood-Controlled Grammars NIPS 2020

ExpanRL: Hierarchical Reinforcement Learning for Course Concept Expansion in MOOCs AACL 2020

Generating Commonsense Explanation by Extracting Bridge Concepts from Reasoning Paths AACL 2020

UNION: An Unreferenced Metric for Evaluating Open-ended Story Generation EMNLP 2020

ARAML: A Stable Adversarial Training Framework for Text Generation IJCNLP 2019

Story Ending Generation with Incremental Encoding and Commonsense Knowledge AAAI 2019

ChID: A Large-scale Chinese IDiom Dataset for Cloze Test ACL 2019

Guided Dialog Policy Learning: Reward Estimation for Multi-Domain Task-Oriented Dialog EMNLP 2019

Meta-Learning for Low-resource Natural Language Generation in Task-oriented Dialogue Systems IJCAI 2019

ARAML: A Stable Adversarial Training Framework for Text Generation EMNLP 2019

A Hierarchical Framework for Relation Extraction with Reinforcement Learning AAAI 2019

A Deep Sequential Model for Discourse Parsing on Multi-Party Dialogues AAAI 2019

Guided Dialog Policy Learning: Reward Estimation for Multi-Domain Task-Oriented Dialog IJCNLP 2019

Long and Diverse Text Generation with Planning-based Hierarchical Variational Model IJCNLP 2019

Long and Diverse Text Generation with Planning-based Hierarchical Variational Model EMNLP 2019

ConvLab: Multi-Domain End-to-End Dialog System Platform ACL 2019

A Weakly Supervised Method for Topic Segmentation and Labeling in Goal-oriented Dialogues via Reinforcement Learning IJCAI 2018

Generating Informative Responses with Controlled Sentence Function ACL 2018

Learning to Ask Questions in Open-domain Conversational Systems with Typed Decoders ACL 2018

An Operation Network for Abstractive Sentence Compression COLING 2018

Commonsense Knowledge Aware Conversation Generation with Graph Attention IJCAI 2018

An Interpretable Reasoning Network for Multi-Relation Question Answering COLING 2018

Densely Connected CNN with Multi-scale Feature Attention for Text Classification IJCAI 2018

Assigning Personality/Profile to a Chatting Machine for Coherent Conversation Generation IJCAI 2018

Linguistically Regularized LSTM for Sentiment Classification ACL 2017

From One Point to a Manifold: Knowledge Graph Embedding for Precise Link Prediction IJCAI 2016

A Sentence Interaction Network for Modeling Dependence between Sentences ACL 2016

TransG : A Generative Model for Knowledge Graph Embedding ACL 2016

Product Review Summarization by Exploiting Phrase Properties COLING 2016

Attention-based LSTM for Aspect-level Sentiment Classification EMNLP 2016

Context-aware Natural Language Generation for Spoken Dialogue Systems COLING 2016

GAKE: Graph Aware Knowledge Embedding COLING 2016

Learning Tag Embeddings and Tag-specific Composition Functions in Recursive Neural Network ACL 2015

Learning Tag Embeddings and Tag-specific Composition Functions in Recursive Neural Network IJCNLP 2015

Incorporating Domain and Sentiment Supervision in Representation Learning for Domain Adaptation IJCAI 2015

New Word Detection for Sentiment Analysis ACL 2014

Clustering Aspect-related Phrases by Leveraging Sentiment Distribution Consistency EMNLP 2014

Fine Granular Aspect Analysis using Latent Structural Models ACL 2012

Quality-biased Ranking of Short Texts in Microblogging Services IJCNLP 2011

Structure-Aware Review Mining and Summarization COLING 2010

Learning to Link Entities with Knowledge Base NAACL 2010

A Comparative Study on Ranking and Selection Strategies for Multi-Document Summarization COLING 2010

Metadata-Aware Measures for Answer Summarization in Community Question Answering ACL 2010

Learning to Annotate Scientific Publications COLING 2010

Answering Opinion Questions with Random Walks on Graphs ACL 2009

Answering Opinion Questions with Random Walks on Graphs IJCNLP 2009