Wenqiang Lei

METRO: Towards Strategy Induction from Expert Dialogue Transcripts for Non-collaborative Dialogues ACL 2026 Empathy in Diversity: Personalized Depression and Anxiety Therapy via Dialogue State Tracking and Patient-Aware Planning ACL 2026 VP-Bench: A Comprehensive Benchmark for Visual Prompting in Multimodal Large Language Models AAAI 2026 AMaPO: Adaptive Margin-attached Preference Optimization for Language Model Alignment AAAI 2026 METER: Evaluating Multi-Level Contextual Causal Reasoning in Large Language Models ACL 2026 NL ⇒ Schedule: Evaluate Multitask Scheduling Capability of Large Language Models ACL 2026 E2EDev: Benchmarking Large Language Models in End-to-End Software Development Task ACL 2026 GraphOTTER: Evolving LLM-based Graph Reasoning for Complex Table Question Answering COLING 2025 Breaking the Stigma! Unobtrusively Probe Symptoms in Depression Disorder Diagnosis Dialogue NAACL 2025 CDW-CoT: Clustered Distance-Weighted Chain-of-Thoughts Reasoning AAAI 2025 LEGEND: Leveraging Representation Engineering to Annotate Safety Margin for Preference Datasets AAAI 2025 ELABORATION: A Comprehensive Benchmark on Human-LLM Competitive Programming ACL 2025 How to Enable Effective Cooperation Between Humans and NLP Models: A Survey of Principles, Formalizations, and Beyond ACL 2025 Cross-model Transferability among Large Language Models on the Platonic Representations of Concepts ACL 2025 Can Large Language Models Understand Internet Buzzwords Through User-Generated Content ACL 2025 SCOP: Evaluating the Comprehension Process of Large Language Models from a Cognitive View ACL 2025 ASTRO: Automatic Strategy Optimization For Non-Cooperative Dialogues ACL 2025 BAR: A Backward Reasoning based Agent for Complex Minecraft Tasks ACL 2025 STYLE: Improving Domain Transferability of Asking Clarification Questions in Large Language Model Powered Conversational Agents ACL 2024 Strength Lies in Differences! Improving Strategy Planning for Non-collaborative Dialogues via Diversified User Simulation EMNLP 2024 Towards Equipping Transformer with the Ability of Systematic Compositionality AAAI 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 Discursive Socratic Questioning: Evaluating the Faithfulness of Language Models’ Understanding of Discourse Relations ACL 2024 ARAIDA: Analogical Reasoning-Augmented Interactive Data Annotation ACL 2024 CLAMBER: A Benchmark of Identifying and Clarifying Ambiguous Information Needs in Large Language Models ACL 2024 CARE: A Clue-guided Assistant for CSRs to Read User Manuals ACL 2024 PAGED: A Benchmark for Procedural Graphs Extraction from Documents ACL 2024 TRAVEL: Tag-Aware Conversational FAQ Retrieval via Reinforcement Learning EMNLP 2023 Tailor: A Soft-Prompt-Based Approach to Attribute-Based Controlled Text Generation ACL 2023 Fantastic Expressions and Where to Find Them: Chinese Simile Generation with Multiple Constraints ACL 2023 Goal Awareness for Conversational AI: Proactivity, Non-collaborativity, and Beyond ACL 2023 Knowing-how & Knowing-that: A New Task for Machine Comprehension of User Manuals ACL 2023 Reduce Human Labor On Evaluating Conversational Information Retrieval System: A Human-Machine Collaboration Approach EMNLP 2023 Unifying Discrete and Continuous Representations for Unsupervised Paraphrase Generation EMNLP 2023 Towards Effective Automatic Debt Collection with Persona Awareness EMNLP 2023 Dynamic Voting for Efficient Reasoning in Large Language Models EMNLP 2023 Prompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaboration EMNLP 2023 A Survey on Proactive Dialogue Systems: Problems, Methods, and Prospects IJCAI 2023 Abstract Rule Learning for Paraphrase Generation IJCAI 2022 PACIFIC: Towards Proactive Conversational Question Answering over Tabular and Textual Data in Finance EMNLP 2022 Alibaba-Translate China’s Submission for WMT2022 Metrics Shared Task EMNLP 2022 ConReader: Exploring Implicit Relations in Contracts for Contract Clause Extraction EMNLP 2022 GCPG: A General Framework for Controllable Paraphrase Generation ACL 2022 Reconciliation of Pre-trained Models and Prototypical Neural Networks in Few-shot Named Entity Recognition EMNLP 2022 Alibaba-Translate China’s Submission for WMT 2022 Quality Estimation Shared Task EMNLP 2022 TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in Finance IJCNLP 2021 TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in Finance ACL 2021 GMH: A General Multi-hop Reasoning Model for KG Completion EMNLP 2021 Have We Solved The Hard Problem? It’s Not Easy! Contextual Lexical Contrast as a Means to Probe Neural Coherence AAAI 2021 POS-Constrained Parallel Decoding for Non-autoregressive Generation ACL 2021 POS-Constrained Parallel Decoding for Non-autoregressive Generation IJCNLP 2021 Generalized Relation Learning with Semantic Correlation Awareness for Link Prediction AAAI 2021 Re-examining the Role of Schema Linking in Text-to-SQL EMNLP 2020 Molweni: A Challenge Multiparty Dialogues-based Machine Reading Comprehension Dataset with Discourse Structure COLING 2020 Revisit Automatic Error Detection for Wrong and Missing Translation – A Supervised Approach IJCNLP 2019 Revisit Automatic Error Detection for Wrong and Missing Translation – A Supervised Approach EMNLP 2019 Sequicity: Simplifying Task-oriented Dialogue Systems with Single Sequence-to-Sequence Architectures ACL 2018 SWIM: A Simple Word Interaction Model for Implicit Discourse Relation Recognition IJCAI 2017