3 papers
cs.CY2025
SESGO: Spanish Evaluation of Stereotypical Generative Outputs
Melissa Robles, Catalina Bernal, Denniss Raigoso +1
This paper addresses the critical gap in evaluating bias in multilingual Large Language Models (LLMs), with a specific focus on Spanish language within culturally-aware Latin Ameri…
cs.CL2025
Improving Low-Resource Translation with Dictionary-Guided Fine-Tuning and RL: A Spanish-to-Wayuunaiki Study
Manuel Mosquera, Melissa Robles, Johan Rodriguez +1
Low-resource machine translation remains a significant challenge for large language models (LLMs), which often lack exposure to these languages during pretraining and have limited…
math.LO2023
Pseudofiniteness and measurability of the everywhere infinite forest
Darío García, Melissa Robles
In this paper we study the theories of the infinite-branching tree and the -regular tree, and show that both of them are pseudofinite. Moreover, we show that they can be realize…