Xuan Ren
3 papers · 2023–2025 · 1 venue · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
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Hot Topic Early Bird
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Deep Learning
(3)
Machine Learning
(3)
Learning Types · Deep Learning
(3)
Artificial Intelligence
(2)
Learning Paradigms
(2)
Learning Types · Machine Learning
(2)
Models
(2)
Natural Language Processing
(1)
Application Areas
(1)
Core AI
(1)
Core Methods
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
large language model
(2)
transfer learning
(1)
natural language processing
(1)
in-context learning
(1)
response generation
(1)
natural language understanding
(1)
out-of-distribution generalization
(1)
machine learning
(1)
distribution shift
(1)
synthetic data
(1)
data selection
(1)
perplexity metric
(1)
reasoning task
(1)
model capability
(1)
domain generalization
(1)
model familiarity
(1)
Papers
Efficiently Selecting Response Generation Strategies for Synthetic Data Construction by Self-Aligned Perplexity
EMNLP 2025
I Learn Better If You Speak My Language: Understanding the Superior Performance of Fine-Tuning Large Language Models with LLM-Generated Responses
EMNLP 2024
Out-of-Distribution Generalization in Natural Language Processing: Past, Present, and Future
EMNLP 2023