Data Science by ODS.ai 🦜
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First Telegram Data Science channel. Covering all technical and popular staff about anything related to Data Science: AI, Big Data, Machine Learning, Statistics, general Math and the applications of former. To reach editors contact: @malev
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QUESTION ANSWER ARCHITECTURES – SQUAD 2.0 + U-NET

Stanford Question Answering Dataset (SQuAD) is a reading comprehension dataset, consisting of questions posed by crowdworkers on a set of Wikipedia articles, where the answer to every question is a segment of text, or span, from the corresponding reading passage, or the question might be unanswerable.

Artilce provides easy intro into NLP, covering very basic methods and defenitions.


Link: https://betterlearningforlife.com/2018/11/16/question-answer-architectures-squad-2-0-u-net/

#NLP #QA #SQuAD #novice
​​SberQuAD – Russian Reading Comprehension Dataset: Description and Analysis

#SberQuAD – a large scale analog of #Stanford #SQuAD in the Russian language – is a valuable resource that has not been properly presented to the scientific community.

SberQuAD creators generally followed a procedure described by the SQuAD authors, which resulted in the similarly high lexical overlap between questions and sentences with answers.

paper: https://arxiv.org/abs/1912.09723
link to SDSJ Task B dataset: http://files.deeppavlov.ai/datasets/sber_squad-v1.1.tar.gz