2 citations · 3 across the 5 of their papers we have counts for
5 papers
Targeted Linguistic Analysis of Sign Language Models with Minimal Translation Pairs
Serpil Karabüklü, Kanishka Misra, Shester Gueuwou +3
Models of sign language have historically lagged behind those for spoken language (text and speech). Recent work has greatly improved their performance on tasks like sign language…
SHuBERT: Self-Supervised Sign Language Representation Learning via Multi-Stream Cluster Prediction
Shester Gueuwou, Xiaodan Du, Greg Shakhnarovich +2
Sign language processing has traditionally relied on task-specific models, limiting the potential for transfer learning across tasks. Pre-training methods for sign language have ty…
SignMusketeers: An Efficient Multi-Stream Approach for Sign Language Translation at Scale
Shester Gueuwou, Xiaodan Du, Greg Shakhnarovich +1
A persistent challenge in sign language video processing, including the task of sign to written language translation, is how we learn representations of sign language in an effecti…
JWSign: A Highly Multilingual Corpus of Bible Translations for more Diversity in Sign Language Processing
Shester Gueuwou, Sophie Siake, Colin Leong +1
Advancements in sign language processing have been hindered by a lack of sufficient data, impeding progress in recognition, translation, and production tasks. The absence of compre…
Stance Prediction and Analysis of Twitter data : A case study of Ghana 2020 Presidential Elections
Shester Gueuwou, Rose-Mary Owusuaa Mensah Gyening
On December 7, 2020, Ghanaians participated in the polls to determine their president for the next four years. To gain insights from this presidential election, we conducted stance…