{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/sberquad-russian-reading-comprehension","title":"SberQuAD -- Russian Reading Comprehension Dataset: Description and Analysis","arxiv_id":"1912.09723","date":"2019-12-20","proceeding":null,"authors":["Pavel Efimov","Andrey Chertok","Leonid Boytsov","Pavel Braslavski"],"abstract":"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. We fill this gap by providing a description, a thorough analysis, and baseline experimental results.","url_abs":"https://arxiv.org/abs/1912.09723v3","url_pdf":"https://arxiv.org/pdf/1912.09723v3.pdf","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","row_kind":"abstracts"},"code_links":[],"tasks":[{"task_slug":"question-answering","task_name":"Question Answering"},{"task_slug":"reading-comprehension","task_name":"Reading Comprehension"}],"methods":[],"datasets_introduced":[{"slug":"sberquad","name":"SberQuAD","full_name":"Sberbank Question Answering Dataset"}],"methods_introduced":[],"results":[{"leaderboard":"/sota/question-answering-on-sberquad","task":"Question Answering","dataset":"SberQuAD","model":"DeepPavlov RuBERT","rank_in_archive_order":1,"of":3,"metrics":{"EM":"66.30+-0.24","F1":"84.60+-0.11"},"uses_additional_data":false},{"leaderboard":"/sota/question-answering-on-sberquad","task":"Question Answering","dataset":"SberQuAD","model":"DeepPavlov multilingual BERT","rank_in_archive_order":2,"of":3,"metrics":{"EM":"64.35+-0.39","F1":"83.39+-0.08"},"uses_additional_data":false},{"leaderboard":"/sota/question-answering-on-sberquad","task":"Question Answering","dataset":"SberQuAD","model":"DeepPavlov R-Net","rank_in_archive_order":3,"of":3,"metrics":{"EM":"60.62","F1":"80.04"},"uses_additional_data":false}],"syntology":{"atlas_url":"https://app.syntology.ai/?focus=1912.09723","mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}