Emmanuel Abbe

To Infinity and Beyond: Tool-Use Unlocks Length Generalization in State Space Models

AbstRaL: Augmenting LLMs' Reasoning by Reinforcing Abstract Thinking

RL for Reasoning by Adaptively Revealing Rationales

What makes the preferred thinking direction for LLM in Multi-choice Questions?

Algorithm Discovery With LLMs: Evolutionary Search Meets Reinforcement Learning

Inductive Domain Transfer In Misspecified Simulation-Based Inference

Learning High-Degree Parities: The Crucial Role of the Initialization

Visual Scratchpads: Enabling Global Reasoning in Vision