ModelFront at LocWorld54

October 14–16, 2025
Monterey, California

The ModelFront team was in Monterey for LocWorld54.

LocWorld is the top translation industry event. ModelFront technical co-founder and CEO Adam Bittlingmayer served on the program committee for LocWorld54.

Adam also moderated the talk by Meta on evaluating multilingual LLMs, featuring speakers from both Meta research and the Meta localization team.

The Role of Locally Relevant Content in Evaluating Multilingual LLMs
October 15, 2025
Nikolay Bogoychev, Kriz Chan, Adam Bittlingmayer

Evaluation of the multilingual capabilities of LLMs is a hard topic which receives surprisingly little attention in many prominent LLM releases. Even when LLMs are evaluated across multiple languages, the evaluation data often translated from English, meaning that the knowledge and skills they evaluate are English/Western-centric.

Talk page → (opens in a new tab)