Team IITP-AINLPML at WASSA 2022: empathy detection, emotion classification and personality detection

S Ghosh, D Maurya, A Ekbal… - Proceedings of the 12th …, 2022‏ - aclanthology.org
Computational comprehension and identifying emotional components in language have
been critical in enhancing human-computer connection in recent years. The WASSA 2022 …

Team_Hawk at WASSA 2023 empathy, emotion, and personality shared task: Multi-tasking multi-encoder based transformers for empathy and emotion prediction in …

AS Srinivas, N Barua, S Pal - Proceedings of the 13th Workshop …, 2023‏ - aclanthology.org
In this paper, we present Team Hawk's participation in Track 1 of the WASSA 2023 shared
task. The objective of the task is to understand the empathy that emerges between …

Intensional learning to efficiently build up automatically annotated emotion corpora

L Canales, C Strapparava, E Boldrini… - IEEE transactions on …, 2017‏ - ieeexplore.ieee.org
Textual emotion detection has a high impact on business, society, politics or education with
applications such as, detecting depression or personality traits, suicide prevention or …

Modeling emotion dynamics in song lyrics with state space models

Y Song, D Beck - Transactions of the Association for Computational …, 2023‏ - direct.mit.edu
Most previous work in music emotion recognition assumes a single or a few song-level
labels for the whole song. While it is known that different emotions can vary in intensity …