Weijie Yu
9 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (32) π Conference Polyglot Β· Bronze
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(53)
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Prolific Year Β· Productive
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(6)
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Research topics
Natural Language Processing
(7)
Artificial Intelligence
(6)
Machine Learning
(6)
Applications
(6)
Core AI
(5)
Application Areas
(3)
Learning Paradigms
(3)
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(3)
Deep Learning
(2)
Mathematics & Optimization
(2)
Core Methods
(2)
Optimization
(2)
Resources & Methods
(2)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Keywords
large language model
(4)
text matching
(2)
retrieval-augmented generation
(2)
optimal transport
(2)
semantic similarity
(2)
personalized search
(2)
semantic matching
(1)
curriculum learning
(1)
reinforcement learning
(1)
sequence representation
(1)
explainable ai
(1)
legal case retrieval
(1)
text representation
(1)
semantic space
(1)
domain adaptation
(1)
knowledge graph
(1)
information retrieval
(1)
text retrieval
(1)
mechanistic interpretability
(1)
mathematical reasoning
(1)
Papers
Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning
EMNLP 2025
CitaLaw: Enhancing LLM with Citations in Legal Domain
ACL 2025
Legal Mathematical Reasoning with LLMs: Procedural Alignment through Two-Stage Reinforcement Learning
EMNLP 2025
MAPS: Motivation-Aware Personalized Search via LLM-Driven Consultation Alignment
ACL 2025
ReDeEP: Detecting Hallucination in Retrieval-Augmented Generation via Mechanistic Interpretability
ICLR 2025
Similarity = Value? Consultation Value-Assessment and Alignment for Personalized Search
EMNLP 2025
Logic Rules as Explanations for Legal Case Retrieval
COLING 2024
Optimal Partial Transport Based Sentence Selection for Long-form Document Matching
COLING 2022
Wasserstein Distance Regularized Sequence Representation for Text Matching in Asymmetrical Domains
EMNLP 2020