english-topic-all-doc

English-Doc-Topic-BERT

Engish-Doc-Topic-BERT model is a BERT-Base-uncased model fine-tuned on Engish documents from the L3Cube-IndicNews Corpus [dataset link]https://github.com/l3cube-pune/indic-nlp. <br> This dataset consists of sub-datasets like LDC (Long Document Classification), LPC (Long Paragraph Classification), and SHC (Short Headlines Classification), each having different document lengths. <br> This model is trained on a combination of all three variants and works well across different document sizes.

More details on the dataset, models, and baseline results can be found in our [paper]https://arxiv.org/abs/2401.02254

Citing:

@article{mirashi2024l3cube,
  title={L3Cube-IndicNews: News-based Short Text and Long Document Classification Datasets in Indic Languages},
  author={Mirashi, Aishwarya and Sonavane, Srushti and Lingayat, Purva and Padhiyar, Tejas and Joshi, Raviraj},
  journal={arXiv preprint arXiv:2401.02254},
  year={2024}
}

Other document topic models for different Indic languages are listed below: <br> <a href='https://huggingface.co/l3cube-pune/hindi-topic-all-doc'> Hindi-Doc-Topic-BERT </a> <br> <a href='https://huggingface.co/l3cube-pune/marathi-topic-all-doc-v2'> Marathi-Doc-Topic-BERT </a> <br> <a href='https://huggingface.co/l3cube-pune/bengali-topic-all-doc'> Bengali-Doc-Topic-BERT </a> <br> <a href='https://huggingface.co/l3cube-pune/telugu-topic-all-doc'> Telugu-Doc-Topic-BERT </a> <br> <a href='https://huggingface.co/l3cube-pune/tamil-topic-all-doc'> Tamil-Doc-Topic-BERT </a> <br> <a href='https://huggingface.co/l3cube-pune/gujarati-topic-all-doc'> Gujarati-Doc-Topic-BERT </a> <br> <a href='https://huggingface.co/l3cube-pune/kannada-topic-all-doc'> Kannada-Doc-Topic-BERT </a> <br> <a href='https://huggingface.co/l3cube-pune/odia-topic-all-doc'> Odia-Doc-Topic-BERT </a> <br> <a href='https://huggingface.co/l3cube-pune/malayalam-topic-all-doc'> Malayalam-Doc-Topic-BERT </a> <br> <a href='https://huggingface.co/l3cube-pune/punjabi-topic-all-doc'> Punjabi-Doc-Topic-BERT </a> <br> <a href='https://huggingface.co/l3cube-pune/english-topic-all-doc'> English-Doc-Topic-BERT </a> <br>