TAMIL- NLP: Roles and Impact of Machine Learning and Deep Learning with Natural Language Processing for Tamil
- Title
- TAMIL- NLP: Roles and Impact of Machine Learning and Deep Learning with Natural Language Processing for Tamil
- Creator
- Gokila S.; Rajeswari S.; Deepa S.
- Description
- Reading information in your mother tongue gives the feeling of enjoying juice of fruit. Researchers are working on regional languages to provide convenient and perfect automated tools to convert the content of knowledge from other languages. There exist many challenges based on the grammar of language. One of the classic regional languages, Tamil which is rich in Morphology, contains more processing challenges. The Natural Language Processing (NLP) technique along with Machine Learning (ML) and Deep Learning (DL) algorithms have been used to overcome those challenges. The accuracy of work is depending on the corpus provided to train the model. Among the reviewed papers using Support Vector Machine (SVM) of ML produced higher accuracy then other ML techniques. As DL techniques for NLP are booming one the researchers are working with different DL algorithms. Most of the NLP with Review Discussion in this paper will direct the researchers doing NLP in Tamil language to move further and to choose the right Machine Learning and Deep Learning algorithm to come out with accurate outcomes. 2023 IEEE.
- Source
- Proceedings of 8th IEEE International Conference on Science, Technology, Engineering and Mathematics, ICONSTEM 2023
- Date
- 2023-01-01
- Publisher
- Institute of Electrical and Electronics Engineers Inc.
- Subject
- Deep learning; Machine learning; Morphological analysis; NLP; Parser
- Coverage
- Gokila S., Hindustan Institute of Technology and Science, Department of Computer Applications, Chennai, India; Rajeswari S., Shrimathi DevkunvarNanalal Bhatt Vaishnav College for Women, Pg Department of Computer Science, Chennai, India; Deepa S., Christ University, Department of Computer Science, Bangalore, India
- Rights
- Restricted Access
- Relation
- ISBN: 979-835034779-1
- Format
- Online
- Language
- English
- Type
- Conference paper
Collection
Citation
Gokila S.; Rajeswari S.; Deepa S., “TAMIL- NLP: Roles and Impact of Machine Learning and Deep Learning with Natural Language Processing for Tamil,” CHRIST (Deemed To Be University) Institutional Repository, accessed April 22, 2025, https://archives.christuniversity.in/items/show/19911.