AI Scientist

REPA: Reproducibility Evaluation via an Autonomous Pipeline Architecture

We introduce REPA, an LLM-powered pipeline that reproduces text classification experiments from paper descriptions through protocol extraction, input preparation, experiment generation, and evaluation.

Nura Tamton, Yisong Miao, Min-Yen Kan