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Alejandro R. Salamanca

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#natural language process... Preprint Sep 2026

Building Multilingual Bridges: Data Mixing as the Pillar of Generalization for In-Language Reasoning

It is shown the path to generalizing L2 reasoning to held-out languages goes through broader language coverage, readily available multilingual non-reasoning data, and a sufficient English reasoning backbone, indicating that reasoning is a language-agnostic behavior that can be transferred across typologically diverse l...

Mehrnaz Mofakhami, Ananya Sahu, Alejandro R. Salamanca et al. · 0 citations

Preprint Jul 2026

JudgeArena: A Unified Framework for Reproducible LLM-Judge Evaluation

JudgeArena is an open-source framework that unifies major LLM-judge benchmarks under a single interface with swappable judges and comprehensive metadata logging for increased transparency in reporting and reproducibility and enables systematic studies of judge choices.

Erlis Lushtaku, Bora Kargi, Ali Elganzory et al. · 0 citations