Author

Ikuya Yamada

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#natural language process... Preprint Sep 2026

Lit3R: Retrieve-Relate-Read for Evidence-Grounded Question Answering over Scientific Literature

We describe tus-nlp's Lit3R (Retrieve-Relate-Read) system for LitTraceQA, a shared task for literature-grounded question answering that requires systems to retrieve relevant papers, identify supporting evidence, and generate answers. Lit3R combines off-the-shelf retrieval, reranking, and large language model (LLM) comp...

Akira Ise, Kotaro Kumagai, Yuta Yamaguchi et al. · 0 citations

Preprint Aug 2026

Bootstrapping Niche Multilingual Code Translation via Reinforcement Learning with Execution-Based Verifiable Supervision

This study establishes a reliable approach of data generation, training, and benchmarking, paving the way toward further bootstrapping the quality of many-to-many translation for programming languages.

Kouki Yuki, Jie Zeng, Kyoko Ogawa et al. · 0 citations