Chunyuan Deng
10 papers · 2024–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (19) 🐣 Hot Topic Early Bird 💎 Century Club · Bronze
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Prolific Year · Productive
Top co-authors
Research topics
Artificial Intelligence
(7)
Core AI
(7)
Machine Learning
(6)
Natural Language Processing
(6)
Application Areas
(4)
Resources & Methods
(3)
Deep Learning
(2)
Core Methods
(2)
Generation
(2)
Learning Paradigms
(2)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Architectures
(1)
Clinical
(1)
Models
(1)
Keywords
large language model
(4)
data contamination
(2)
language model
(2)
transfer learning
(1)
natural language generation
(1)
named entity recognition
(1)
data augmentation
(1)
narrative generation
(1)
instruction tuning
(1)
model alignment
(1)
object hallucination
(1)
vision-language model
(1)
model fine-tuning
(1)
evaluation benchmark
(1)
hallucination detection
(1)
text generation
(1)
principal component analysis
(1)
human preference
(1)
attention weight
(1)
reward modeling
(1)
Papers
Learning Distribution-wise Control in Representation Space for Language Models
ICML 2025
Rethinking Diverse Human Preference Learning through Principal Component Analysis
ACL 2025
SAFR: Neuron Redistribution for Interpretability
NAACL 2025
Better Late Than Never: Model-Agnostic Hallucination Post-Processing Framework Towards Clinical Text Summarization
ACL 2024
Investigating Data Contamination in Modern Benchmarks for Large Language Models
NAACL 2024
MIMIR: A Customizable Agent Tuning Platform for Enhanced Scientific Applications
EMNLP 2024
ProgGen: Generating Named Entity Recognition Datasets Step-by-step with Self-Reflexive Large Language Models
ACL 2024
Simulated Misinformation Susceptibility (SMISTS): Enhancing Misinformation Research with Large Language Model Simulations
ACL 2024
Think Before You Act: A Two-Stage Framework for Mitigating Gender Bias Towards Vision-Language Tasks
NAACL 2024
Unveiling the Spectrum of Data Contamination in Language Model: A Survey from Detection to Remediation
ACL 2024