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--- |
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language: mr |
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tags: |
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- bert |
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license: cc-by-4.0 |
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datasets: |
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- L3Cube-MahaSent-MD |
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widget: |
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- text: "ते फुलांचे सौंदर्य आहे जे कवी आणि लेखकांना त्यांच्याजवळ इतके आकर्षित करते, आणि आपण ते त्यांच्या लेखना मधून बघू शकतात" |
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--- |
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## MahaSent-MD |
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MahaSent-MD is a MahaBERT(<a href="https://huggingface.co/l3cube-pune/marathi-bert-v2">l3cube-pune/marathi-bert-v2</a>) model fine-tuned on full L3Cube-MahaSent-MD Corpus, a multi-domain Marathi sentiment analysis dataset. <br> |
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The MahaSent-MD dataset contains domains like movie reviews, generic tweets, subtitles, and political tweets. This model is trained on all the domains. <br> |
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[dataset link] (https://github.com/l3cube-pune/MarathiNLP) |
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More details on the dataset, models, and baseline results can be found in our [paper] (https://arxiv.org/abs/2306.13888) |
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<br> |
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Citing: |
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``` |
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@article{pingle2023l3cube, |
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title={L3Cube-MahaSent-MD: A Multi-domain Marathi Sentiment Analysis Dataset and Transformer Models}, |
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author={Pingle, Aabha and Vyawahare, Aditya and Joshi, Isha and Tangsali, Rahul and Joshi, Raviraj}, |
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journal={arXiv preprint arXiv:2306.13888}, |
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year={2023} |
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} |
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``` |
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``` |
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@article{joshi2022l3cube, |
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title={L3cube-mahanlp: Marathi natural language processing datasets, models, and library}, |
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author={Joshi, Raviraj}, |
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journal={arXiv preprint arXiv:2205.14728}, |
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year={2022} |
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} |
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``` |
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Other Marathi Sentiment models from MahaSent family are shared here:<br> |
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<a href="https://huggingface.co/l3cube-pune/marathi-sentiment-md"> MahaSent-MD (multi domain) </a> <br> |
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<a href="https://huggingface.co/l3cube-pune/marathi-sentiment-tweets"> MahaSent-GT (generic tweets) </a> <br> |
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<a href="https://huggingface.co/l3cube-pune/marathi-sentiment-movie-reviews"> MahaSent-MR (movie reviews) </a> <br> |
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<a href="https://huggingface.co/l3cube-pune/marathi-sentiment-political-tweets"> MahaSent-PT (political tweets) </a> <br> |
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<a href="https://huggingface.co/l3cube-pune/marathi-sentiment-subtitles"> MahaSent-ST (TV subtitles) </a> <br> |
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<a href="https://huggingface.co/l3cube-pune/MarathiSentiment"> MahaSent v1 (political tweets) </a> <br> |
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