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Datasets/SQuAD

SQuAD

Stanford Question Answering Dataset

TextsCC BY-SA 4.0Introduced 2024-02-07

The Stanford Question Answering Dataset (SQuAD) is a collection of question-answer pairs derived from Wikipedia articles. In SQuAD, the correct answers of questions can be any sequence of tokens in the given text. Because the questions and answers are produced by humans through crowdsourcing, it is more diverse than some other question-answering datasets. SQuAD 1.1 contains 107,785 question-answer pairs on 536 articles. SQuAD2.0 (open-domain SQuAD, SQuAD-Open), the latest version, combines the 100,000 questions in SQuAD1.1 with over 50,000 un-answerable questions written adversarially by crowdworkers in forms that are similar to the answerable ones.

Source: Deep Learning Based Text Classification: A Comprehensive Review Image Source: https://rajpurkar.github.io/SQuAD-explorer/explore/v2.0/dev/Prime_number.html

Benchmarks

Data-free Knowledge Distillation/Exact MatchKnowledge Distillation/Exact MatchQuestion Answering/Exact MatchQuestion Answering/F1Question Generation/QAEQuestion Generation/R-QAE

Related Benchmarks

SQuAD1.1/Open-Domain Question Answering/EMSQuAD1.1/Question Answering/EMSQuAD1.1/Question Answering/Exact MatchSQuAD1.1/Question Answering/F1SQuAD1.1/Question Answering/Hardware BurdenSQuAD1.1/Question Answering/Operations per network passSQuAD1.1/Question Generation/BLEU-4SQuAD1.1/Question Generation/METEORSQuAD1.1/Question Generation/ROUGE-LSQuAD1.1 dev/Open-Domain Question Answering/EMSQuAD1.1 dev/Question Answering/EMSQuAD1.1 dev/Question Answering/F1SQuAD2.0/Question Answering/EMSQuAD2.0/Question Answering/F1SQuAD2.0 dev/Question Answering/EMSQuAD2.0 dev/Question Answering/F1

Statistics

Papers
151
Benchmarks
6

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Tasks

Data-free Knowledge DistillationKnowledge DistillationOpen-Domain Question AnsweringQuestion AnsweringQuestion GenerationReading Comprehensiontext2text-generation