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Rohit Sridhar

3 accepted papers

2023

PopSign ASL v1.0: An Isolated American Sign Language Dataset Collected via Smartphones

NeurIPS 2023poster

PopSign is a smartphone-based bubble-shooter game that helps hearing parents of deaf infants learn sign language. To help parents practice their ability to sign, PopSign is integrating sign language recognition as part of its gameplay. For training the recognizer, we introduce the PopSign ASL v1.0 d…

Cited by 14SourcePDFScholar
2022

Identifying and Mitigating Spurious Correlations for Improving Robustness in NLP Models

NAACL 2022findings

Recently, NLP models have achieved remarkable progress across a variety of tasks; however, they have also been criticized for being not robust. Many robustness problems can be attributed to models exploiting “spurious correlations”, or “shortcuts” between the training data and the task labels. Most…