Colin Zhang
3 papers · 2025–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(13)
Top co-authors
Research topics
Deep Learning
(3)
Machine Learning
(3)
Models
(3)
Learning Types · Deep Learning
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Applications
(1)
Core AI
(1)
Core Methods
(1)
Learning Types · Machine Learning
(1)
Methods
(1)
Keywords
attention mechanism
(1)
fact verification
(1)
natural language inference
(1)
data augmentation
(1)
question answering
(1)
multi-label classification
(1)
optimization
(1)
diffusion model
(1)
language model
(1)
generative ai
(1)
hallucination detection
(1)
long-context training
(1)
language model pretraining
(1)
long-context learning
(1)
claim detection
(1)
scientific content
(1)
token shuffling
(1)
post training
(1)
rlhf
(1)
gradient
(1)
Papers
David and Goliath: Small One-step Model Beats Large Diffusion with Score Post-training
ICML 2025
Overview of the SciHal25 Shared Task on Hallucination Detection for Scientific Content
ACL 2025
Untie the Knots: An Efficient Data Augmentation Strategy for Long-Context Pre-Training in Language Models
ACL 2025