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 …
classifying emotions in texts. The emotion is focused on a specific thing, an object, an …
Improving the Performance of Transformer-Based Models Over Classical Baselines in Multiple Transliterated Languages
Social media users express their feelings, experiences, ideas, and stories with little or no
regard for the conventions of traditional grammar. Online discourse, by its very nature, is rife …
regard for the conventions of traditional grammar. Online discourse, by its very nature, is rife …
Offensive Language Identification in Dravidian Codemixed Dataset
N Vasudevan, SS Kumar - 2023 4th International Conference …, 2024 - ieeexplore.ieee.org
This research uses an English-Malayalam dataset taken from YouTube comments to
investigate improper language detection in multilingual settings. To capture the subtleties of …
investigate improper language detection in multilingual settings. To capture the subtleties of …
Telugu-English Abusive Comment Detection Using XLMRoBERTa and mBERT
P Revanth Reddy, KV Munawwar… - … Conference on Speech …, 2023 - Springer
The proliferation of social media platforms has enabled users to express their thoughts and
opinions freely, but it has also given rise to the rampant spread of abusive and offensive …
opinions freely, but it has also given rise to the rampant spread of abusive and offensive …