Search Results for author: Janhavi Gadre

Found 2 papers, 1 papers with code

L3Cube-IndicSBERT: A simple approach for learning cross-lingual sentence representations using multilingual BERT

no code implementations22 Apr 2023 Samruddhi Deode, Janhavi Gadre, Aditi Kajale, Ananya Joshi, Raviraj Joshi

We propose a simple yet effective approach to convert vanilla multilingual BERT models into multilingual sentence BERT models using synthetic corpus.

Sentence Sentence Similarity +1

L3Cube-MahaSBERT and HindSBERT: Sentence BERT Models and Benchmarking BERT Sentence Representations for Hindi and Marathi

1 code implementation21 Nov 2022 Ananya Joshi, Aditi Kajale, Janhavi Gadre, Samruddhi Deode, Raviraj Joshi

We evaluate these models on real text classification datasets to show embeddings obtained from synthetic data training are generalizable to real datasets as well and thus represent an effective training strategy for low-resource languages.

Benchmarking Machine Translation +7

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