Kazan Federal University Digital Repository

Automated Compilation of a Corpus-Based Dictionary and Computing Concreteness Ratings of Russian

Show simple item record

dc.contributor.author Solovyev V.
dc.contributor.author Ivanov V.
dc.date.accessioned 2021-02-25T06:51:01Z
dc.date.available 2021-02-25T06:51:01Z
dc.date.issued 2020
dc.identifier.issn 0302-9743
dc.identifier.uri https://dspace.kpfu.ru/xmlui/handle/net/161077
dc.description.abstract © 2020, Springer Nature Switzerland AG. The article presents new method implemented by the authors to generate dictionaries of concrete/abstract words for Russian. The method based on pretrained word embeddings computes concreteness ranking defined as a function of similarity between word vectors and the distance between a word in question and the ‘seed’ of concrete/abstract words. Implementation of the method resulted in generating the Russian Dictionary of Concreteness/Abstractness with concreteness ratings. Context information encoded by word embeddings useful to rank words by their concreteness score. The resulting C/A rankings strongly correlate with human experts’ assessments.
dc.relation.ispartofseries Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
dc.subject Abstract words
dc.subject Concrete words
dc.subject Corpora
dc.subject Experiment
dc.subject Word embedding
dc.title Automated Compilation of a Corpus-Based Dictionary and Computing Concreteness Ratings of Russian
dc.type Conference Paper
dc.relation.ispartofseries-volume 12335 LNAI
dc.collection Публикации сотрудников КФУ
dc.relation.startpage 554
dc.source.id SCOPUS03029743-2020-12335-SID85092935883


Files in this item

This item appears in the following Collection(s)

  • Публикации сотрудников КФУ Scopus [24551]
    Коллекция содержит публикации сотрудников Казанского федерального (до 2010 года Казанского государственного) университета, проиндексированные в БД Scopus, начиная с 1970г.

Show simple item record

Search DSpace


Advanced Search

Browse

My Account

Statistics