Yuxuan Ye
4 papers · 2021–2026 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
Top co-authors
Research topics
Machine Learning
(3)
Natural Language Processing
(3)
Learning Types · Machine Learning
(2)
Artificial Intelligence
(1)
Deep Learning
(1)
Reinforcement Learning
(1)
Applications · Reinforcement Learning
(1)
Applications · Natural Language Processing
(1)
Core AI
(1)
Core Methods
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Resources & Methods
(1)
Keywords
reinforcement learning
(2)
preference learning
(1)
reading comprehension
(1)
language model
(1)
supervised fine-tuning
(1)
reward shaping
(1)
user feedback
(1)
word embedding
(1)
canonical correlation
(1)
abstractive summarization
(1)
multi-document summarization
(1)
factual consistency
(1)
timeline summarization
(1)
small language model
(1)
test-taking strategy
(1)
linear composition
(1)
embedding evaluation
(1)
representation learning
(1)
factuality checking
(1)
Papers
Teaching Language Models to Check Grounded Claim Factuality with Human Test-Taking Strategies
ACL 2026
Optimising Factual Consistency in Summarisation via Preference Learning from Multiple Imperfect Metrics
EMNLP 2025
Quantifying Compositionality of Classic and State-of-the-Art Embeddings
EMNLP 2025
A Proposal: Interactively Learning to Summarise Timelines by Reinforcement Learning
ACL 2021