A systematic review of applications of natural language processing and future challenges with special emphasis in text-based emotion detection

S Kusal, S Patil, J Choudrie, K Kotecha, D Vora… - Artificial Intelligence …, 2023 - Springer
Artificial Intelligence (AI) has been used for processing data to make decisions, Interact with
humans, and understand their feelings and emotions. With the advent of the Internet, people …

Overview of the shared task on homophobia and transphobia detection in social media comments

BR Chakravarthi, R Priyadharshini… - Proceedings of the …, 2022 - aclanthology.org
Abstract Homophobia and Transphobia Detection is the task of identifying homophobia,
transphobia, and non-anti-LGBT+ content from the given corpus. Homophobia and …

Overview of the shared task on hope speech detection for equality, diversity, and inclusion

BR Chakravarthi, V Muralidaran… - Proceedings of the …, 2022 - aclanthology.org
Hope Speech detection is the task of classifying a sentence as hope speech or non-hope
speech given a corpus of sentences. Hope speech is any message or content that is …

[HTML][HTML] How can we detect homophobia and transphobia? experiments in a multilingual code-mixed setting for social media governance

BR Chakravarthi, A Hande, R Ponnusamy… - International Journal of …, 2022 - Elsevier
Homophobia or Transphobia can be defined as the hatred, discomfort, or dislike of lesbian,
gay, transgender or bisexual people. Studies have shown that these individuals were more …

A Review on Text-Based Emotion Detection--Techniques, Applications, Datasets, and Future Directions

S Kusal, S Patil, J Choudrie, K Kotecha, D Vora… - arxiv preprint arxiv …, 2022 - arxiv.org
Artificial Intelligence (AI) has been used for processing data to make decisions, interact with
humans, and understand their feelings and emotions. With the advent of the internet, people …

Hate speech and offensive language detection in Dravidian languages using deep ensemble framework

PK Roy, S Bhawal, CN Subalalitha - Computer Speech & Language, 2022 - Elsevier
Social networking platforms gained widespread popularity and are used for various activities
like: promoting products, sharing news, achievements and many more. On the other hand, it …

[HTML][HTML] Offensive language identification in dravidian languages using mpnet and cnn

BR Chakravarthi, MB Jagadeeshan… - International Journal of …, 2023 - Elsevier
Social media has effectively replaced traditional forms of communication and marketing. As
these platforms allow for the free expression of ideas and facts through text, images, and …

Deep learning based sentiment analysis and offensive language identification on multilingual code-mixed data

K Shanmugavadivel, VE Sathishkumar, S Raja… - Scientific Reports, 2022 - nature.com
Sentiment analysis is a process in Natural Language Processing that involves detecting and
classifying emotions in texts. The emotion is focused on a specific thing, an object, an …

[PDF][PDF] Findings of the shared task on Emotion Analysis in Tamil

B Sean - Proceedings of the Second Workshop on Speech and …, 2022 - ir.psgcas.ac.in
This paper presents the overview of the shared task on emotional analysis in Tamil at
DravidianLangTech-ACL 2022. This overview paper presents the dataset used in the shared …

IIITK@ LT-EDI-EACL2021: Hope speech detection for equality, diversity, and inclusion in Tamil, Malayalam and English

N Ghanghor, R Ponnusamy… - Proceedings of the …, 2021 - aclanthology.org
This paper describes the IIITK's team submissions to the hope speech detection for equality,
diversity and inclusion in Dravidian languages shared task organized by LT-EDI 2021 …