Reading Comprehension Datasets
There are 78 reading comprehension datasets in our directory, 6 of which are benchmarks. Each links to its source, paper, and download — browse the full list below or filter by language.
Reading Comprehension is a machine-learning task covered in our directory. We catalog 78 datasets for it.
- A Conversational Question Answering Challenge (CoQA)Question Answering, Reading ComprehensionEnglish
- A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs (DROP)Question Answering, Reading ComprehensionEnglishBenchmark
- AI2 Reasoning Challenge (ARC)Question Answering, Reading ComprehensionEnglishBenchmark
- AI2 Science Questions MercuryReading ComprehensionEnglish
- AI2 Science Questions v2.1Question Answering, Reading ComprehensionEnglish
- AmbigNQQuestion Answering, Reading ComprehensionEnglish
- AQuAQuestion Answering, Reading ComprehensionEnglish
- Arabic Reading Comprehension Dataset (ARCD)Question Answering, Reading ComprehensionArabicBenchmark
- bAbI 20 TasksQuestion Answering, Reading ComprehensionHindi, English
- Children’s Book Test (CBT)Question Answering, Reading ComprehensionEnglish
- Chinese Machine Reading Comprehension (CMRC 2018)Question Answering, Reading ComprehensionChinese
- Chinese Machine Reading Comprehension (CMRC)Reading ComprehensionChinese
- Clinical Case Reports for Machine Reading Comprehension (CliCR)Question Answering, Reading ComprehensionEnglish
- CNN / Daily Mail DatasetQuestion Answering, Reading ComprehensionEnglish
- COmmonsense Dataset Adversarially-authored by Humans (CODAH)Question Answering, Reading Comprehension, CommonsenseEnglish
- CommonsenseQAQuestion Answering, Reading Comprehension, CommonsenseEnglish
- Complex Factoid Question Answering with Paraphrase Clusters (ComQA)Question Answering, Reading ComprehensionEnglish
- Cosmos QAQuestion Answering, Reading Comprehension, CommonsenseEnglish
- Dataset for the Machine Comprehension of TextQuestion Answering, Reading ComprehensionEnglish
- Delta Reading Comprehension DatasetQuestion Answering, Reading ComprehensionChinese
- Dialogue-Based Reading Comprehension Examination (DREAM)Question Answering, Reading Comprehension, DialogueEnglish
- DuReaderQuestion Answering, Reading ComprehensionMandarin
- emrQAQuestion Answering, Reading ComprehensionEnglish
- Explain Like I’m Five (ELI5)Question Answering, Reading ComprehensionEnglish
- Explanations for Science QuestionsQuestion Answering, Reading ComprehensionEnglish
- FQuADQuestion Answering, Reading ComprehensionFrench
- HotpotQAQuestion Answering, Reading ComprehensionEnglish
- Human-in-the-loop Dialogue Simulator (HITL)Question Answering, Reading ComprehensionEnglish
- IIRCReading ComprehensionEnglish
- InsuranceQAQuestion Answering, Reading ComprehensionEnglish
- Jeapardy Questions AnswersQuestion Answering, Reading ComprehensionEnglish
- KorQuADQuestion Answering, Reading ComprehensionKorean
- LogiQAQuestion Answering, Commonsense, Reading ComprehensionEnglish
- MathQAQuestion Answering, Reading ComprehensionEnglish
- Microsoft Machine Reading COmprehension Dataset (MS MARCO)Question Answering, Reading ComprehensionEnglishBenchmark
- MultiLingual Question Answering (MLQA)Question Answering, Reading ComprehensionMulti-Lingual
- Multimodal Comprehension of Cooking Recipes (RecipeQA)Question Answering, Reading ComprehensionEnglish
- NarrativeQAQuestion Answering, Reading ComprehensionEnglish
- Natural Questions (NQ)Question Answering, Reading ComprehensionEnglish
- NewsQAQuestion Answering, Reading ComprehensionEnglish
- OneStopQAQuestion Answering, Reading ComprehensionEnglish
- OpenBookQAQuestion Answering, Reading ComprehensionEnglish
- OpenKeyPhrase (OpenKP)Question Answering, Reading ComprehensionEnglish
- Portuguese SQuAD v1.1Question Answering, Reading ComprehensionPortuguese
- ProPara DatasetQuestion Answering, Reading ComprehensionEnglish
- QASCQuestion Answering, Reading ComprehensionEnglish
- QuaRel DatasetQuestion Answering, Reading ComprehensionEnglish
- QuaRTz DatasetQuestion Answering, Reading ComprehensionEnglish
- Quasar-S & TQuestion Answering, Reading ComprehensionEnglish
- Question Answering in Context (QuAC)Question Answering, Reading ComprehensionEnglish
- QuorefQuestion Answering, Reading ComprehensionEnglish
- ReAding Comprehension Dataset From Examinations (RACE)Question Answering, Reading ComprehensionEnglish
- Reading Comprehension over Multiple Sentences (MultiRC)Question Answering, Reading ComprehensionEnglish
- Reading Comprehension with Commonsense Reasoning Dataset (Record)Question Answering, Reading ComprehensionEnglish
- Reading Comprehension with Multiple Hops (Qangaroo)Question Answering, Reading ComprehensionEnglish
- ReClorReading ComprehensionEnglish
- SberQuADQuestion Answering, Reading ComprehensionRussian
- SciQ DatasetQuestion Answering, Reading ComprehensionEnglish
- SearchQAQuestion Answering, Reading ComprehensionEnglishBenchmark
- SelQAQuestion Answering, Reading ComprehensionEnglish
- SemEvalCQAQuestion Answering, Reading ComprehensionArabic, English
- Shaping Answers with Rules through Conversation (ShARC)Question Answering, Reading ComprehensionEnglishBenchmark
- Situations With Adversarial Generations (SWAG)Question Answering, Reading ComprehensionEnglish
- SQuAD-itQuestion Answering, Reading ComprehensionItalian
- SQuAD v2.0Question Answering, Reading ComprehensionEnglish
- Textbook Question AnsweringQuestion Answering, Reading Comprehension, VisualEnglish
- The Dialog-based Language Learning DatasetQuestion Answering, Reading ComprehensionEnglish
- The Movie Dialog DatasetQuestion Answering, Reading ComprehensionEnglish
- The Story Cloze Test | ROCStoriesQuestion Answering, Reading ComprehensionEnglish
- The WikiMovies DatasetQuestion Answering, Reading ComprehensionEnglish
- TrecQAQuestion Answering, Reading ComprehensionEnglish
- TriviaQAQuestion Answering, Reading ComprehensionEnglish
- TyDi QAQuestion Answering, Reading ComprehensionMulti-Lingual
- Urban Dictionary DatasetReading ComprehensionEnglish
- Vietnamese Multiple-choice Machine Reading Comprehension Corpus (ViMMRC)Question Answering, Reading ComprehensionVietnamese
- Who Did What DatasetQuestion Answering, Reading ComprehensionEnglish
- WikiQA CorpusQuestion Answering, Reading ComprehensionEnglish
- XQuADQuestion Answering, Reading ComprehensionMulti-Lingual