Discussion & Related
Language Calculus: An Algebraic Framework for LLM Composition
A mathematical framework that treats language models as algebraic objects with compositional structure.
October 7, 2025 · 2 min read
Reverse-Process Synthetic Data Generation for Math Reasoning
Training LLMs on mathematical reasoning by inverting easy-to-solve problems: generate derivatives, reverse them into integration exercises with full step-by-step solutions.
June 25, 2024 · 3 min read