Sentiment Analysis (Czech Model)
Please use the following text to cite this item or export to a predefined format:
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.
Authors
Item identifier
Referenced by
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.
Subject(s)
Collections
This item isPublicly Available
and licensed under:
Files in this item
- Name
- forms.vectors-w5-d300-ns5.16b.npz
- Size
- 850.3 MB
- Format
- application/octet-stream
- Description
- Unknown
- MD5
- 1691478ca44620a734dff58c8bd6b7fd

The file preview has not been generated yet. Please try again later or contact the system administrator lindat-help@ufal.mff.cuni.cz
- Name
- fb_45.zip
- Size
- 448.1 MB
- Format
- application/zip
- Description
- Zip
- MD5
- a42fb25261ea9f88be37e7102536d8af

- 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
- Size
- 448.1 MB
- Format
- application/zip
- Description
- Zip
- MD5
- e3b9b0c87be1c059111b69f96395f701

- 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
- Size
- 448.09 MB
- Format
- application/zip
- Description
- Zip
- MD5
- 20e701fbb9bd7dfcab78334da7585bd9

- Name
- mall_63.zip
- Size
- 448.1 MB
- Format
- application/zip
- Description
- Zip
- MD5
- 7ff31ee23deac3a24af43d96b8f6c228

- 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

