no code implementations • 8 Jun 2023 • Gauri Takawane, Abhishek Phaltankar, Varad Patwardhan, Aryan Patil, Raviraj Joshi, Mukta S. Takalikar
We propose a pipeline to improve code-mixed systems that comprise data preprocessing, word-level language identification, language augmentation, and model training on downstream tasks like sentiment analysis.
no code implementations • 25 May 2023 • Aryan Patil, Varad Patwardhan, Abhishek Phaltankar, Gauri Takawane, Raviraj Joshi
We perform a comparative analysis of different Transformer-based language Models pre-trained using unsupervised approaches.