Xuan Ren
3 papers · 2023–2025 · 1 conference · across top CS/AI conferences
Achievements
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π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(15)
π§
Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
EMNLP (3)
Top co-authors
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 datum
(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