Papers by Alia El Bolock
C-Journal: A Journaling Application for Detecting and Classifying Cognitive Distortions Using Deep-Learning Based on a Crowd-sourced Dataset (2024.lrec-main)
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| Challenge: | Cognitive distortions are negatively biased thinking patterns and erroneous self-statements resulting from and leading to logical errors in one’s internal reasoning. |
| Approach: | They propose to provide an open-source labeled dataset of 14 cognitive distortions consisting of 34370 entries collected via crowd-sourcing, user questionnaires, and re-purposing emotions dataset from social media. |
| Outcome: | The proposed model was built into a free journaling and mood-tracking mobile application that pinpoints cognitive distortions to the users. |