3 papers
cs.CL2025
Long Chain-of-Thought Reasoning Across Languages
Josh Barua, Seun Eisape, Kayo Yin +1
While large reasoning models have shown remarkable ability to generate long chains-of-thought (CoTs) in English, we still lack understanding of how these long-form reasoning abilit…
cs.CL2024
Using Language Models to Disambiguate Lexical Choices in Translation
Josh Barua, Sanjay Subramanian, Kayo Yin +1
In translation, a concept represented by a single word in a source language can have multiple variations in a target language. The task of lexical selection requires using context…
cs.CV2023
Improving Medical Visual Representations via Radiology Report Generation
Keegan Quigley, Miriam Cha, Josh Barua +4
Vision-language pretraining has been shown to produce high-quality visual encoders which transfer efficiently to downstream computer vision tasks. Contrastive learning approaches h…