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Rosy Southwell

3 accepted papers

2025

ScanEZ: Integrating Cognitive Models with Self-Supervised Learning for Spatiotemporal Scanpath Prediction

ACL 2025short

Accurately predicting human scanpaths during reading is vital for diverse fields and downstream tasks, from educational technologies to automatic question answering. To date, however, progress in this direction remains limited by scarce gaze data. We overcome the issue with ScanEZ, a self-supervised…

Cited by 0SourcePDFScholar
2024

Automatic Speech Recognition Tuned for Child Speech in the Classroom

ICASSP 2024accepted

K-12 school classrooms have proven to be a challenging environment for Automatic Speech Recognition (ASR) systems, both due to background noise and conversation, and differences in linguistic and acoustic properties from adult speech, on which the majority of ASR systems are trained and evaluated. W…

Cited by 0SourceScholar
2023

Mind the Gap between the Application Track and the Real World

ACL 2023short

Recent advances in NLP have led to a rise in inter-disciplinary and application-oriented research. While this demonstrates the growing real-world impact of the field, research papers frequently feature experiments that do not account for the complexities of realistic data and environments. To explor…

Cited by 2SourcePDFScholar