Zhongfen Deng
8 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (18) π£ Hot Topic Early Bird
π₯
Mega-Team Β· Squad
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Unstoppable Β· Bronze
β
The Questioner
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Natural Language Processing
(4)
Machine Learning
(3)
Core AI
(3)
Resources & Methods
(3)
Deep Learning
(2)
Applications
(2)
Core Methods
(2)
Generation
(2)
Learning Paradigms
(2)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Application Areas
(1)
Architectures
(1)
Clinical
(1)
Keywords
large language model
(3)
attention mechanism
(1)
knowledge distillation
(1)
in-context learning
(1)
semantic parsing
(1)
hierarchical text classification
(1)
contextual representation
(1)
information maximization
(1)
label representation
(1)
retrieval-augmented generation
(1)
clinical note
(1)
knowledge retrieval
(1)
sentence encoder
(1)
knowledge injection
(1)
transformer-based model
(1)
attention score
(1)
agentic system
(1)
comparative analysis
(1)
nlp research
(1)
task-oriented parsing
(1)
Papers
A Survey of RAG-Reasoning Systems in Large Language Models
EMNLP 2025
kNN-ICL: Compositional Task-Oriented Parsing Generalization with Nearest Neighbor In-Context Learning
NAACL 2024
LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing
EMNLP 2024
Localize, Retrieve and Fuse: A Generalized Framework for Free-Form Question Answering over Tables
IJCNLP 2023
Named Entity Recognition via Machine Reading Comprehension: A Multi-Task Learning Approach
IJCNLP 2023
Can Current Explainability Help Provide References in Clinical Notes to Support Humans Annotate Medical Codes?
EMNLP 2022
HTCInfoMax: A Global Model for Hierarchical Text Classification via Information Maximization
NAACL 2021
Hierarchical Bi-Directional Self-Attention Networks for Paper Review Rating Recommendation
COLING 2020