corus
1.0.0
链接到公开可用的俄罗斯语料库 +用于加载和解析的代码。 20多个数据股，350GB+文本。
例如，让我们丢弃@yutkin的lenta.ru。 Manoally下载存档（参考部分中的链接）：
wget https://github.com/yutkin/Lenta.Ru-News-Dataset/releases/download/v1.0/lenta-ru-news.csv.gz使用corus加载数据：
> >> from corus import load_lenta
> >> path = 'lenta-ru-news.csv.gz'
> >> records = load_lenta ( path )
> >> next ( records )
LentaRecord (
url = 'https://lenta.ru/news/2018/12/14/cancer/' ,
title = 'Названы регионы России с xa0 самой высокой смертностью от xa0 рака' ,
text = 'Вице-премьер по социальным вопросам Татьяна Голикова рассказала, в каких регионах России зафиксирована наиболее высокая смертность от рака, сооб...' ,
topic = 'Россия' ,
tags = 'Общество'
)迭代文本：
> >> records = load_lenta ( path )
> >> for record in records :
... text = record . text
... ...有关其他数据集及其加载程序的链接，请参见参考部分。
材料在俄罗斯：
corus支持Python 3.5+，PYPY 3。
$ pip install corus| 数据集 | from corus import API | 标签 | 文字 | 未压缩 | 描述 |
|---|---|---|---|---|---|
| lenta.ru | |||||
| lenta.ru v1.0 | load_lenta # | news | 739 351 | 1.66 GB | wget https://github.com/yutkin/Lenta.Ru-News-Dataset/releases/download/v1.0/lenta-ru-news.csv.gz |
| lenta.ru v1.1+ | load_lenta2 # | news | 800 975 | 1.94 GB | wget https://github.com/yutkin/Lenta.Ru-News-Dataset/releases/download/v1.1/lenta-ru-news.csv.bz2 |
| lib.rus.ec | load_librusec # | fiction | 301 871 | 144.92 GB | lib.rus.ec的转储为俄罗斯研讨会准备wget http://panchenko.me/data/russe/librusec_fb2.plain.gz |
| Rossiya Segodnya | load_ria_raw #load_ria # | news | 1 003 869 | 3.70 GB | wget https://github.com/RossiyaSegodnya/ria_news_dataset/raw/master/ria.json.gz |
| Mokoron俄罗斯Twitter语料库 | load_mokoron # | social sentiment | 17 633 417 | 1.86 GB | 俄罗斯Twitter情绪标记 Manuilla下载https://www.dropbox.com/s/9egqjszeike4ho/db.sql |
| 维基百科 | load_wiki # | 1 541 401 | 12.94 GB | 俄罗斯Wiki垃圾场wget https://dumps.wikimedia.org/ruwiki/latest/ruwiki-latest-pages-articles.xml.bz2 | |
| Grameval2020 | load_gramru # | 162 372 | 30.04 MB | wget https://github.com/dialogue-evaluation/GramEval2020/archive/master.zipunzip master.zipmv GramEval2020-master/dataTrain trainmv GramEval2020-master/dataOpenTest devrm -r master.zip GramEval2020-masterwget https://github.com/AlexeySorokin/GramEval2020/raw/master/data/GramEval_private_test.conllu | |
| Opencorpora | load_corpora # | morph | 4 030 | 20.21 MB | wget http://opencorpora.org/files/export/annot/annot.opcorpora.xml.zip |
| RusVectores Simlex-965 | load_simlex # | emb sim | wget https://rusvectores.org/static/testsets/ru_simlex965_tagged.tsvwget https://rusvectores.org/static/testsets/ru_simlex965.tsv | ||
| Omnia俄语 | load_omnia # | morph web fiction | 489.62 GB | taiga + Wiki + Araneum。阅读“更大的俄罗斯语料库” Manuilla下载http://bit.ly/2zt4by9 | |
| FACTRUEVAL-2016 | load_factru # | ner news | 254 | 969.27 kb | 为2016年对话竞赛准备的手册per，loc，org标记wget https://github.com/dialogue-evaluation/factRuEval-2016/archive/master.zipunzip master.ziprm master.zip |
| 加里夫 | load_gareev # | ner news | 97 | 455.02 kb | 手册per，org标记（无LOC） 电子邮件rinat gareev（[email protected]）询问数据集 tar -xvf rus-ner-news-corpus.iob.tar.gzrm rus-ner-news-corpus.iob.tar.gz |
| Collection5 | load_ne5 # | ner news | 1,000 | 2.96 MB | 带有手册的新闻文章，loc，org markupwget http://www.labinform.ru/pub/named_entities/collection5.zipunzip collection5.ziprm collection5.zip |
| 酿酒师 | load_wikiner # | ner | 203 287 | 36.15 MB | Wiki Auto的句子带有per，loc，org标签的句子wget https://github.com/dice-group/FOX/raw/master/input/Wikiner/aij-wikiner-ru-wp3.bz2 |
| BSNLP-2019 | load_bsnlp # | ner | 464 | 1.16 MB | 为2019年BSNLP共享任务准备的标记wget http://bsnlp.cs.helsinki.fi/TRAININGDATA_BSNLP_2019_shared_task.zipwget http://bsnlp.cs.helsinki.fi/TESTDATA_BSNLP_2019_shared_task.zipunzip TRAININGDATA_BSNLP_2019_shared_task.zipunzip TESTDATA_BSNLP_2019_shared_task.zip -d test_pl_cs_ru_bgrm TRAININGDATA_BSNLP_2019_shared_task.zip TESTDATA_BSNLP_2019_shared_task.zip |
| Persons-1000 | load_persons # | ner news | 1,000 | 2.96 MB | 与Collection5相同，仅每个标记 +归一化名称wget http://ai-center.botik.ru/Airec/ai-resources/Persons-1000.zip |
| 俄罗斯药物反应语料库（Rudrec） | load_rudrec # | ner | 4 809 | 1.73 kb | RudredC是俄罗斯关于药物生产的新的部分消费者评论语料库，用于检测与健康相关的实体和药品的有效性。在这里，您可以下载并使用带注释的部分，以获取原始部分（140万评论），请参阅https://github.com/cimm-kzn/rudrec。wget https://github.com/cimm-kzn/RuDReC/raw/master/data/rudrec_annotated.json |
| 塔加 | 来自各种来源的大量俄罗斯文本：新闻网站，杂志，扫盲，社交网络wget https://linghub.ru/static/Taiga/retagged_taiga.tar.gztar -xzvf retagged_taiga.tar.gz | ||||
| Arzamas | load_taiga_arzamas # | news | 311 | 4.50 MB | |
| 丰坦卡 | load_taiga_fontanka # | news | 342 683 | 786.23 MB | |
| 国际交易 | load_taiga_interfax # | news | 46 429 | 77.55 MB | |
| KP | load_taiga_kp # | news | 45 503 | 61.79 MB | |
| 伦塔 | load_taiga_lenta # | news | 36 446 | 95.15 MB | |
| taiga/n+1 | load_taiga_nplus1 # | news | 7 696 | 24.96 MB | |
| 杂志 | load_taiga_magazines # | 39 890 | 2.19 GB | ||
| 字幕 | load_taiga_subtitles # | 19 011 | 909.08 MB | ||
| 社会的 | load_taiga_social # | social | 1 876 442 | 648.18 MB | |
| 百忧解 | load_taiga_proza # | fiction | 1 732 434 | 38.25 GB | |
| Stihi | load_taiga_stihi # | 9 157 686 | 12.80 GB | ||
| 俄罗斯NLP数据集 | Webhose.io，lenta.ru和其他新闻网站的几个俄罗斯新闻数据集。 | ||||
| 消息 | load_buriy_news # | news | 2 154 801 | 6.84 GB | 排名前40个新闻 + 20个时尚新闻网站的垃圾场。wget https://github.com/buriy/russian-nlp-datasets/releases/download/r4/news-articles-2014.tar.bz2wget https://github.com/buriy/russian-nlp-datasets/releases/download/r4/news-articles-2015-part1.tar.bz2wget https://github.com/buriy/russian-nlp-datasets/releases/download/r4/news-articles-2015-part2.tar.bz2 |
| Webhose | load_buriy_webhose # | news | 285 965 | 859.32 MB | 从Webhose.io转储，300个来源一个月。wget https://github.com/buriy/russian-nlp-datasets/releases/download/r4/webhose-2016.tar.bz2 |
| ODS #PROJ_NEWS_VIZ | #PROJ_NEWS_VIZ ODS项目的成员刮擦了几个新闻。 | ||||
| 国际交易 | load_ods_interfax # | news | 543 961 | 1.22 GB | wget https://github.com/ods-ai-ml4sg/proj_news_viz/releases/download/data/interfax.csv.gz |
| Gazeta | load_ods_gazeta # | news | 865 847 | 1.63 GB | wget https://github.com/ods-ai-ml4sg/proj_news_viz/releases/download/data/gazeta.csv.gz |
| izvestia | load_ods_izvestia # | news | 86 601 | 307.19 MB | wget https://github.com/ods-ai-ml4sg/proj_news_viz/releases/download/data/iz.csv.gz |
| Meduza | load_ods_meduza # | news | 71 806 | 270.11 MB | wget https://github.com/ods-ai-ml4sg/proj_news_viz/releases/download/data/meduza.csv.gz |
| RIA | load_ods_ria # | news | 101 543 | 233.88 MB | wget https://github.com/ods-ai-ml4sg/proj_news_viz/releases/download/data/ria.csv.gz |
| 今天的俄罗斯 | load_ods_rt # | news | 106 644 | 187.12 MB | wget https://github.com/ods-ai-ml4sg/proj_news_viz/releases/download/data/rt.csv.gz |
| tass | load_ods_tass # | news | 1 135 635 | 3.27 GB | wget https://github.com/ods-ai-ml4sg/proj_news_viz/releases/download/data/tass-001.csv.gz |
| 普遍的依赖性 | |||||
| GSD | load_ud_gsd # | morph syntax | 5 030 | 1.01 MB | wget https://github.com/UniversalDependencies/UD_Russian-GSD/raw/master/ru_gsd-ud-dev.conlluwget https://github.com/UniversalDependencies/UD_Russian-GSD/raw/master/ru_gsd-ud-test.conlluwget https://github.com/UniversalDependencies/UD_Russian-GSD/raw/master/ru_gsd-ud-train.conllu |
| 塔加 | load_ud_taiga # | morph syntax | 3 264 | 353.80 kb | wget https://github.com/UniversalDependencies/UD_Russian-Taiga/raw/master/ru_taiga-ud-dev.conlluwget https://github.com/UniversalDependencies/UD_Russian-Taiga/raw/master/ru_taiga-ud-test.conlluwget https://github.com/UniversalDependencies/UD_Russian-Taiga/raw/master/ru_taiga-ud-train.conllu |
| Pud | load_ud_pud # | morph syntax | 1,000 | 207.78 kb | wget https://github.com/UniversalDependencies/UD_Russian-PUD/raw/master/ru_pud-ud-test.conllu |
| Santtagrus | load_ud_syntag # | morph syntax | 61 889 | 11.33 MB | wget https://github.com/UniversalDependencies/UD_Russian-SynTagRus/raw/master/ru_syntagrus-ud-dev.conlluwget https://github.com/UniversalDependencies/UD_Russian-SynTagRus/raw/master/ru_syntagrus-ud-test.conlluwget https://github.com/UniversalDependencies/UD_Russian-SynTagRus/raw/master/ru_syntagrus-ud-train.conllu |
| Morphorueval-2017 | |||||
| 一般的Internet-Corpus | load_morphoru_gicrya # | morph | 83 148 | 10.58 mb | wget https://github.com/dialogue-evaluation/morphoRuEval-2017/raw/master/GIKRYA_texts_new.zipunzip GIKRYA_texts_new.ziprm GIKRYA_texts_new.zip |
| 俄罗斯国家语料库 | load_morphoru_rnc # | morph | 98 892 | 12.71 MB | wget https://github.com/dialogue-evaluation/morphoRuEval-2017/raw/master/RNC_texts.rarunrar x RNC_texts.rarrm RNC_texts.rar |
| Opencorpora | load_morphoru_corpora # | morph | 38 510 | 4.80 MB | wget https://github.com/dialogue-evaluation/morphoRuEval-2017/raw/master/OpenCorpora_Texts.rarunrar x OpenCorpora_Texts.rarrm OpenCorpora_Texts.rar |
| 俄罗斯俄罗斯语义相关性 | |||||
| HJ：单词对的人类判断 | load_russe_hj # | emb sim | wget https://github.com/nlpub/russe-evaluation/raw/master/russe/evaluation/hj.csv | ||
| RT：来自Thresurus Ruthes的同义词和高鼻 | load_russe_rt # | emb sim | wget https://raw.githubusercontent.com/nlpub/russe-evaluation/master/russe/evaluation/rt.csv | ||
| AE：sociation.org实验的认知关联 | load_russe_ae # | emb sim | wget https://github.com/nlpub/russe-evaluation/raw/master/russe/evaluation/ae-train.csvwget https://github.com/nlpub/russe-evaluation/raw/master/russe/evaluation/ae-test.csvwget https://raw.githubusercontent.com/nlpub/russe-evaluation/master/russe/evaluation/ae2.csv | ||
| TOLOKA数据集 | |||||
| 来自人群智慧的词汇关系（LRWC） | load_toloka_lrwc # | emb sim | wget https://tlk.s3.yandex.net/dataset/LRWC.zipunzip LRWC.ziprm LRWC.zip | ||
| 俄罗斯不良药物反应的推文（Ruadrect） | load_ruadrect # | social | 9 515 | 2.09 MB | 该语料库是针对健康应用的社交媒体开采（＃SMM4H）共享任务2020wget https://github.com/cimm-kzn/RuDReC/raw/master/data/RuADReCT.zipunzip RuADReCT.ziprm RuADReCT.zip |
corus/sources/<source>.pycorus/sources/__init__.py中corus/source/meta.py中docs.ipynb （检查元表是正确的）开发环境
python -m venv ~ /.venvs/natasha-corus
source ~ /.venvs/natasha-corus/bin/activate
pip install -r requirements/dev.txt
pip install -e .
python -m ipykernel install --user --name natasha-coruslint +更新文档
make lint
make exec-docs发布
# Update setup.py version
git commit -am ' Up version '
git tag v0.10.0
git push
git push --tags
