Hongyi Liu

Intrinsic Entropy of Context Length Scaling in LLMs

Jackpot: Align Actor-Policy Distribution for scalable and stable RL for LLM

Multiverse: Your Language Models Secretly Decide How to Parallelize and Merge Generation

GSM-$\infty$: How Do your LLMs Behave over Infinitely Increasing Reasoning Complexity and Context Length?

FACTOR: Factoring Complexity and Context Length in Long-Context Model Evaluation