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Ryotaro Kawata
Ryotaro Kawata
3
papers
5
total citations
papers (3)
When Does Metadata Conditioning (NOT) Work for Language Model Pre-Training? A Study with Context-Free Grammars
COLM 2025
arXiv
2
citations
Mixture of Experts Provably Detect and Learn the Latent Cluster Structure in Gradient-Based Learning
ICML 2025
arXiv
2
citations
From Shortcut to Induction Head: How Data Diversity Shapes Algorithm Selection in Transformers
NEURIPS 2025
arXiv
1
citations