Publications

WWBP-SQT-lite: Difference Embeddings and Multi-level Models for Moments of Change Identification in Mental Health Forums

Published in CLPsych Task at North American Chapter of the ACL (Association for Computational Linguistics) [NAACL], 2022

This paper evaluates two approaches to capturing psychological changes in text: the first relies on computing the difference between the embedding of a message with the one that precedes it, the second relies on a “human-aware” multi-level recurrent transformer (HaRT).

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