l3cube-pune / kannada-topic-all-doc

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Total runs: 17
24-hour runs: 2
7-day runs: 5
30-day runs: 4
Model's Last Updated: April 21 2024
text-classification

Introduction of kannada-topic-all-doc

Model Details of kannada-topic-all-doc

Kannada-Doc-Topic-BERT

Kannada-Doc-Topic-BERT model is an IndicSBERT( l3cube-pune/kannada-sentence-bert-nli ) model fine-tuned on Kannada documents from the L3Cube-IndicNews Corpus [dataset link] https://github.com/l3cube-pune/indic-nlp .
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.
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:
Hindi-Doc-Topic-BERT
Marathi-Doc-Topic-BERT
Bengali-Doc-Topic-BERT
Telugu-Doc-Topic-BERT
Tamil-Doc-Topic-BERT
Gujarati-Doc-Topic-BERT
Kannada-Doc-Topic-BERT
Odia-Doc-Topic-BERT
Malayalam-Doc-Topic-BERT
Punjabi-Doc-Topic-BERT
English-Doc-Topic-BERT

Runs of l3cube-pune kannada-topic-all-doc on huggingface.co

17
Total runs
2
24-hour runs
2
3-day runs
5
7-day runs
4
30-day runs

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kannada-topic-all-doc huggingface.co

kannada-topic-all-doc huggingface.co is an AI model on huggingface.co that provides kannada-topic-all-doc's model effect (), which can be used instantly with this l3cube-pune kannada-topic-all-doc model. huggingface.co supports a free trial of the kannada-topic-all-doc model, and also provides paid use of the kannada-topic-all-doc. Support call kannada-topic-all-doc model through api, including Node.js, Python, http.

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kannada-topic-all-doc install

kannada-topic-all-doc is an open source model from GitHub that offers a free installation service, and any user can find kannada-topic-all-doc on GitHub to install. At the same time, huggingface.co provides the effect of kannada-topic-all-doc install, users can directly use kannada-topic-all-doc installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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Total runs: 16
Run Growth: 13
Growth Rate: 81.25%
Updated:July 22 2023