Yang Deng

CoSToM: Causal-oriented Steering for Intrinsic Theory-of-Mind Alignment in Large Language Models ACL 2026 DR-Arena: an Automated Evaluation Framework for Deep Research Agents ACL 2026 E2EDev: Benchmarking Large Language Models in End-to-End Software Development Task ACL 2026 Pano-GS: Perception-Aware Gaussian Optimization with Gradient Consistency and Multi-Criteria Densification for High-Quality Rendering AAAI 2026 Hierarchical Reinforcement Learning with Augmented Step-Level Transitions for LLM Agents ACL 2026 RecToM: A Benchmark for Evaluating Machine Theory of Mind in LLM-based Conversational Recommender Systems AAAI 2026 Trade-offs in Large Reasoning Models: An Empirical Analysis of Deliberative and Adaptive Reasoning over Foundational Capabilities AAAI 2026 Do Retrieval Augmented Language Models Know When They Don’t Know? AAAI 2026 Towards Human-centered Proactive Conversational AI AAAI 2026 Hello Again! LLM-powered Personalized Agent for Long-term Dialogue NAACL 2025 From Personas to Talks: Revisiting the Impact of Personas on LLM-Synthesized Emotional Support Conversations EMNLP 2025 Why Stop at One Error? Benchmarking LLMs as Data Science Code Debuggers for Multi-Hop and Multi-Bug Errors EMNLP 2025 AdaSteer: Your Aligned LLM is Inherently an Adaptive Jailbreak Defender EMNLP 2025 Chain of Strategy Optimization Makes Large Language Models Better Emotional Supporter EMNLP 2025 FACT-AUDIT: An Adaptive Multi-Agent Framework for Dynamic Fact-Checking Evaluation of Large Language Models ACL 2025 How to Enable Effective Cooperation Between Humans and NLP Models: A Survey of Principles, Formalizations, and Beyond ACL 2025 EvoWiki: Evaluating LLMs on Evolving Knowledge ACL 2025 Knowledge Boundary of Large Language Models: A Survey ACL 2025 Beware of Your Po! Measuring and Mitigating AI Safety Risks in Role-Play Fine-Tuning of LLMs ACL 2025 Browsing Like Human: A Multimodal Web Agent with Experiential Fast-and-Slow Thinking ACL 2025 MPO: Multilingual Safety Alignment via Reward Gap Optimization ACL 2025 Think Both Ways: Teacher-Student Bidirectional Reasoning Enhances MCQ Generation and Distractor Quality ACL 2025 ChatCRS: Incorporating External Knowledge and Goal Guidance for LLM-based Conversational Recommender Systems NAACL 2025 Weather Foundation Model Enhanced Decentralized Photovoltaic Power Forecasting Through Spatio-temporal Knowledge Distillation IJCAI 2025 PEARL: Towards Permutation-Resilient LLMs ICLR 2025 LightPROF: A Lightweight Reasoning Framework for Large Language Model on Knowledge Graph AAAI 2025 Aligning Large Language Models for Faithful Integrity Against Opposing Argument AAAI 2025 Ask-before-Plan: Proactive Language Agents for Real-World Planning EMNLP 2024 Beyond Persuasion: Towards Conversational Recommender System with Credible Explanations EMNLP 2024 Selective Annotation via Data Allocation: These Data Should Be Triaged to Experts for Annotation Rather Than the Model EMNLP 2024 CLAMBER: A Benchmark of Identifying and Clarifying Ambiguous Information Needs in Large Language Models ACL 2024 Self-chats from Large Language Models Make Small Emotional Support Chatbot Better ACL 2024 STYLE: Improving Domain Transferability of Asking Clarification Questions in Large Language Model Powered Conversational Agents ACL 2024 Thoughts to Target: Enhance Planning for Target-driven Conversation EMNLP 2024 Chain-of-Exemplar: Enhancing Distractor Generation for Multimodal Educational Question Generation ACL 2024 Strength Lies in Differences! Improving Strategy Planning for Non-collaborative Dialogues via Diversified User Simulation EMNLP 2024 On the Multi-turn Instruction Following for Conversational Web Agents ACL 2024 Unlocking Markets: A Multilingual Benchmark to Cross-Market Question Answering EMNLP 2024 Plug-and-Play Policy Planner for Large Language Model Powered Dialogue Agents ICLR 2024 Consecutive Batch Model Editing with HooK Layers EMNLP 2024 Don’t Just Say “I don’t know”! Self-aligning Large Language Models for Responding to Unknown Questions with Explanations EMNLP 2024 WatME: Towards Lossless Watermarking Through Lexical Redundancy ACL 2024 Experience as Source for Anticipation and Planning: Experiential Policy Learning for Target-driven Recommendation Dialogues EMNLP 2024 Beyond Factuality: A Comprehensive Evaluation of Large Language Models as Knowledge Generators EMNLP 2023 Knowledge-enhanced Mixed-initiative Dialogue System for Emotional Support Conversations ACL 2023 PeerDA: Data Augmentation via Modeling Peer Relation for Span Identification Tasks ACL 2023 Product Question Answering in E-Commerce: A Survey ACL 2023 Goal Awareness for Conversational AI: Proactivity, Non-collaborativity, and Beyond ACL 2023 Towards Robust Personalized Dialogue Generation via Order-Insensitive Representation Regularization ACL 2023 Blurred-Dilated Method for Adversarial Attacks NIPS 2023 Attack Prompt Generation for Red Teaming and Defending Large Language Models EMNLP 2023 DepWiGNN: A Depth-wise Graph Neural Network for Multi-hop Spatial Reasoning in Text EMNLP 2023 Unifying Text, Tables, and Images for Multimodal Question Answering EMNLP 2023 Large Language Models as Source Planner for Personalized Knowledge-grounded Dialogues EMNLP 2023 Prompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaboration EMNLP 2023 Cue-CoT: Chain-of-thought Prompting for Responding to In-depth Dialogue Questions with LLMs EMNLP 2023 A Survey on Proactive Dialogue Systems: Problems, Methods, and Prospects IJCAI 2023 PACIFIC: Towards Proactive Conversational Question Answering over Tabular and Textual Data in Finance EMNLP 2022 ConReader: Exploring Implicit Relations in Contracts for Contract Clause Extraction EMNLP 2022 Blaschke Product Neural Networks (BPNN): A Physics-Infused Neural Network for Phase Retrieval of Meromorphic Functions ICLR 2022 Towards Generative Aspect-Based Sentiment Analysis IJCNLP 2021 Aspect-based Sentiment Analysis in Question Answering Forums EMNLP 2021 Towards Generative Aspect-Based Sentiment Analysis ACL 2021 Exploiting Reasoning Chains for Multi-hop Science Question Answering EMNLP 2021 Factual Consistency Evaluation for Text Summarization via Counterfactual Estimation EMNLP 2021 Aspect Sentiment Quad Prediction as Paraphrase Generation EMNLP 2021 Learning to Rank Question Answer Pairs with Bilateral Contrastive Data Augmentation EMNLP 2021 Multi-hop Inference for Question-driven Summarization EMNLP 2020 AnswerFact: Fact Checking in Product Question Answering EMNLP 2020 Intra-/Inter-Interaction Network with Latent Interaction Modeling for Multi-turn Response Selection COLING 2020 Joint Learning of Answer Selection and Answer Summary Generation in Community Question Answering AAAI 2020 Multi-Task Learning with Multi-View Attention for Answer Selection and Knowledge Base Question Answering AAAI 2019 Knowledge as A Bridge: Improving Cross-domain Answer Selection with External Knowledge COLING 2018