Wenmin Deng
3 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (5) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(14)
Conferences
ACL (1)
ACML (1)
COLING (1)
Top co-authors
Keywords
large language model
(2)
contrastive learning
(1)
reward modeling
(1)
few-shot learning
(1)
policy optimization
(1)
text classification
(1)
data augmentation
(1)
process reward
(1)
structured datum
(1)
label dependency
(1)
hierarchical multi-label classification
(1)
semantic feature
(1)
structured reasoning
(1)
process reward modeling
(1)
structured data extraction
(1)
data construction pipeline
(1)
gradient reward policy optimization
(1)
graph neural network
(1)
hypergraph attention
(1)
data construction
(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