Minlie Huang

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 Ψ-Arena: Interactive Assessment and Optimization of LLM-based Psychological Counselors with Tripartite Feedback AAAI 2026 New Terms, New Toxicity: Consensus-based Chinese Neologism Toxicity Detection via Search-Augmented LLMs ACL 2026 The Side Effects of Being Smart: Safety Risks in MLLMs’ Multi-Image Reasoning ACL 2026 Glyph: Scaling Context Windows via Visual-Text Compression ACL 2026 S^4: Operationalizing Speech Act Theory for Strategic Semi-Structured Psychiatric Interview ACL 2026 LASA: Language-Agnostic Semantic Alignment at the Semantic Bottleneck for LLM Safety ACL 2026 Unveiling the Landscape of Clinical Depression Assessment: From Behavioral Signatures to Psychiatric Reasoning AAAI 2026 How Should We Enhance the Safety of Large Reasoning Models: An Empirical Study ACL 2026 IF-RewardBench: Benchmarking Judge Models for Instruction-Following Evaluation ACL 2026 Data Efficient RLVR via Off-Policy Influence Guidance ACL 2026 IF-CRITIC: Towards a Fine-Grained LLM Critic for Instruction-Following Evaluation ACL 2026 HoWToBench: Holistic Evaluation for LLM’s Capability in Human-level Writing using Tree of Writing ACL 2026 DPRM: A Dual Implicit Process Reward Model in Multi-Hop Question Answering AAAI 2026 WALKSAFE: Risk-aware Graph Random Walk with Bi-GRPO for LLM Safety AAAI 2026 HPSS: Heuristic Prompting Strategy Search for LLM Evaluators ACL 2025 Training Language Model to Critique for Better Refinement ACL 2025 Data Selection via Optimal Control for Language Models ICLR 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 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 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 LegalAgentBench: Evaluating LLM Agents in Legal Domain ACL 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 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 LongSafety: Evaluating Long-Context Safety of Large Language Models ACL 2025 LogicGame: Benchmarking Rule-Based Reasoning Abilities of Large Language Models ACL 2025 MHALO: Evaluating MLLMs as Fine-grained Hallucination Detectors ACL 2025 DELMAN: Dynamic Defense Against Large Language Model Jailbreaking with Model Editing ACL 2025 Exploring Multimodal Challenges in Toxic Chinese Detection: Taxonomy, Benchmark, and Findings ACL 2025 DPGA-TextSyn: Differentially Private Genetic Algorithm for Synthetic Text Generation ACL 2025 DYNTEXT: Semantic-Aware Dynamic Text Sanitization for Privacy-Preserving LLM Inference ACL 2025 MAGI: Multi-Agent Guided Interview for Psychiatric Assessment 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 Model Extrapolation Expedites Alignment ACL 2025 A Survey of Post-Training Scaling in Large Language Models ACL 2025 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 AgentBench: Evaluating LLMs as Agents ICLR 2024 Language Model Decoding as Direct Metrics Optimization ICLR 2024 MiniLLM: Knowledge Distillation of Large Language Models ICLR 2024 ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem Solving ICLR 2024 Large Language Models Are Not Robust Multiple Choice Selectors ICLR 2024 Towards Efficient Exact Optimization of Language Model Alignment ICML 2024 On Prompt-Driven Safeguarding for Large Language Models ICML 2024 Perception of Knowledge Boundary for Large Language Models through Semi-open-ended Question Answering NIPS 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 Language Models Hallucinate, but May Excel at Fact Verification NAACL 2024 Depression Detection in Clinical Interviews with LLM-Empowered Structural Element Graph NAACL 2024 Black-Box Prompt Optimization: Aligning Large Language Models without Model Training ACL 2024 EmoBench: Evaluating the Emotional Intelligence of Large Language Models ACL 2024 Defending Large Language Models Against Jailbreaking Attacks Through Goal Prioritization 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 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 Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy 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 Unveiling the Implicit Toxicity in Large Language Models EMNLP 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 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 CTRLEval: An Unsupervised Reference-Free Metric for Evaluating Controlled Text Generation ACL 2022 Answering Open-Domain Multi-Answer Questions via a Recall-then-Verify Framework ACL 2022 Continual Prompt Tuning for Dialog State Tracking ACL 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 Automatic Comment Generation for Chinese Student Narrative Essays EMNLP 2022 WSpeller: Robust Word Segmentation for Enhancing Chinese Spelling Check EMNLP 2022 AutoCAD: Automatically Generate Counterfactuals for Mitigating Shortcut Learning EMNLP 2022 Chaining Simultaneous Thoughts for Numerical Reasoning EMNLP 2022 Towards Identifying Social Bias in Dialog Systems: Framework, Dataset, and Benchmark EMNLP 2022 Constructing Highly Inductive Contexts for Dialogue Safety through Controllable Reverse Generation EMNLP 2022 A Unified Dialogue User Simulator for Few-shot Data Augmentation EMNLP 2022 On the Safety of Conversational Models: Taxonomy, Dataset, and Benchmark ACL 2022 Acceleration of Federated Learning with Alleviated Forgetting in Local Training ICLR 2022 LaMemo: Language Modeling with Look-Ahead Memory NAACL 2022 CEM: Commonsense-Aware Empathetic Response Generation AAAI 2022 Curriculum-Based Self-Training Makes Better Few-Shot Learners for Data-to-Text Generation IJCAI 2022 A Corpus for Understanding and Generating Moral Stories NAACL 2022 Directed Acyclic Transformer for Non-Autoregressive Machine Translation ICML 2022 Persona-Guided Planning for Controlling the Protagonist’s Persona in Story Generation NAACL 2022 On the Learning of Non-Autoregressive Transformers ICML 2022 Rethinking and Refining the Distinct Metric ACL 2022 PPT: Pre-trained Prompt Tuning for Few-shot Learning ACL 2022 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 CR-Walker: Tree-Structured Graph Reasoning and Dialog Acts for Conversational Recommendation EMNLP 2021 Stylized Story Generation with Style-Guided Planning IJCNLP 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 Self-training Improves Pre-training for Few-shot Learning in Task-oriented Dialog Systems EMNLP 2021 HyKnow: End-to-End Task-Oriented Dialog Modeling with Hybrid Knowledge Management IJCNLP 2021 EARL: Informative Knowledge-Grounded Conversation Generation with Entity-Agnostic Representation Learning EMNLP 2021 Transferable Persona-Grounded Dialogues via Grounded Minimal Edits EMNLP 2021 NAST: A Non-Autoregressive Generator with Word Alignment for Unsupervised Text Style Transfer IJCNLP 2021 PsyQA: A Chinese Dataset for Generating Long Counseling Text for Mental Health Support IJCNLP 2021 DiscoDVT: Generating Long Text with Discourse-Aware Discrete Variational Transformer EMNLP 2021 CoMAE: A Multi-factor Hierarchical Framework for Empathetic Response Generation IJCNLP 2021 KuiLeiXi: a Chinese Open-Ended Text Adventure Game IJCNLP 2021 OpenMEVA: A Benchmark for Evaluating Open-ended Story Generation Metrics IJCNLP 2021 Long Text Generation by Modeling Sentence-Level and Discourse-Level Coherence IJCNLP 2021 A Mutual Information Maximization Approach for the Spurious Solution Problem in Weakly Supervised Question Answering IJCNLP 2021 Diversifying Dialog Generation via Adaptive Label Smoothing IJCNLP 2021 Towards Emotional Support Dialog Systems IJCNLP 2021 ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning IJCNLP 2021 A Semantic-based Method for Unsupervised Commonsense Question Answering IJCNLP 2021 Independence-aware Advantage Estimation IJCAI 2021 Robustness Testing of Language Understanding in Task-Oriented Dialog IJCNLP 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 Turn-Level User Satisfaction Estimation in E-commerce Customer Service 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 ACL 2021 JointGT: Graph-Text Joint Representation Learning for Text Generation from Knowledge Graphs ACL 2021 Stylized Story Generation with Style-Guided Planning ACL 2021 HyKnow: End-to-End Task-Oriented Dialog Modeling with Hybrid Knowledge Management ACL 2021 NAST: A Non-Autoregressive Generator with Word Alignment for Unsupervised Text Style Transfer ACL 2021 PsyQA: A Chinese Dataset for Generating Long Counseling Text for Mental Health Support ACL 2021 KdConv: A Chinese Multi-domain Dialogue Dataset Towards Multi-turn Knowledge-driven Conversation ACL 2020 Language Generation with Multi-Hop Reasoning on Commonsense Knowledge Graph EMNLP 2020 Dialogue Distillation: Open-Domain Dialogue Augmentation Using Unpaired Data EMNLP 2020 SentiLARE: Sentiment-Aware Language Representation Learning with Linguistic Knowledge EMNLP 2020 UNION: An Unreferenced Metric for Evaluating Open-ended Story Generation EMNLP 2020 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 Generating Commonsense Explanation by Extracting Bridge Concepts from Reasoning Paths AACL 2020 Learning Goal-oriented Dialogue Policy with opposite Agent Awareness AACL 2020 A Pre-Training Based Personalized Dialogue Generation Model with Persona-Sparse Data AAAI 2020 Automatic Perturbation Analysis for Scalable Certified Robustness and Beyond NIPS 2020 Robustness Verification for Transformers ICLR 2020 ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems ACL 2020 A Self-Training Method for Machine Reading Comprehension with Soft Evidence Extraction ACL 2020 Multi-Agent Task-Oriented Dialog Policy Learning with Role-Aware Reward Decomposition ACL 2020 Reinforced Molecular Optimization with Neighborhood-Controlled Grammars NIPS 2020 ExpanRL: Hierarchical Reinforcement Learning for Course Concept Expansion in MOOCs AACL 2020 ARAML: A Stable Adversarial Training Framework for Text Generation EMNLP 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 ARAML: A Stable Adversarial Training Framework for Text Generation IJCNLP 2019 Meta-Learning for Low-resource Natural Language Generation in Task-oriented Dialogue Systems IJCAI 2019 ChID: A Large-scale Chinese IDiom Dataset for Cloze Test ACL 2019 ConvLab: Multi-Domain End-to-End Dialog System Platform ACL 2019 Guided Dialog Policy Learning: Reward Estimation for Multi-Domain Task-Oriented Dialog EMNLP 2019 Story Ending Generation with Incremental Encoding and Commonsense Knowledge AAAI 2019 A Deep Sequential Model for Discourse Parsing on Multi-Party Dialogues AAAI 2019 A Hierarchical Framework for Relation Extraction with Reinforcement Learning AAAI 2019 Long and Diverse Text Generation with Planning-based Hierarchical Variational Model EMNLP 2019 Generating Informative Responses with Controlled Sentence Function ACL 2018 An Interpretable Reasoning Network for Multi-Relation Question Answering COLING 2018 Learning to Ask Questions in Open-domain Conversational Systems with Typed Decoders ACL 2018 Commonsense Knowledge Aware Conversation Generation with Graph Attention IJCAI 2018 Densely Connected CNN with Multi-scale Feature Attention for Text Classification IJCAI 2018 A Weakly Supervised Method for Topic Segmentation and Labeling in Goal-oriented Dialogues via Reinforcement Learning IJCAI 2018 Assigning Personality/Profile to a Chatting Machine for Coherent Conversation Generation IJCAI 2018 An Operation Network for Abstractive Sentence Compression COLING 2018 Linguistically Regularized LSTM for Sentiment Classification ACL 2017 From One Point to a Manifold: Knowledge Graph Embedding for Precise Link Prediction IJCAI 2016 TransG : A Generative Model for Knowledge Graph Embedding ACL 2016 A Sentence Interaction Network for Modeling Dependence between Sentences ACL 2016 Attention-based LSTM for Aspect-level Sentiment Classification EMNLP 2016 GAKE: Graph Aware Knowledge Embedding COLING 2016 Product Review Summarization by Exploiting Phrase Properties COLING 2016 Context-aware Natural Language Generation for Spoken Dialogue Systems COLING 2016 Incorporating Domain and Sentiment Supervision in Representation Learning for Domain Adaptation IJCAI 2015 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 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 Learning to Link Entities with Knowledge Base NAACL 2010 Structure-Aware Review Mining and Summarization COLING 2010 Learning to Annotate Scientific Publications COLING 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 Answering Opinion Questions with Random Walks on Graphs ACL 2009 Answering Opinion Questions with Random Walks on Graphs IJCNLP 2009