Search Results for author: Sharayu Hiwarkhedkar

Found 3 papers, 2 papers with code

TextGram: Towards a better domain-adaptive pretraining

no code implementations • 28 Apr 2024 • Sharayu Hiwarkhedkar, Saloni Mittal, Vidula Magdum, Omkar Dhekane, Raviraj Joshi, Geetanjali Kale, Arnav Ladkat

Thus, it is important that we select the correct data in the form of domain-specific data from this vast corpus to achieve optimum results aligned with our domain-specific tasks.

text-classification Text Classification

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L3Cube-MahaNews: News-based Short Text and Long Document Classification Datasets in Marathi

1 code implementation • 28 Apr 2024 • Saloni Mittal, Vidula Magdum, Omkar Dhekane, Sharayu Hiwarkhedkar, Raviraj Joshi

We conduct a comparative analysis between monolingual and multilingual BERT models, including MahaBERT, IndicBERT, and MuRIL.

Document Classification text-classification +1

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mahaNLP: A Marathi Natural Language Processing Library

1 code implementation • 5 Nov 2023 • Vidula Magdum, Omkar Dhekane, Sharayu Hiwarkhedkar, Saloni Mittal, Raviraj Joshi

We present mahaNLP, an open-source natural language processing (NLP) library specifically built for the Marathi language.

Hate Speech Detection NER +3

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