Standard
Using explicit semantic analysis and word2Vec in measuring semantic relatedness of russian paraphrases. / Kriukova, Anna; Mitrofanova, Olga; Sukharev, Kirill; Roschina, Natalia.
Digital Transformation and Global Society - Third International Conference, DTGS 2018, Revised Selected Papers. ред. / Daniel A. Alexandrov; Yury Kabanov; Olessia Koltsova; Alexander V. Boukhanovsky; Andrei V. Chugunov. Springer Nature, 2018. стр. 350-360 (Communications in Computer and Information Science; Том 859).
Результаты исследований: Публикации в книгах, отчётах, сборниках, трудах конференций › статья в сборнике материалов конференции › Рецензирование
Harvard
Kriukova, A, Mitrofanova, O, Sukharev, K
& Roschina, N 2018,
Using explicit semantic analysis and word2Vec in measuring semantic relatedness of russian paraphrases. в DA Alexandrov, Y Kabanov, O Koltsova, AV Boukhanovsky & AV Chugunov (ред.),
Digital Transformation and Global Society - Third International Conference, DTGS 2018, Revised Selected Papers. Communications in Computer and Information Science, Том. 859, Springer Nature, стр. 350-360, 3rd International Conference on Digital Transformation and Global Society, DTGS 2018, St. Petersburg, Российская Федерация,
30/05/18.
https://doi.org/10.1007/978-3-030-02846-6_28
APA
Kriukova, A., Mitrofanova, O., Sukharev, K.
, & Roschina, N. (2018).
Using explicit semantic analysis and word2Vec in measuring semantic relatedness of russian paraphrases. в D. A. Alexandrov, Y. Kabanov, O. Koltsova, A. V. Boukhanovsky, & A. V. Chugunov (Ред.),
Digital Transformation and Global Society - Third International Conference, DTGS 2018, Revised Selected Papers (стр. 350-360). (Communications in Computer and Information Science; Том 859). Springer Nature.
https://doi.org/10.1007/978-3-030-02846-6_28
Vancouver
Kriukova A, Mitrofanova O, Sukharev K
, Roschina N.
Using explicit semantic analysis and word2Vec in measuring semantic relatedness of russian paraphrases. в Alexandrov DA, Kabanov Y, Koltsova O, Boukhanovsky AV, Chugunov AV, Редакторы, Digital Transformation and Global Society - Third International Conference, DTGS 2018, Revised Selected Papers. Springer Nature. 2018. стр. 350-360. (Communications in Computer and Information Science).
https://doi.org/10.1007/978-3-030-02846-6_28
Author
BibTeX
@inproceedings{101a5823457d43159792ce7ea2f8f514,
title = "Using explicit semantic analysis and word2Vec in measuring semantic relatedness of russian paraphrases",
abstract = "In this study we compare two semantic relatedness algorithms, namely, Explicit Semantic Analysis (ESA) and Word2Vec. ESA represents text meaning in a high-dimensional space of concepts derived from Wikipedia. Word2Vec generates distributed vector representations from large text corpora). Experiments were carried out on the Russian paraphrase corpus of news titles and Russian ParaPlag paraphrase corpus. The paper contains thorough analysis of results and evaluation procedure.",
keywords = "Explicit semantic analysis, Russian, Text relatedness, Word2vec",
author = "Anna Kriukova and Olga Mitrofanova and Kirill Sukharev and Natalia Roschina",
note = "Funding Information: The research discussed in the paper is supported by the RFBR grant № 16-06-00529 «Development of a linguistic toolkit for semantic analysis of Russian text corpora by statistical techniques». Publisher Copyright: {\textcopyright} Springer Nature Switzerland AG 2018. Copyright: Copyright 2019 Elsevier B.V., All rights reserved.; 3rd International Conference on Digital Transformation and Global Society, DTGS 2018 ; Conference date: 30-05-2018 Through 02-06-2018",
year = "2018",
doi = "10.1007/978-3-030-02846-6_28",
language = "English",
isbn = "9783030028459",
series = "Communications in Computer and Information Science",
publisher = "Springer Nature",
pages = "350--360",
editor = "Alexandrov, {Daniel A.} and Yury Kabanov and Olessia Koltsova and Boukhanovsky, {Alexander V.} and Chugunov, {Andrei V.}",
booktitle = "Digital Transformation and Global Society - Third International Conference, DTGS 2018, Revised Selected Papers",
address = "Germany",
url = "http://dtgs.ifmo.ru/",
}
RIS
TY - GEN
T1 - Using explicit semantic analysis and word2Vec in measuring semantic relatedness of russian paraphrases
AU - Kriukova, Anna
AU - Mitrofanova, Olga
AU - Sukharev, Kirill
AU - Roschina, Natalia
N1 - Funding Information:
The research discussed in the paper is supported by the RFBR grant № 16-06-00529 «Development of a linguistic toolkit for semantic analysis of Russian text corpora by statistical techniques».
Publisher Copyright:
© Springer Nature Switzerland AG 2018.
Copyright:
Copyright 2019 Elsevier B.V., All rights reserved.
PY - 2018
Y1 - 2018
N2 - In this study we compare two semantic relatedness algorithms, namely, Explicit Semantic Analysis (ESA) and Word2Vec. ESA represents text meaning in a high-dimensional space of concepts derived from Wikipedia. Word2Vec generates distributed vector representations from large text corpora). Experiments were carried out on the Russian paraphrase corpus of news titles and Russian ParaPlag paraphrase corpus. The paper contains thorough analysis of results and evaluation procedure.
AB - In this study we compare two semantic relatedness algorithms, namely, Explicit Semantic Analysis (ESA) and Word2Vec. ESA represents text meaning in a high-dimensional space of concepts derived from Wikipedia. Word2Vec generates distributed vector representations from large text corpora). Experiments were carried out on the Russian paraphrase corpus of news titles and Russian ParaPlag paraphrase corpus. The paper contains thorough analysis of results and evaluation procedure.
KW - Explicit semantic analysis
KW - Russian
KW - Text relatedness
KW - Word2vec
UR - http://www.scopus.com/inward/record.url?scp=85054857013&partnerID=8YFLogxK
U2 - 10.1007/978-3-030-02846-6_28
DO - 10.1007/978-3-030-02846-6_28
M3 - Conference contribution
AN - SCOPUS:85054857013
SN - 9783030028459
T3 - Communications in Computer and Information Science
SP - 350
EP - 360
BT - Digital Transformation and Global Society - Third International Conference, DTGS 2018, Revised Selected Papers
A2 - Alexandrov, Daniel A.
A2 - Kabanov, Yury
A2 - Koltsova, Olessia
A2 - Boukhanovsky, Alexander V.
A2 - Chugunov, Andrei V.
PB - Springer Nature
T2 - 3rd International Conference on Digital Transformation and Global Society, DTGS 2018
Y2 - 30 May 2018 through 2 June 2018
ER -
