l3cube-pune/telugu-question-answering-squad-bert

Telugu-BERT-SQuAD

This model is a Telugu BERT model fine-tuned for question answering on the L3Cube-IndicSQuAD dataset. It leverages the l3cube-pune/telugu-bert model as its base.

Dataset link

This model is based on the paper IndicSQuAD: A Comprehensive Multilingual Question Answering Dataset for Indic Languages. The code for this project is available at https://github.com/l3cube-pune/indic-nlp.

More details on the dataset, models, and baseline results can be found in our paper.

Citing:

@article{endait2025indicsquad,
  title={IndicSQuAD: A Comprehensive Multilingual Question Answering Dataset for Indic Languages},
  author={Endait, Sharvi and Ghatage, Ruturaj and Kulkarni, Aditya and Patil, Rajlaxmi and Joshi, Raviraj},
  journal={arXiv preprint arXiv:2505.03688},
  year={2025}
}

@article{ghatage2024mahasquad,
  title={MahaSQuAD: Bridging Linguistic Divides in Marathi Question-Answering},
  author={Ghatage, Ruturaj and Kulkarni, Aditya and Patil, Rajlaxmi and Endait, Sharvi and Joshi, Raviraj},
  journal={arXiv preprint arXiv:2404.13364},
  year={2024}
}

Other IndicSQuAD models:

Language	Model Link
Marathi	marathi-question-answering-squad-bert
Hindi	hindi-question-answering-squad-bert
Bengali	bengali-question-answering-squad-bert
Telugu	telugu-question-answering-squad-bert
Tamil	tamil-question-answering-squad-bert
Gujarati	gujarati-question-answering-squad-bert
Punjabi	punjabi-question-answering-squad-bert
Kannada	kannada-question-answering-squad-bert
Oriya	oriya-question-answering-squad-bert
Malayalam	malayalam-question-answering-squad-bert