l3cube-pune / hindi-topic-all-doc

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Total runs: 13
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7-day runs: -4
30-day runs: -1
Model's Last Updated: April 21 2024
text-classification

Introduction of hindi-topic-all-doc

Model Details of hindi-topic-all-doc

Hindi-Doc-Topic-BERT

Hindi-Doc-Topic-BERT model is an IndicSBERT( l3cube-pune/hindi-sentence-bert-nli ) model fine-tuned on Hindi 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 hindi-topic-all-doc on huggingface.co

13
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hindi-topic-all-doc huggingface.co is an AI model on huggingface.co that provides hindi-topic-all-doc's model effect (), which can be used instantly with this l3cube-pune hindi-topic-all-doc model. huggingface.co supports a free trial of the hindi-topic-all-doc model, and also provides paid use of the hindi-topic-all-doc. Support call hindi-topic-all-doc model through api, including Node.js, Python, http.

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hindi-topic-all-doc install

hindi-topic-all-doc is an open source model from GitHub that offers a free installation service, and any user can find hindi-topic-all-doc on GitHub to install. At the same time, huggingface.co provides the effect of hindi-topic-all-doc install, users can directly use hindi-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
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Updated:July 22 2023