Weiqi Wang
43 papers · 2019–2026 · 7 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (7) π§ Keyword Pioneer π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10) π Academic Marathon (6)
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Academic Marathon
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Cross-Pollinator
(10)
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Renaissance Researcher
(9)
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Dynamic Duo
(34)
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Deep Specialist
(10)
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Trend Setter
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The Questioner
(3)
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Century Club
(40)
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Keyword Collector
(194)
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Prolific Year
(12)
Conferences
EMNLP (18)
ACL (16)
EACL (3)
NAACL (2)
SEMEVAL (2)
JMLR (1)
NIPS (1)
Top co-authors
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
InferenceDynamics: Adaptive LLM Routing through Structured Capability and Knowledge Profiling
ACL 2026
arXiv2Table: Toward Realistic Benchmarking and Evaluation for LLM-Based Literature-Review Table Generation
ACL 2026
Intention Knowledge Graph Construction for User Intention Relation Modeling
EACL 2026
Physics-Informed Deep Learning and Compressive Collocation for High-Dimensional Diffusion-Reaction Equations: Practical Existence Theory and Numerics
JMLR 2025
CLAIMCHECK: How Grounded are LLM Critiques of Scientific Papers?
EMNLP 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
KnowShiftQA: How Robust are RAG Systems when Textbook Knowledge Shifts in K-12 Education?
ACL 2025
Revisiting Epistemic Markers in Confidence Estimation: Can Markers Accurately Reflect Large Language Modelsβ Uncertainty?
ACL 2025
ConKE: Conceptualization-Augmented Knowledge Editing in Large Language Models for Commonsense Reasoning
ACL 2025
On the Role of Entity and Event Level Conceptualization in Generalizable Reasoning: A Survey of Tasks, Methods, Applications, and Future Directions
EMNLP 2025
Patterns Over Principles: The Fragility of Inductive Reasoning in LLMs under Noisy Observations
ACL 2025
From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery
EMNLP 2025
Unmasking Deceptive Visuals: Benchmarking Multimodal Large Language Models on Misleading Chart Question Answering
EMNLP 2025
Exploring the Potential of ChatGPT on Sentence Level Relations: A Focus on Temporal, Causal, and Discourse Relations
EACL 2024
CANDLE: Iterative Conceptualization and Instantiation Distillation from Large Language Models for Commonsense Reasoning
ACL 2024
KnowComp at DialAM-2024: Fine-tuning Pre-trained Language Models for Dialogical Argument Mining with Inference Anchoring Theory
ACL 2024
GoldCoin: Grounding Large Language Models in Privacy Laws via Contextual Integrity Theory
EMNLP 2024
MIND: Multimodal Shopping Intention Distillation from Large Vision-language Models for E-commerce Purchase Understanding
EMNLP 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
AbsPyramid: Benchmarking the Abstraction Ability of Language Models with a Unified Entailment Graph
NAACL 2024
KnowComp at SemEval-2024 Task 9: Conceptualization-Augmented Prompting with Large Language Models for Lateral Reasoning
NAACL 2024
KnowComp at SemEval-2024 Task 9: Conceptualization-Augmented Prompting with Large Language Models for Lateral Reasoning
SEMEVAL 2024
FolkScope: Intention Knowledge Graph Construction for E-commerce Commonsense Discovery
ACL 2023
COLA: Contextualized Commonsense Causal Reasoning from the Causal Inference Perspective
ACL 2023
KnowComp at SemEval-2023 Task 7: Fine-tuning Pre-trained Language Models for Clinical Trial Entailment Identification
SEMEVAL 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
ACL 2023
CAT: A Contextualized Conceptualization and Instantiation Framework for Commonsense Reasoning
ACL 2023
Complex Query Answering on Eventuality Knowledge Graph with Implicit Logical Constraints
NIPS 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
CAR: Conceptualization-Augmented Reasoner for Zero-Shot Commonsense Question Answering
EMNLP 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
Benchmarking Commonsense Knowledge Base Population with an Effective Evaluation Dataset
EMNLP 2021
Negation Scope Resolution for Chinese as a Second Language
EACL 2021
Cross-Sentence Grammatical Error Correction
ACL 2019