An Open and Reproducible Deep Research Agent for Long-Form Question Answering

Ikuya Yamada, Wataru Ikeda, Ko Yoshida +5

We present an open deep research system for long-form question answering, selected as a winning system in the text-to-text track of the MMU-RAG competition at NeurIPS 2025. The sys…