Papers by Mario Aragon
DepressMind: A Depression Surveillance System for Social Media Analysis (2024.eacl-demo)
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| Challenge: | DepressMind is a tool for the analysis of social network data on depression . the tool explores multiple psychological dimensions associated with clinical depression based on the social network . |
| Approach: | They propose to use social network data to analyze clinical depression . they aim to link extracts from social networks with symptoms of the Beck Depression Inventory . |
| Outcome: | The tool explores multiple psychological dimensions associated with clinical depression and estimates the extent to which these symptoms manifest in language use. |
DisorBERT: A Double Domain Adaptation Model for Detecting Signs of Mental Disorders in Social Media (2023.acl-long)
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| Challenge: | Mental disorders affect millions of people worldwide and cause interference with their thinking and behavior. |
| Approach: | They propose to adapt a social media-based mental health model to automatically analyze social media content to detect signs of mental disorders. |
| Outcome: | The proposed model improves classification performance and competitiveness against state-of-the-art methods. |