Kalika Bali

Learnings from Technological Interventions in a Low Resource Language: A Case-Study on Gondi

2020 · arXiv (Cornell University)

The primary obstacle to developing technologies for low-resource languages is the lack of usable data. In this paper, we report the adoption and deployment of 4 technology-driven methods of data collection for Gondi, a low-resource …

Predicting the Performance of Multilingual NLP Models

2021 · arXiv (Cornell University)

Recent advancements in NLP have given us models like mBERT and XLMR that can serve over 100 languages. The languages that these models are evaluated on, however, are very few in number, and it is …

Language Modeling for Code-Mixing: The Role of Linguistic Theory based Synthetic Data

2018

Adithya Pratapa, Gayatri Bhat, Monojit Choudhury, Sunayana Sitaram, Sandipan Dandapat, Kalika Bali. Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2018.