Texts

RCV1

Reuters Corpus Volume 1

Introduced in RCV1: A New Benchmark Collection for Text Categorization Research2003

About this Dataset

The RCV1 dataset is a benchmark dataset on text categorization. It is a collection of newswire articles producd by Reuters in 1996-1997. It contains 804,414 manually labeled newswire documents, and categorized with respect to three controlled vocabularies: industries, topics and regions.

Source: Random Projections for Linear Support Vector Machines Image Source: https://www.nasdaq.com/publishers/reuters

Source: RCV1: A New Benchmark Collection for Text Categorization Research

Dataset Variants

RCV1-v2Reuters RCV1/RCV2 English-to-GermanReuters RCV1/RCV2 German-to-EnglishRCV1

Papers1

RCV1: A New Benchmark Collection for Text Categorization Research

This work describes the coding policy and quality control procedures used in producing the RCV1 data, the intended semantics of the hierarchical category taxonomies, and the corrections necessary to remove errorful data.

Dataset Loaders

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wangzemin63/dataset

pytorch

Tasks

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Text Classification Multi-Label Text Classification Hierarchical Multi-label Classification Cross-Lingual Document Classification

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