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shinra2020_ml_train_maker

How to use

By running the following script, you can get the learning data of all(30) languages.
Download the necessary data from here.(These data are in sections 1.1 and 1.2.)

python3 create_training ENEW_ENEtag_20191023.json.tar.bz2\
                        langlinks-20190120.001.json.bz2

Example of created training data

The following json is an example of English training data created with this script.

{"pageid": 59153, "title": "Ampersand", "ja_pageid": 5, "ja_title": "アンパサンド", "ENEs": {"AUTO.TOHOKU.201906": [{"prob": 0.923977792263031, "ENE_id": "0"}]}}
{"pageid": 17524, "title": "Language", "ja_pageid": 10, "ja_title": "言語", "ENEs": {"AUTO.TOHOKU.201906": [{"prob": 0.9261491894721985, "ENE_id": "0"}]}}
{"pageid": 15606, "title": "Japanese language", "ja_pageid": 11, "ja_title": "日本語", "ENEs": {"AUTO.TOHOKU.201906": [{"prob": 0.7623794078826904, "ENE_id": "1.7.24.1"}]}}

When choosing a language

You can select language from following list.

['ar', 'bg', 'ca', 'cs', 'da', 'de', 'el', 'en', 'es', 'fa', 
 'fi', 'fr', 'he', 'hi', 'hu', 'id', 'it', 'ko', 'nl', 'no', 
 'pl', 'pt', 'ro', 'ru', 'sv', 'th', 'tr', 'uk', 'vi', 'zh']

If you want to make training data of English.

python3 create_training ENEW_ENEtag_20191023.json.tar.bz2\
                        langlinks-20190120.001.json.bz2\
                        --lang en

You can change the output directory

python3 create_training ENEW_ENEtag_20191023.json.tar.bz2\
                        langlinks-20190120.001.json.bz2\
                        --output_dir [DIR_PATH]