Yeqin Zhang
5 papers · 2022–2026 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(18)
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The Questioner
Top co-authors
Research topics
Machine Learning
(4)
Natural Language Processing
(4)
Artificial Intelligence
(3)
Core AI
(3)
Resources & Methods
(3)
Application Areas
(2)
Applications · Natural Language Processing
(2)
Generation
(2)
Learning Types · Machine Learning
(2)
Computer Science
(1)
Deep Learning
(1)
Reinforcement Learning
(1)
Applications · Computer Science
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Keywords
large language model
(2)
contrastive learning
(2)
offline reinforcement learning
(1)
response generation
(1)
text representation
(1)
code generation
(1)
dense retrieval
(1)
language model
(1)
text embedding
(1)
algorithm implementation
(1)
information seeking
(1)
noise contrastive estimation
(1)
dialogue system
(1)
machine learning algorithm
(1)
unsupervised adaptation
(1)
false negative
(1)
language agent
(1)
document grounding
(1)
context compression
(1)
task completion
(1)
Papers
Learning to Compress: Unlocking the Potential of Large Language Models for Text Representation
AAAI 2026
MLAlgo-Bench: Can Machines Implement Machine Learning Algorithms?
EMNLP 2025
Mitigating the Impact of False Negative in Dense Retrieval with Contrastive Confidence Regularization
AAAI 2024
Retrospex: Language Agent Meets Offline Reinforcement Learning Critic
EMNLP 2024
Doc2Bot: Accessing Heterogeneous Documents via Conversational Bots
EMNLP 2022