Weiming Lu

66 papers · 2015–2026 · 10 conferences · across top CS/AI conferences

Achievements

🏃 Academic Marathon (10) 🌍 Conference Polyglot (10) 🐝 Cross-Pollinator (13) 🌉 Interdisciplinary Bridge 🌈 Renaissance Researcher (9) 🗺️ Taxonomy Completionist (15) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏠 Conference Loyalist (20) 🤝 Dynamic Duo (39) 🧬 Topic Evolution 🔬 Deep Specialist (12) 🏆 Keyword Champion (2) 🚀 Conference Pioneer ⚡ Prolific Year (13) 🗃️ Keyword Collector (296) 📈 Trend Setter 💎 Century Club (63) 🔥 Unstoppable (7)

Conferences

EMNLP (20) ACL (18) IJCAI (7) AAAI (6) NAACL (6) NIPS (3) IJCNLP (2) SEMEVAL (2) AACL (1) ICCV (1)

Top co-authors

Yongliang Shen (42) Yueting Zhuang (22) Wenqi Zhang (20) Zeqi Tan (19) Fei Wu (8) Yiquan Wu (8) Guiyang Hou (7) Kun Kuang (7) Fei Huang (7) Xinyin Ma (7)

Research topics

Reasoning (1) Education (1)

Keywords

large language model (17) named entity recognition (12) knowledge base (6) reinforcement learning (4) cross-lingual transfer (4) contrastive learning (4) knowledge graph (4) few-shot learning (4) text classification (3) nested entity (3) legal judgment prediction (3) span classification (3) retrieval-augmented generation (3) information extraction (3) theory of mind (3) instruction tuning (3) knowledge distillation (3) entity extraction (3) text generation (2) sentiment analysis (2)

Papers

Reality vs Counterfactual: Multi-World Contrastive Reinforcement Learning for Enhancing MLLM’s Theory of Mind in Egocentric Videos AAAI 2026

Test-Time Reinforcement Learning for GUI Grounding via Region Consistency AAAI 2026

GUI-G²: Gaussian Reward Modeling for GUI Grounding AAAI 2026

ProSwitch: Knowledge-Guided Instruction Tuning to Switch Between Professional and Non-Professional Responses AACL 2025

Legal Judgment Prediction based on Knowledge-enhanced Multi-Task and Multi-Label Text Classification NAACL 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

AskToAct: Enhancing LLMs Tool Use via Self-Correcting Clarification EMNLP 2025

G2LDetect: A Global-to-Local Approach for Hallucination Detection AAAI 2025

From English to Second Language Mastery: Enhancing LLMs with Cross-Lingual Continued Instruction Tuning ACL 2025

STaR-SQL: Self-Taught Reasoner for Text-to-SQL ACL 2025

Scaling LLMs’ Social Reasoning: Sprinkle Cognitive “Aha Moment” into Fundamental Long-thought Logical Capabilities ACL 2025

ProSwitch: Knowledge-Guided Instruction Tuning to Switch Between Professional and Non-Professional Responses IJCNLP 2025

2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining ICCV 2025

Logic: Long-form Outline Generation via Imitative and Critical Self-refinement EMNLP 2025

Self-Contrast: Better Reflection Through Inconsistent Solving Perspectives ACL 2024

Insert or Attach: Taxonomy Completion via Box Embedding ACL 2024

Learning Global Controller in Latent Space for Parameter-Efficient Fine-Tuning ACL 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

TimeToM: Temporal Space is the Key to Unlocking the Door of Large Language Models’ Theory-of-Mind ACL 2024

Progressive Tuning: Towards Generic Sentiment Abilities for Large Language Models ACL 2024

Information Re-Organization Improves Reasoning in Large Language Models NIPS 2024

Triad: A Framework Leveraging a Multi-Role LLM-based Agent to Solve Knowledge Base Question Answering EMNLP 2024

Advancing Process Verification for Large Language Models via Tree-Based Preference Learning EMNLP 2024

Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Model EMNLP 2024

TaskBench: Benchmarking Large Language Models for Task Automation NIPS 2024

De-biased Attention Supervision for Text Classification with Causality AAAI 2024

Unleashing the Power of LLMs in Court View Generation by Stimulating Internal Knowledge and Incorporating External Knowledge NAACL 2024

HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face NIPS 2023

DiffusionNER: Boundary Diffusion for Named Entity Recognition ACL 2023

PromptNER: Prompt Locating and Typing for Named Entity Recognition ACL 2023

A Set Prediction Network For Extractive Summarization ACL 2023

Focus-aware Response Generation in Inquiry Conversation ACL 2023

DAMO-NLP at SemEval-2023 Task 2: A Unified Retrieval-augmented System for Multilingual Named Entity Recognition ACL 2023

An Expression Tree Decoding Strategy for Mathematical Equation Generation EMNLP 2023

MProto: Multi-Prototype Network with Denoised Optimal Transport for Distantly Supervised Named Entity Recognition EMNLP 2023

Struct-XLM: A Structure Discovery Multilingual Language Model for Enhancing Cross-lingual Transfer through Reinforcement Learning EMNLP 2023

Precedent-Enhanced Legal Judgment Prediction with LLM and Domain-Model Collaboration EMNLP 2023

Good Meta-tasks Make A Better Cross-lingual Meta-transfer Learning for Low-resource Languages EMNLP 2023

Enhancing Emotion Recognition in Conversation via Multi-view Feature Alignment and Memorization EMNLP 2023

DAMO-NLP at SemEval-2023 Task 2: A Unified Retrieval-augmented System for Multilingual Named Entity Recognition SEMEVAL 2023

Query-based Instance Discrimination Network for Relational Triple Extraction EMNLP 2022

Towards Interactivity and Interpretability: A Rationale-based Legal Judgment Prediction Framework EMNLP 2022

Improving Complex Knowledge Base Question Answering via Question-to-Action and Question-to-Question Alignment EMNLP 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

A Closed-Loop Perception, Decision-Making and Reasoning Mechanism for Human-Like Navigation IJCAI 2022

Minimally-Supervised Relation Induction from Pre-trained Language Model NAACL 2022

DAMO-NLP at SemEval-2022 Task 11: A Knowledge-based System for Multilingual Named Entity Recognition NAACL 2022

Parallel Instance Query Network for Named Entity Recognition ACL 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

Multi-View Reasoning: Consistent Contrastive Learning for Math Word Problem EMNLP 2022

A Sequence-to-Set Network for Nested Named Entity Recognition IJCAI 2021

Locate and Label: A Two-stage Identifier for Nested Named Entity Recognition IJCNLP 2021

Heterogeneous Graph Neural Networks for Concept Prerequisite Relation Learning in Educational Data NAACL 2021

MuVER: Improving First-Stage Entity Retrieval with Multi-View Entity Representations EMNLP 2021

Locate and Label: A Two-stage Identifier for Nested Named Entity Recognition ACL 2021

Multi-hop Reading Comprehension across Documents with Path-based Graph Convolutional Network IJCAI 2020

SynET: Synonym Expansion using Transitivity EMNLP 2020

Adversarial Self-Supervised Data-Free Distillation for Text Classification EMNLP 2020

Concept Extraction and Prerequisite Relation Learning from Educational Data AAAI 2019

Diverse Image Captioning via GroupTalk IJCAI 2016

Sketch the Storyline with CHARCOAL: A Non-Parametric Approach IJCAI 2015

Short Text Understanding by Leveraging Knowledge into Topic Model NAACL 2015