Update README.md
Browse files### Summary
This dataset contains Japanese sentences, obtained from various online sources and processed in a way to make them more fit as example sentences for L2 Japanese (Japanese as a second language) learners.
### Data Fields
In the main configuration:
- `sentence` (`str`): a Japanese sentence.
- `level` (`str`): JLPT level of the sentence (attributed by a [text classifier](https://huggingface.co/bennexx/cl-tohoku-bert-base-japanese-v3-jlpt-classifier). The label has limitations)
In the `sources.csv` file:
- `source`: from this element's index and the next, sentences are found in `source`.
### Sources
Japanese Web as Corpus 1.0. [jpWaC page](https://www.clarin.si/repository/xmlui/handle/11356/1047)
Tatoeba sentences downloaded on 20/12/2023. [Tatoeba Project](https://tatoeba.org/en/downloads)
Wikipedia dump downloaded on 01/12/2023. [jawiki-20231201-pages-articles-multistream.xml.bz2](https://dumps.wikimedia.org/jawiki/20231201/jawiki-20231201-pages-articles-multistream.xml.bz2)
### Dataset construction
Processing filters:
- Entries with multiple sentences have been expanded
- Removal of duplicates
- No more than 20% punctuation
- No more than 20% numbers
Additionally, processing applied only to Wikipedia sentences:
- No Latin/Russian/Arabic characters
- End in punctuation, and the last word is an adjective, verb, or auxilliary
The library used was spaCy and the japanese model `ja_ginza`.
### Stats
- 97% of sentences are from Japanese Wikipedia
- The average sentence length is 26 tokens
- The average Kanji ratio is 37%
### Licenses
The same licenses as the original works apply [WIP]
Cite
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- config_name: sources
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license: cc-by-sa-4.0
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license_name: license
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license_link: LICENSE
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configs:
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data_files: corpus.csv
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default: true
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data_files: corpus_tokenized.csv
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- config_name: sources
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data_files: sources.csv
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license: cc-by-sa-4.0
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size_categories:
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- 10M<n<100M
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