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 …

Findings of the shared task on sentiment analysis in tamil and tulu code-mixed text

A Hegde, BR Chakravarthi… - Proceedings of the …, 2023 - aclanthology.org
In recent years, there has been a growing focus on Sentiment Analysis (SA) of code-mixed
Dravidian languages. However, the majority of social media text in these languages is code …

Preparation of Rich Lists of Research Gaps in the Specific Sentiment Analysis Tasks of Code-mixed Indian Languages

JR Saini, S Roy - SN Computer Science, 2023 - Springer
Sentiment Analysis (SA) task for code-mixed Romanized text is an emerging area of
research in Natural Language Processing (NLP). Since informal expression of sentiments in …

hate-alert@ dravidianlangtech: Multimodal abusive language detection and sentiment analysis in dravidian languages

S Barman, M Das - Proceedings of the Third Workshop on Speech …, 2023 - aclanthology.org
The use of abusive language on social media platforms is a prevalent issue that requires
effective detection. Researchers actively engage in abusive language detection and …

Detection of Hate Speech and Offensive Language CodeMix Text in Dravidian Languages Using Cost-Sensitive Learning Approach

K Sreelakshmi, B Premjith, BR Chakravarthi… - IEEE …, 2024 - ieeexplore.ieee.org
Recently, the emergence of social media has opened the way for online harassment in the
form of hate speech and offensive language. An automated approach is needed to detect …

Deep Ensemble Network for Sentiment Analysis in Bi-lingual Low-resource Languages

PK Roy - ACM Transactions on Asian and Low-Resource …, 2024 - dl.acm.org
Sentiment analysis (SA) is the systematic identification, extraction, quantification, and study
of affective states and subjective information using natural language processing. It is widely …

[PDF][PDF] CoSaD-Code-Mixed Sentiments Analysis for Dravidian Languages.

F Balouchzahi, HL Shashirekha, G Sidorov - FIRE (Working Notes), 2021 - ceur-ws.org
Analyzing sentiments or opinions in code-mixed languages is gaining importance due to
increase in the use of social media and online platforms especially during the Covid-19 …

[PDF][PDF] Sentiment Analysis of Dravidian-CodeMix Language.

AK Mishra, S Saumya, A Kumar - FIRE (Working Notes), 2021 - ceur-ws.org
The computational examination of people's opinions, attitudes, and emotions conveyed in
written language is known as sentiment analysis or opinion mining. In recent years, it has …

[PDF][PDF] Machine Learning Based Approach for Sentiment Analysis on Multilingual Code Mixing Text.

B Bharathi, GU Samyuktha - FIRE (Working Notes), 2021 - ceur-ws.org
Social networking as become the irreplaceable platform like never before. We are more up
to date with the issues whether they are good or bad around the globe. The oversharing …

SetFit: A Robust Approach for Offensive Content Detection in Tamil-English Code-Mixed Conversations Using Sentence Transfer Fine-tuning

K Pannerselvam, S Rajiakodi… - Proceedings of the …, 2024 - aclanthology.org
Code-mixed languages are increasingly prevalent on social media and online platforms,
presenting significant challenges in offensive content detection for natural language …