9 datasets found

Text categorization, a document may be associated with a range of topics, such as science, entertainment, and news.

Topic modeling has been a widely used tool for unsupervised text analysis. However, comprehensive evaluations of a topic model remain challenging.

The 20Newsgroups data set is a dataset of 18,846 instances of newsgroup documents.

The AGNews dataset is a collection of news articles, where each article is labeled with a topic (e.g. politics, sports, etc.).

The dataset used in this paper is a collection of news articles from Google News.

The dataset used in this paper is a collection of English Wikipedia abstracts from DBpedia.

The dataset used in this paper is a collection of documents from various domains, including news, articles, and emails.

The dataset used in this paper is Wikitext-103, a general English language corpus containing good and featured Wikipedia articles.

The Reuters RCV1-v2 contains 804,414 newswire articles. There are 103 topics which form a tree hierarchy. Thus documents typically have multiple labels. The data was randomly...