Weiqi Wang

41 papers · 2019–2026 · 7 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (10) 🧭 Keyword Pioneer 🌍 Conference Polyglot (7) 🏃 Academic Marathon (6) 🐝 Cross-Pollinator (10) 🌈 Renaissance Researcher (9) 🤝 Dynamic Duo (34) 🔬 Deep Specialist (10) 📈 Trend Setter ❓ The Questioner (3) 💎 Century Club (40) 🗃️ Keyword Collector (194) ⚡ Prolific Year (12)

Conferences

EMNLP (18) ACL (14) EACL (3) NAACL (2) SEMEVAL (2) JMLR (1) NIPS (1)

Top co-authors

Yangqiu Song (35) Tianqing Fang (15) Xin Liu (14) Baixuan Xu (14) Jiaxin Bai (12) Haochen Shi (11) Zhaowei Wang (6) Tianshi Zheng (6) Wenxuan Ding (6) Zheye Deng (5)

Keywords

large language model (22) question answering (9) commonsense reasoning (7) zero-shot learning (6) language model (4) multimodal learning (4) knowledge graph (3) knowledge base (3) benchmark evaluation (3) text classification (3) few-shot learning (3) natural language inference (3) benchmark dataset (2) inductive reasoning (2) synthetic datum (2) prompt engineering (2) claim verification (2) knowledge distillation (2) domain adaptation (2) information extraction (2)

Papers

Intention Knowledge Graph Construction for User Intention Relation Modeling EACL 2026

KnowShiftQA: How Robust are RAG Systems when Textbook Knowledge Shifts in K-12 Education? ACL 2025

Unmasking Deceptive Visuals: Benchmarking Multimodal Large Language Models on Misleading Chart Question Answering EMNLP 2025

From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery EMNLP 2025

On the Role of Entity and Event Level Conceptualization in Generalizable Reasoning: A Survey of Tasks, Methods, Applications, and Future Directions EMNLP 2025

CLAIMCHECK: How Grounded are LLM Critiques of Scientific Papers? EMNLP 2025

Physics-Informed Deep Learning and Compressive Collocation for High-Dimensional Diffusion-Reaction Equations: Practical Existence Theory and Numerics JMLR 2025

Revisiting Epistemic Markers in Confidence Estimation: Can Markers Accurately Reflect Large Language Models’ Uncertainty? ACL 2025

ConKE: Conceptualization-Augmented Knowledge Editing in Large Language Models for Commonsense Reasoning ACL 2025

Patterns Over Principles: The Fragility of Inductive Reasoning in LLMs under Noisy Observations ACL 2025

EcomScriptBench: A Multi-task Benchmark for E-commerce Script Planning via Step-wise Intention-Driven Product Association ACL 2025

MARS: Benchmarking the Metaphysical Reasoning Abilities of Language Models with a Multi-task Evaluation Dataset ACL 2025

Controllable Style Arithmetic with Language Models ACL 2025

KnowComp at DialAM-2024: Fine-tuning Pre-trained Language Models for Dialogical Argument Mining with Inference Anchoring Theory ACL 2024

Text-Tuple-Table: Towards Information Integration in Text-to-Table Generation via Global Tuple Extraction EMNLP 2024

IntentionQA: A Benchmark for Evaluating Purchase Intention Comprehension Abilities of Language Models in E-commerce EMNLP 2024

NegotiationToM: A Benchmark for Stress-testing Machine Theory of Mind on Negotiation Surrounding EMNLP 2024

GProofT: A Multi-dimension Multi-round Fact Checking Framework Based on Claim Fact Extraction EMNLP 2024

GoldCoin: Grounding Large Language Models in Privacy Laws via Contextual Integrity Theory EMNLP 2024

KnowComp at SemEval-2024 Task 9: Conceptualization-Augmented Prompting with Large Language Models for Lateral Reasoning SEMEVAL 2024

Exploring the Potential of ChatGPT on Sentence Level Relations: A Focus on Temporal, Causal, and Discourse Relations EACL 2024

KnowComp at SemEval-2024 Task 9: Conceptualization-Augmented Prompting with Large Language Models for Lateral Reasoning NAACL 2024

MIND: Multimodal Shopping Intention Distillation from Large Vision-language Models for E-commerce Purchase Understanding EMNLP 2024

AbsPyramid: Benchmarking the Abstraction Ability of Language Models with a Unified Entailment Graph NAACL 2024

CANDLE: Iterative Conceptualization and Instantiation Distillation from Large Language Models for Commonsense Reasoning ACL 2024

CAR: Conceptualization-Augmented Reasoner for Zero-Shot Commonsense Question Answering EMNLP 2023

COLA: Contextualized Commonsense Causal Reasoning from the Causal Inference Perspective ACL 2023

CAT: A Contextualized Conceptualization and Instantiation Framework for Commonsense Reasoning ACL 2023

FolkScope: Intention Knowledge Graph Construction for E-commerce Commonsense Discovery ACL 2023

KnowComp at SemEval-2023 Task 7: Fine-tuning Pre-trained Language Models for Clinical Trial Entailment Identification ACL 2023

StoryAnalogy: Deriving Story-level Analogies from Large Language Models to Unlock Analogical Understanding EMNLP 2023

Gold: A Global and Local-aware Denoising Framework for Commonsense Knowledge Graph Noise Detection EMNLP 2023

Complex Query Answering on Eventuality Knowledge Graph with Implicit Logical Constraints NIPS 2023

QADYNAMICS: Training Dynamics-Driven Synthetic QA Diagnostic for Zero-Shot Commonsense Question Answering EMNLP 2023

TILFA: A Unified Framework for Text, Image, and Layout Fusion in Argument Mining EMNLP 2023

KnowComp Submission for WMT23 Sign Language Translation Task EMNLP 2023

KnowComp Submission for WMT23 Word-Level AutoCompletion Task EMNLP 2023

KnowComp at SemEval-2023 Task 7: Fine-tuning Pre-trained Language Models for Clinical Trial Entailment Identification SEMEVAL 2023

Negation Scope Resolution for Chinese as a Second Language EACL 2021

Benchmarking Commonsense Knowledge Base Population with an Effective Evaluation Dataset EMNLP 2021

Cross-Sentence Grammatical Error Correction ACL 2019