Language Models

Infinigram: Corpus-Based Language Modeling via Suffix Arrays with LLM Probability Mixing

Infinigram: Variable-Length N-grams via Suffix Arrays

A corpus-based language model using suffix arrays for O(m log n) pattern matching and LLM probability mixing.

Language Calculus: An Algebraic Framework for LLM Composition

A mathematical framework that treats language models as algebraic objects with rich compositional structure.