Possible Titles

• Learning Strategy-Aligned Latent-Variable Factorizations of Language Models
• (Learning) Strategy-Aligned Decompositions of Language Model Distributions
• Learning Router-Generator Factorizations of Language Model Distributions
• Factoring Language Model Distributions into Latent Strategies
• Factoring Strategy-Entangled Language Models with Router-Generator Latents
• Latent-Variable Decompositions of Language Model Distributions
• Learning disentangled factorizations of language models over latent abstract strategies
  • what's the best phrasing/ordering of this title?
• …: with applications to active exploration
• Uncovering/learning mixtures of strategies in language models via latent-variable router-generator factorization
• Learning latent variable router-generator factorization of (large) language models to disentangle reasoning strategies/modes
• Learning latent variable strategy-decompositions of (large) language models