4 papers
Hope Speech Detection in Social Media English Corpora: Performance of Traditional and Transformer Models
Luis Ramos, Hiram Calvo, Olga Kolesnikova
The identification of hope speech has become a promised NLP task, considering the need to detect motivational expressions of agency and goal-directed behaviour on social media plat…
Online Social Support Detection in Spanish Social Media Texts
Moein Shahiki Tash, Luis Ramos, Zahra Ahani +4
The advent of social media has transformed communication, enabling individuals to share their experiences, seek support, and participate in diverse discussions. While extensive res…
Social Support Detection from Social Media Texts
Zahra Ahani, Moein Shahiki Tash, Fazlourrahman Balouchzahi +3
Social support, conveyed through a multitude of interactions and platforms such as social media, plays a pivotal role in fostering a sense of belonging, aiding resilience in the fa…
Stress Detection on Code-Mixed Texts in Dravidian Languages using Machine Learning
L. Ramos, M. Shahiki-Tash, Z. Ahani +3
Stress is a common feeling in daily life, but it can affect mental well-being in some situations, the development of robust detection models is imperative. This study introduces a…