TY - GEN
T1 - IIITDWD@LT-EDI-2023 Unveiling Depression
T2 - 3rd Workshop on Language Technology for Equality, Diversity and Inclusion, LTEDI 2023
AU - Biradar, Shankar
AU - Saumya, Sunil
AU - Kavatagi, Sanjana
N1 - Publisher Copyright:
© 2023 LTEDI 2023 - 3rd Workshop on Language Technology for Equality, Diversity and Inclusion, associated with the 14th International Conference on Recent Advances in Natural Language Processing, RANLP 2023 - Proceedings. All rights reserved.
PY - 2023
Y1 - 2023
N2 - Depression is a global health crisis affecting millions. Workplace stress and unhealthy habits have risen, leading to more people with depressive symptoms. Early detection and prediction of depression are essential for timely intervention and support. Unfortunately, social stigma prevents many from seeking help, making early detection difficult. Therefore, alternative strategies for depression prediction, such as analysing social media posts, are being explored. LT-EDI@RANLP held a shared task to promote research in this field. Our team participated in the shared task and secured 21st rank with a macro F1 score of 0.36. This article summarises the model used in the shared task.
AB - Depression is a global health crisis affecting millions. Workplace stress and unhealthy habits have risen, leading to more people with depressive symptoms. Early detection and prediction of depression are essential for timely intervention and support. Unfortunately, social stigma prevents many from seeking help, making early detection difficult. Therefore, alternative strategies for depression prediction, such as analysing social media posts, are being explored. LT-EDI@RANLP held a shared task to promote research in this field. Our team participated in the shared task and secured 21st rank with a macro F1 score of 0.36. This article summarises the model used in the shared task.
UR - https://www.scopus.com/pages/publications/85184991345
UR - https://www.scopus.com/pages/publications/85184991345#tab=citedBy
U2 - 10.26615/978-954-452-084-7_017
DO - 10.26615/978-954-452-084-7_017
M3 - Conference contribution
AN - SCOPUS:85184991345
T3 - LTEDI 2023 - 3rd Workshop on Language Technology for Equality, Diversity and Inclusion, associated with the 14th International Conference on Recent Advances in Natural Language Processing, RANLP 2023 - Proceedings
SP - 117
EP - 123
BT - LTEDI 2023 - 3rd Workshop on Language Technology for Equality, Diversity and Inclusion, associated with the 14th International Conference on Recent Advances in Natural Language Processing, RANLP 2023 - Proceedings
A2 - Chakravarthi, Bharathi Raja
A2 - Bharathi, B.
A2 - Griffith, Joephine
A2 - Bali, Kalika
A2 - Buitelaar, Paul
PB - Incoma Ltd
Y2 - 7 September 2023
ER -