most citedA Comprehensive Analysis of Tokenization and Self-Supervised Learning in End-to-End Automatic Speech Recognition applied on French Language

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cs.AI2026

Trace Evolution Bench: Measuring Whether Agents Improve from Their Own Environment Traces

Fangfei Li, Chenyang Zhao, Long Wang +2

Self-evolving agents are usually scored by endpoint Gain: held-out success after an update minus success before. That difference can credit a frozen rescore as evolution. We introd…