Deqing Yang
36 papers · 2019–2026 · 7 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
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🗺️ Taxonomy Completionist (82) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Gold 🐣 Hot Topic Early Bird
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Dynamic Duo
(23)
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Topic Evolution
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Deep Specialist
(11)
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Renaissance Researcher
(7)
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Unstoppable · Bronze
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The Questioner
(3)
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Prolific Year · Prolific
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Century Club · Bronze
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Trend Setter
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Keyword Collector
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Research topics
Natural Language Processing
(27)
Machine Learning
(24)
Artificial Intelligence
(22)
Core AI
(21)
Deep Learning
(14)
Applications
(14)
Learning Types · Machine Learning
(14)
Resources & Methods
(10)
Core Methods
(7)
Generation
(7)
Learning Types · Deep Learning
(7)
Application Areas
(5)
Understanding
(5)
Knowledge & Reasoning
(4)
Models
(4)
Keywords
large language model
(13)
language model
(5)
relation extraction
(5)
knowledge distillation
(4)
analogical reasoning
(3)
knowledge graph
(3)
hallucination mitigation
(3)
text generation
(3)
first-order logic
(2)
uncertainty modeling
(2)
catastrophic forgetting
(2)
transfer learning
(2)
autonomous agent
(2)
continual learning
(2)
few-shot learning
(2)
information retrieval
(2)
uncertainty quantification
(2)
question answering
(2)
mathematical reasoning
(2)
contrastive learning
(2)
Papers
ComLQ: Benchmarking Complex Logical Queries in Information Retrieval
AAAI 2026
Outcome-Grounded Advantage Reshaping for Fine-Grained Credit Assignment in Mathematical Reasoning
ACL 2026
What Makes an Ideal Quote? Recommending “Unexpected yet Rational” Quotations via Novelty
ACL 2026
BOOKWORLD: From Novels to Interactive Agent Societies for Story Creation
ACL 2025
Curse of Knowledge: Your Guidance and Provided Knowledge are biasing LLM Judges in Complex Evaluation
EMNLP 2025
EASYTOOL: Enhancing LLM-based Agents with Concise Tool Instruction
NAACL 2025
EvoAgent: Towards Automatic Multi-Agent Generation via Evolutionary Algorithms
NAACL 2025
Implicit Reasoning in Transformers is Reasoning through Shortcuts
ACL 2025
Logical Consistency is Vital: Neural-Symbolic Information Retrieval for Negative-Constraint Queries
ACL 2025
LoGU: Long-form Generation with Uncertainty Expressions
ACL 2025
Mitigating Out-of-Entity Errors in Named Entity Recognition: A Sentence-Level Strategy
COLING 2025
Past Meets Present: Creating Historical Analogy with Large Language Models
ACL 2025
PunMemeCN: A Benchmark to Explore Vision-Language Models’ Understanding of Chinese Pun Memes
EMNLP 2025
SELFGOAL: Your Language Agents Already Know How to Achieve High-level Goals
NAACL 2025
Skeletons Matter: Dynamic Data Augmentation for Text-to-Query
EMNLP 2025
UNCLE: Benchmarking Uncertainty Expressions in Long-Form Generation
EMNLP 2025
“A good pun is its own reword”: Can Large Language Models Understand Puns?
EMNLP 2024
ANALOGYKB: Unlocking Analogical Reasoning of Language Models with A Million-scale Knowledge Base
ACL 2024
Boosting Scientific Concepts Understanding: Can Analogy from Teacher Models Empower Student Models?
EMNLP 2024
Capturing Minds, Not Just Words: Enhancing Role-Playing Language Models with Personality-Indicative Data
EMNLP 2024
Evaluating Character Understanding of Large Language Models via Character Profiling from Fictional Works
EMNLP 2024
Faster Local Solvers for Graph Diffusion Equations
NeurIPS 2024
Improving Recall of Large Language Models: A Model Collaboration Approach for Relational Triple Extraction
COLING 2024
Iterative Methods via Locally Evolving Set Process
NeurIPS 2024
Negation Triplet Extraction with Syntactic Dependency and Semantic Consistency
COLING 2024
Reason from Fallacy: Enhancing Large Language Models’ Logical Reasoning through Logical Fallacy Understanding
NAACL 2024
ToNER: Type-oriented Named Entity Recognition with Generative Language Model
COLING 2024
Beneath Surface Similarity: Large Language Models Make Reasonable Scientific Analogies after Structure Abduction
EMNLP 2023
Causality-aware Concept Extraction based on Knowledge-guided Prompting
ACL 2023
Distilling Script Knowledge from Large Language Models for Constrained Language Planning
ACL 2023
Generative Entity Typing with Curriculum Learning
EMNLP 2022
Improving Continual Relation Extraction through Prototypical Contrastive Learning
COLING 2022
Relation-Specific Attentions over Entity Mentions for Enhanced Document-Level Relation Extraction
NAACL 2022
Refining Sample Embeddings with Relation Prototypes to Enhance Continual Relation Extraction
ACL 2021
Convolutional Gaussian Embeddings for Personalized Recommendation with Uncertainty
IJCAI 2019
Relation Extraction Using Supervision from Topic Knowledge of Relation Labels
IJCAI 2019