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General NLP Datasets

There are 200 general nlp datasets in our directory, 8 of which are benchmarks. Each links to its source, paper, and download — browse the full list below or filter by language.

General NLP is a machine-learning task covered in our directory. We catalog 200 datasets for it.

Updated June 2026

What languages do general nlp datasets cover?

English datasets (150)EN datasets (36)ZH datasets (7)RU datasets (3)JA datasets (3)KO datasets (1)VI datasets (1)CODE datasets (1)KK datasets (1)ACE datasets (1)AFR datasets (1)AMH datasets (1)HI datasets (1)FR datasets (1)ENG datasets (1)ES datasets (1)

Explore other dataset tasks

Text Corpora(154)Text Generation(137)Question Answering(130)Classification(45)Reading Comprehension(43)Text Classification(33)Machine Translation(25)Sentiment Analysis(21)Dialogue(21)Visual Question Answering(21)Text To Image(20)Image To Text(18)

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