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Sentiment Analysis (Czech Model)

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Vysušilová, Petra and Straka, Milan, 2021, Sentiment Analysis (Czech Model), LINDAT/CLARIAH-CZ digital library at the Institute of Formal and Applied Linguistics (ÚFAL), http://hdl.handle.net/11234/1-4601.
Date issued
2021
Language(s)
Description
Sentiment analysis models for Czech language. Models are three Czech sentiment analysis datasets(http://liks.fav.zcu.cz/sentiment/): Mall, CSFD, Facebook, and joint data from all three datasets above, using Czech version of BERT model, RobeCzech. We present the best model for every dataset. Mall and CSFD models are new state-of-the-art for respective data. Demo jupyter notebook is available on the project GitHub. These models are a part of Czech NLP with Contextualized Embeddings master thesis.
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forms.vectors-w5-d300-ns5.16b.npz
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fb_45.zip
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  • fb_45
    • sentiment_analysis.py-2021-06-08_172844-a=12,bs=4,b=...data-00000-of-00001482 MB
    • sentiment_analysis.py-2021-06-08_172844-a=12,bs=4,b=...index14 kB
Name
csfd_69.zip
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448.1 MB
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  • csfd_69
    • sentiment_analysis.py-2021-07-05_115521-a=16,bs=2,b=...data-00000-of-00001482 MB
    • sentiment_analysis.py-2021-07-05_115521-a=16,bs=2,b=...index14 kB
Name
all_model.zip
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448.09 MB
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  • __MACOSX
  • all_model
    • sentiment_analysis.py-2021-07-02_181019-a=32,bs=1,b=...index14 kB
    • .DS_Store6 kB
    • sentiment_analysis.py-2021-07-02_181019-a=32,bs=1,b=...data-00000-of-00001482 MB
Name
mall_63.zip
Size
448.1 MB
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7ff31ee23deac3a24af43d96b8f6c228
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  • mall_63
    • sentiment_analysis.py-2021-06-08_234151-a=12,bs=4,b=...index14 kB
    • sentiment_analysis.py-2021-06-08_234151-a=12,bs=4,b=...data-00000-of-00001482 MB