[PDF][PDF] Multiclass hope speech detection through transformer methods

Z Ahani, MS Tash, M Tash, A Gelbukh… - Proceedings of the …, 2024 - ceur-ws.org
Hope includes the belief and expectations that we have for the realization of desired events.
It is a hopeful prospect or expectation that positive circumstances will unfold or conditions …

[PDF][PDF] Hope speech in social media texts using transformer

GY Bade, O Koleniskova, JL Oropeza… - Proceedings of the …, 2024 - ceur-ws.org
Abstract Systems to regulate and remove hateful, abusive, and offensive content from the
internet have been developed in the last several years. But occasionally, those in positions …

Lidoma@ LT-EDI 2024: Tamil Hate Speech Detection in Migration Discourse

M Tash, Z Ahani, M Zamir, O Kolesnikova… - Proceedings of the …, 2024 - aclanthology.org
The exponential rise in social media users has revolutionized information accessibility and
exchange. While these platforms serve various purposes, they also harbor negative …

Social Support Detection from Social Media Texts

Z Ahani, MS Tash, F Balouchzahi, L Ramos… - arXiv preprint arXiv …, 2024 - arxiv.org
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 face of …

Stress Detection on Code-Mixed Texts in Dravidian Languages using Machine Learning

L Ramos, M Shahiki-Tash, Z Ahani, A Eponon… - arXiv preprint arXiv …, 2024 - arxiv.org
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 …

Tayyab@ dravidianlangtech 2024: detecting fake news in malayalam lstm approach and challenges

M Zamir, M Tash, Z Ahani, A Gelbukh… - Proceedings of the …, 2024 - aclanthology.org
Global communication has been made easier by the emergence of online social media, but
it has also made it easier for “fake news,” or information that is misleading or false, to spread …

Zavira@ DravidianLangTech 2024: Telugu hate speech detection using LSTM

Z Ahani, M Tash, M Zamir, I Gelbukh - Proceedings of the Fourth …, 2024 - aclanthology.org
Hate speech is communication, often oral or written, that incites, stigmatizes, or incites
violence or prejudice against individuals or groups based on characteristics such as race …

[PDF][PDF] Enhancing hope speech detection on twitter using machine learning and transformer models

L Eyob, T Yitbarek, A Naseeb, G Sidorov, I Batyrshin - 2024 - ceur-ws.org
Hope is a positive mood rooted in the expectation of favorable results in one's life or the
world in general, and it is both expressed in the present and the future. We make use of …

Advanced Machine Learning Techniques for Social Support Detection on Social Media

O Kolesnikova, MS Tash, Z Ahani, A Agrawal… - arXiv preprint arXiv …, 2025 - arxiv.org
The widespread use of social media highlights the need to understand its impact,
particularly the role of online social support. This study uses a dataset focused on online …

[PDF][PDF] Hope2023@ iberlef: A cross-linguistic exploration of hope speech detection in social media

M Krasitskii, O Kolesnikova… - Proceedings of the …, 2023 - researchgate.net
This paper presents a comprehensive investigation into the detection of hope speech across
English and Spanish languages on social media platforms, aiming to understand and …