Wenmin Deng
3 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
Venues
Top co-authors
Research topics
Machine Learning
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Natural Language Processing
(2)
Applications
(2)
Core AI
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Reinforcement Learning
(1)
Application Areas
(1)
Architectures
(1)
Learning Paradigms
(1)
Methods
(1)
Optimization & Theory
(1)
Keywords
large language model
(2)
contrastive learning
(1)
reward modeling
(1)
few-shot learning
(1)
policy optimization
(1)
text classification
(1)
data augmentation
(1)
hierarchical text classification
(1)
multi-label classification
(1)
process reward
(1)
structured data
(1)
label dependency
(1)
hierarchical multi-label classification
(1)
triplet loss
(1)
semantic feature
(1)
structured reasoning
(1)
process reward modeling
(1)
structured data extraction
(1)
data construction pipeline
(1)
gradient reward policy optimization
(1)
Papers
LLMSR@XLLM25: A Language Model-Based Pipeline for Structured Reasoning Data Construction
ACL 2025
LA-UCL: LLM-Augmented Unsupervised Contrastive Learning Framework for Few-Shot Text Classification
COLING 2024
Hyper-Label-Graph: Modeling Branch-Level Dependencies of Labels for Hierarchical Multi-Label Text Classification
ACML 2023