Papers by Aakash Kumar Agarwal
ReDepress: A Cognitive Framework for Detecting Depression Relapse from Social Media (2025.emnlp-main)
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Aakash Kumar Agarwal, Saprativa Bhattacharjee, Mauli Rastogi, Jemima S. Jacob, Biplab Banerjee, Rashmi Gupta, Pushpak Bhattacharyya
| Challenge: | Almost 50% of depression patients face the risk of going into relapse. |
| Approach: | They propose to validate a social media dataset on depression relapse using cognitive theories of depression. |
| Outcome: | The first clinically validated social media dataset focused on depression relapse comprises 204 Reddit users annotated by mental health professionals. |