Datasets

19

ag_news

AG is a collection of more than 1 million news articles. News articles have been gathered from more than 2000 news sources by ComeToMyHead in more than 1 year of activity. ComeToMyHead is an academic news search engine which has been running since July, 2004. The dataset is provided by the academic comunity for research purposes in data mining (...

amazon_reviews_multi

We provide an Amazon product reviews dataset for multilingual text classification. The dataset contains reviews in English, Japanese, German, French, Chinese and Spanish, collected between November 1, 2015 and November 1, 2019. Each record in the dataset contains the review text, the review title, the star rating, an anonymized reviewer ID, an a...

arsentd_lev

The Arabic Sentiment Twitter Dataset for Levantine dialect (ArSenTD-LEV) contains 4,000 tweets written in Arabic and equally retrieved from Jordan, Lebanon, Palestine and Syria.

counter

The COrpus of Urdu News TExt Reuse (COUNTER) corpus contains 1200 documents with real examples of text reuse from the field of journalism. It has been manually annotated at document level with three levels of reuse: wholly derived, partially derived and non derived.

dbpedia_14

The DBpedia ontology classification dataset is constructed by picking 14 non-overlapping classes from DBpedia 2014. They are listed in classes.txt. From each of thse 14 ontology classes, we randomly choose 40,000 training samples and 5,000 testing samples. Therefore, the total size of the training dataset is 560,000 and testing dataset 70,000. T...

gnad10

This dataset is intended to advance topic classification for German texts. A classifier that is efffective in English may not be effective in German dataset because it has a higher inflection and longer compound words. The 10kGNAD dataset contains 10273 German news articles from an Austrian online newspaper categorized into 9 categories. Article...

hate_speech_pl

HateSpeech corpus in the current version contains over 2000 posts crawled from public Polish web. They represent various types and degrees of offensive language, expressed toward minorities (eg. ethnical, racial). The data were annotated manually.

hausa_voa_topics

A collection of news article headlines in Hausa from VOA Hausa. Each headline is labeled with one of the following classes: Nigeria, Africa, World, Health or Politics. The dataset was presented in the paper: Hedderich, Adelani, Zhu, Alabi, Markus, Klakow: Transfer Learning and Distant Supervision for Multilingual Transformer Models: A Study on ...

kannada_news

The Kannada news dataset contains only the headlines of news article in three categories: Entertainment, Tech, and Sports. The data set contains around 6300 news article headlines which collected from Kannada news websites. The data set has been cleaned and contains train and test set using which can be used to benchmark classification models i...

pn_summary

A well-structured summarization dataset for the Persian language consists of 93,207 records. It is prepared for Abstractive/Extractive tasks (like cnn_dailymail for English). It can also be used in other scopes like Text Generation, Title Generation, and News Category Classification. It is imperative to consider that the newlines were replaced w...

prachathai67k

`prachathai-67k`: News Article Corpus and Multi-label Text Classificdation from Prachathai.com The prachathai-67k dataset was scraped from the news site Prachathai. We filtered out those articles with less than 500 characters of body text, mostly images and cartoons. It contains 67,889 articles wtih 12 curated tags from August 24, 2004 to Novemb...

pubmed

NLM produces a baseline set of MEDLINE/PubMed citation records in XML format for download on an annual basis. The annual baseline is released in December of each year. Each day, NLM produces update files that include new, revised and deleted citations. See our documentation page for more information.

sofc_materials_articles

The SOFC-Exp corpus consists of 45 open-access scholarly articles annotated by domain experts. A corpus and an inter-annotator agreement study demonstrate the complexity of the suggested named entity recognition and slot filling tasks as well as high annotation quality is presented in the accompanying paper.

telugu_news

This dataset contains Telugu language news articles along with respective topic labels (business, editorial, entertainment, nation, sport) extracted from the daily Andhra Jyoti. This dataset could be used to build Classification and Language Models.

xglue

XGLUE is a new benchmark dataset to evaluate the performance of cross-lingual pre-trained models with respect to cross-lingual natural language understanding and generation. The benchmark is composed of the following 11 tasks: - NER - POS Tagging (POS) - News Classification (NC) - MLQA - XNLI - PAWS-X - Query-Ad Matching (QADSM) - Web Page Ranki...

annotations_creators: crowdsourced annotations_creators: machine-generated annotations_creators: expert-generated annotations_creators: found annotations_creators: machine-generated annotations_creators: expert-generated annotations_creators: expert-generated annotations_creators: found annotations_creators: machine-generated annotations_creators: machine-generated annotations_creators: machine-generated annotations_creators: machine-generated annotations_creators: machine-generated language_creators: found language_creators: found language_creators: crowdsourced language_creators: expert-generated language_creators: machine-generated language_creators: expert-generated language_creators: crowdsourced language_creators: expert-generated language_creators: found language_creators: found language_creators: machine-generated language_creators: found language_creators: crowdsourced language_creators: expert-generated languages: ar languages: de languages: en languages: es languages: hi languages: vi languages: zh languages: en languages: de languages: es languages: fr languages: ru languages: de languages: en languages: es languages: nl languages: en languages: de languages: es languages: fr languages: ru languages: en languages: de languages: es languages: fr languages: ar languages: bg languages: de languages: el languages: en languages: es languages: fr languages: hi languages: it languages: nl languages: pl languages: ru languages: th languages: tr languages: ur languages: vi languages: zh languages: en languages: de languages: fr languages: en languages: de languages: fr languages: en languages: de languages: fr languages: pt languages: it languages: zh languages: en languages: de languages: fr languages: es languages: it languages: pt languages: zh languages: ar languages: bg languages: de languages: el languages: en languages: es languages: fr languages: hi languages: ru languages: sw languages: th languages: tr languages: ur languages: vi languages: zh licenses: cc-by-sa-4.0 licenses: unknown licenses: unknown licenses: unknown licenses: unknown licenses: other-Licence Universal Dependencies v2.5 licenses: unknown licenses: unknown licenses: unknown licenses: unknown licenses: cc-by-nc-4.0 multilinguality: multilingual multilinguality: multilingual multilinguality: multilingual multilinguality: multilingual multilinguality: multilingual multilinguality: multilingual multilinguality: multilingual multilinguality: multilingual multilinguality: multilingual multilinguality: multilingual multilinguality: multilingual multilinguality: translation size_categories: 100K<n<1M size_categories: 100K<n<1M size_categories: 10K<n<100K size_categories: 100K<n<1M size_categories: 10K<n<100K size_categories: 10K<n<100K size_categories: 100K<n<1M size_categories: 100K<n<1M size_categories: 100K<n<1M size_categories: 100K<n<1M size_categories: 100K<n<1M source_datasets: extended|squad source_datasets: original source_datasets: extended|conll2003 source_datasets: original source_datasets: original source_datasets: original source_datasets: original source_datasets: original source_datasets: original source_datasets: original source_datasets: extended|xnli task_categories: question-answering task_categories: text-classification task_categories: structure-prediction task_categories: conditional-text-generation task_categories: text-classification task_categories: structure-prediction task_categories: text-classification task_categories: text-classification task_categories: conditional-text-generation task_categories: text-classification task_categories: text-classification task_ids: extractive-qa task_ids: open-domain-qa task_ids: topic-classification task_ids: named-entity-recognition task_ids: summarization task_ids: text-classification-other-paraphrase identification task_ids: parsing task_ids: acceptability-classification task_ids: acceptability-classification task_ids: conditional-text-generation-other-question-answering task_ids: acceptability-classification task_ids: natural-language-inference

yahoo_answers_topics

Yahoo! Answers Topic Classification is text classification dataset. The dataset is the Yahoo! Answers corpus as of 10/25/2007. The Yahoo! Answers topic classification dataset is constructed using 10 largest main categories. From all the answers and other meta-information, this dataset only used the best answer content and the main category infor...

yoruba_bbc_topics

A collection of news article headlines in Yoruba from BBC Yoruba. Each headline is labeled with one of the following classes: africa, entertainment, health, nigeria, politics, sport or world. The dataset was presented in the paper: Hedderich, Adelani, Zhu, Alabi, Markus, Klakow: Transfer Learning and Distant Supervision for Multilingual Transfo...