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cs.CL2024
Back to School: Translation Using Grammar Books
Jonathan Hus, Antonios Anastasopoulos
Machine translation systems for high resource languages perform exceptionally well and produce high quality translations. Unfortunately, the vast majority of languages are not cons…
cs.CV2024
Gloss2Text: Sign Language Gloss translation using LLMs and Semantically Aware Label Smoothing
Pooya Fayyazsanavi, Antonios Anastasopoulos, Jana Košecká
Sign language translation from video to spoken text presents unique challenges owing to the distinct grammar, expression nuances, and high variation of visual appearance across dif…
cs.CL2024
Script-Agnostic Language Identification
Milind Agarwal, Joshua Otten, Antonios Anastasopoulos
Language identification is used as the first step in many data collection and crawling efforts because it allows us to sort online text into language-specific buckets. However, man…