Author

Yu-Ming Feng

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#natural language process... Preprint Sep 2026

Index-Translate: A Multilingual Translation Model Family -- Text, Speech, Controlled Dubbing, and Long-Document Translation

We introduce Index-Translate, a multilingual translation model family that combines a shared multilingual foundation with specialized training for general translation, instruction following, speech translation, controlled dubbing, and long-document translation. It includes three model sizes, 2B, 9B, and 35B-A3B, and su...

Tian-Jiao Li, Meng-Ran Yu, Chen-Yu Shi et al. · 0 citations

#artificial intelligence Preprint Sep 2026

Translating the Translator: Decomposing the Cost of English-Forced Inter-Agent Communication

A statistically significant English-Forcing Tax (surviving a strict Bonferroni correction) is discovered that isolates the cost of English routing from general multi-agent orchestration overhead, reducing a compounding translation tax.

Kushagra Agrawal, Yu-Ming Feng, Man-Fai Leung · 0 citations