Weiming Lu

AutoTaskEval: Towards Domain-Specific and Fine-Grained Evaluation for LLMs ACL 2026 CoVerRL: Breaking the Consensus Trap in Label-Free Reasoning via Generator-Verifier Co-Evolution ACL 2026 Embodied-Reasoner: Synergizing Visual Search, Reasoning, and Action for Embodied Interactive Tasks ACL 2026 Experience-driven Multi-turn Reinforcement Learning for GUI Agents ACL 2026 GUI-G²: Gaussian Reward Modeling for GUI Grounding AAAI 2026 GUI-SAGE: Enhancing GUI Automation with Self-Explanatory Learning CVPR 2026 Leveraging Outline-Optimized Generative Interactions and Critique for Self-Refining Outlines with Reinforcement Learning ACL 2026 Phun-Bench: Evaluating LLMs on Phonological Understanding in Chinese ACL 2026 Reality vs Counterfactual: Multi-World Contrastive Reinforcement Learning for Enhancing MLLM’s Theory of Mind in Egocentric Videos AAAI 2026 Seeing but Not Thinking: Routing Distraction in Multimodal Mixture-of-Experts ACL 2026 Test-Time Reinforcement Learning for GUI Grounding via Region Consistency AAAI 2026 UI-Copilot: Advancing Long-Horizon GUI Automation via Tool-Integrated Policy Optimization ACL 2026 2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining ICCV 2025 AskToAct: Enhancing LLMs Tool Use via Self-Correcting Clarification EMNLP 2025 DB-Explore: Automated Database Exploration and Instruction Synthesis for Text-to-SQL EMNLP 2025 Enhancing LLM Language Adaption through Cross-lingual In-Context Pre-training EMNLP 2025 From English to Second Language Mastery: Enhancing LLMs with Cross-Lingual Continued Instruction Tuning ACL 2025 G2LDetect: A Global-to-Local Approach for Hallucination Detection AAAI 2025 Legal Judgment Prediction based on Knowledge-enhanced Multi-Task and Multi-Label Text Classification NAACL 2025 Logic: Long-form Outline Generation via Imitative and Critical Self-refinement EMNLP 2025 ProSwitch: Knowledge-Guided Instruction Tuning to Switch Between Professional and Non-Professional Responses IJCNLP 2025 Scaling LLMs’ Social Reasoning: Sprinkle Cognitive “Aha Moment” into Fundamental Long-thought Logical Capabilities ACL 2025 STaR-SQL: Self-Taught Reasoner for Text-to-SQL ACL 2025 Advancing Process Verification for Large Language Models via Tree-Based Preference Learning EMNLP 2024 Agent-Pro: Learning to Evolve via Policy-Level Reflection and Optimization ACL 2024 Chain-of-Quizzes: Pedagogy-inspired Example Selection in In-Context-Learning ACL 2024 De-biased Attention Supervision for Text Classification with Causality AAAI 2024 Information Re-Organization Improves Reasoning in Large Language Models NeurIPS 2024 Insert or Attach: Taxonomy Completion via Box Embedding ACL 2024 Learning Global Controller in Latent Space for Parameter-Efficient Fine-Tuning ACL 2024 Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Model EMNLP 2024 Progressive Tuning: Towards Generic Sentiment Abilities for Large Language Models ACL 2024 Self-Contrast: Better Reflection Through Inconsistent Solving Perspectives ACL 2024 TaskBench: Benchmarking Large Language Models for Task Automation NeurIPS 2024 TimeToM: Temporal Space is the Key to Unlocking the Door of Large Language Models’ Theory-of-Mind ACL 2024 Triad: A Framework Leveraging a Multi-Role LLM-based Agent to Solve Knowledge Base Question Answering EMNLP 2024 Unleashing the Power of LLMs in Court View Generation by Stimulating Internal Knowledge and Incorporating External Knowledge NAACL 2024 An Expression Tree Decoding Strategy for Mathematical Equation Generation EMNLP 2023 A Set Prediction Network For Extractive Summarization ACL 2023 DAMO-NLP at SemEval-2023 Task 2: A Unified Retrieval-augmented System for Multilingual Named Entity Recognition SemEval 2023 DiffusionNER: Boundary Diffusion for Named Entity Recognition ACL 2023 Enhancing Emotion Recognition in Conversation via Multi-view Feature Alignment and Memorization EMNLP 2023 Focus-aware Response Generation in Inquiry Conversation ACL 2023 Good Meta-tasks Make A Better Cross-lingual Meta-transfer Learning for Low-resource Languages EMNLP 2023 HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face NeurIPS 2023 MProto: Multi-Prototype Network with Denoised Optimal Transport for Distantly Supervised Named Entity Recognition EMNLP 2023 Precedent-Enhanced Legal Judgment Prediction with LLM and Domain-Model Collaboration EMNLP 2023 PromptNER: Prompt Locating and Typing for Named Entity Recognition ACL 2023 Struct-XLM: A Structure Discovery Multilingual Language Model for Enhancing Cross-lingual Transfer through Reinforcement Learning EMNLP 2023 A Closed-Loop Perception, Decision-Making and Reasoning Mechanism for Human-Like Navigation IJCAI 2022 DAMO-NLP at SemEval-2022 Task 11: A Knowledge-based System for Multilingual Named Entity Recognition SemEval 2022 De-Bias for Generative Extraction in Unified NER Task ACL 2022 Improving Complex Knowledge Base Question Answering via Question-to-Action and Question-to-Question Alignment EMNLP 2022 Minimally-Supervised Relation Induction from Pre-trained Language Model NAACL 2022 Multi-View Reasoning: Consistent Contrastive Learning for Math Word Problem EMNLP 2022 Parallel Instance Query Network for Named Entity Recognition ACL 2022 Prompting to Distill: Boosting Data-Free Knowledge Distillation via Reinforced Prompt IJCAI 2022 Propose-and-Refine: A Two-Stage Set Prediction Network for Nested Named Entity Recognition IJCAI 2022 Query-based Instance Discrimination Network for Relational Triple Extraction EMNLP 2022 Towards Interactivity and Interpretability: A Rationale-based Legal Judgment Prediction Framework EMNLP 2022 A Sequence-to-Set Network for Nested Named Entity Recognition IJCAI 2021 Heterogeneous Graph Neural Networks for Concept Prerequisite Relation Learning in Educational Data NAACL 2021 Locate and Label: A Two-stage Identifier for Nested Named Entity Recognition ACL 2021 MuVER: Improving First-Stage Entity Retrieval with Multi-View Entity Representations EMNLP 2021 Adversarial Self-Supervised Data-Free Distillation for Text Classification EMNLP 2020 Multi-hop Reading Comprehension across Documents with Path-based Graph Convolutional Network IJCAI 2020 SynET: Synonym Expansion using Transitivity EMNLP 2020 Concept Extraction and Prerequisite Relation Learning from Educational Data AAAI 2019 Diverse Image Captioning via GroupTalk IJCAI 2016 Short Text Understanding by Leveraging Knowledge into Topic Model NAACL 2015 Sketch the Storyline with CHARCOAL: A Non-Parametric Approach IJCAI 2015