CoLI-Machine Learning Approaches for Code-mixed Language Identification at the Word Level in Kannada-English Texts

no code implementations • 17 Nov 2022 • H. L. Shashirekha, F. Balouchzahi, M. D. Anusha, G. Sidorov

In order to address word level LI in code-mixed Kannada-English (Kn-En) texts, this work presents i) the construction of code-mixed Kn-En dataset called CoLI-Kenglish dataset, ii) code-mixed Kn-En embedding and iii) learning models using Machine Learning (ML), Deep Learning (DL) and Transfer Learning (TL) approaches.

Language Identification Sentence +1