Author

Yusuke Iwasawa

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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

Preprint Jul 2026

Looped State-Space Language Models with Adaptive Exit-State Selection

Looped Mamba and Looped Hybrid Mamba-Transformer architectures, which repeatedly apply a shared Mamba block to introduce explicit finite-depth recurrent computation, are investigated and adaptive exit-state selection improves downstream performance at intermediate depths, while actual inference-time savings require add...

Zhenxuan Yu, Takeshi Kojima, Yutaka Matsuo et al. · 0 citations