TY - GEN
T1 - VTUBGM@LT-EDI-2023
T2 - 3rd Workshop on Language Technology for Equality, Diversity and Inclusion, LTEDI 2023
AU - Kavatagi, Sanjana
AU - Rachh, Rashmi
AU - Biradar, Shankar
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 - Hope speech embodies optimistic and uplifting sentiments, aiming to inspire individuals to maintain faith in positive progress and actively contribute to a better future. In this article, we outline the model presented by our team, VTUBGM, for the shared task”Hope Speech Detection for Equality, Diversity, and Inclusion” at LT-EDI-RANLP 2023. This task entails classifying YouTube comments, which is a classification problem at the comment level. The task was conducted in four different languages: Bulgarian, English, Hindi, and Spanish, with our team participating in the English subtask. The suggested model was developed using layered differential training of the ULMFit and received a macro F1 score of 0.48, placing third in the competition.
AB - Hope speech embodies optimistic and uplifting sentiments, aiming to inspire individuals to maintain faith in positive progress and actively contribute to a better future. In this article, we outline the model presented by our team, VTUBGM, for the shared task”Hope Speech Detection for Equality, Diversity, and Inclusion” at LT-EDI-RANLP 2023. This task entails classifying YouTube comments, which is a classification problem at the comment level. The task was conducted in four different languages: Bulgarian, English, Hindi, and Spanish, with our team participating in the English subtask. The suggested model was developed using layered differential training of the ULMFit and received a macro F1 score of 0.48, placing third in the competition.
UR - https://www.scopus.com/pages/publications/85184992598
UR - https://www.scopus.com/pages/publications/85184992598#tab=citedBy
U2 - 10.26615/978-954-452-084-7_032
DO - 10.26615/978-954-452-084-7_032
M3 - Conference contribution
AN - SCOPUS:85184992598
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 - 209
EP - 213
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 -