Search Results for author: Pavel Efimov

Found 3 papers, 1 papers with code

KazQAD: Kazakh Open-Domain Question Answering Dataset

1 code implementation6 Apr 2024 Rustem Yeshpanov, Pavel Efimov, Leonid Boytsov, Ardak Shalkarbayuli, Pavel Braslavski

We introduce KazQAD -- a Kazakh open-domain question answering (ODQA) dataset -- that can be used in both reading comprehension and full ODQA settings, as well as for information retrieval experiments.

Information Retrieval Machine Translation +4

The Impact of Cross-Lingual Adjustment of Contextual Word Representations on Zero-Shot Transfer

no code implementations13 Apr 2022 Pavel Efimov, Leonid Boytsov, Elena Arslanova, Pavel Braslavski

Our study reproduced gains in NLI for four languages, showed improved NER, XSR, and cross-lingual QA results in three languages (though some cross-lingual QA gains were not statistically significant), while mono-lingual QA performance never improved and sometimes degraded.

Continual Learning Machine Reading Comprehension +4

SberQuAD -- Russian Reading Comprehension Dataset: Description and Analysis

no code implementations20 Dec 2019 Pavel Efimov, Andrey Chertok, Leonid Boytsov, Pavel Braslavski

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.

Question Answering Reading Comprehension

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