Search Results for author: Amir Bakarov

Found 5 papers, 4 papers with code

Data-driven models and computational tools for neurolinguistics: a language technology perspective

1 code implementation23 Mar 2020 Ekaterina Artemova, Amir Bakarov, Aleksey Artemov, Evgeny Burnaev, Maxim Sharaev

In this paper, our focus is the connection and influence of language technologies on the research in neurolinguistics.

Word Embeddings

The Limitations of Cross-language Word Embeddings Evaluation

1 code implementation SEMEVAL 2018 Amir Bakarov, Roman Suvorov, Ilya Sochenkov

The aim of this work is to explore the possible limitations of existing methods of cross-language word embeddings evaluation, addressing the lack of correlation between intrinsic and extrinsic cross-language evaluation methods.

Embeddings Evaluation

Can Eye Movement Data Be Used As Ground Truth For Word Embeddings Evaluation?

no code implementations23 Apr 2018 Amir Bakarov

In recent years a certain success in the task of modeling lexical semantics was obtained with distributional semantic models.

Embeddings Evaluation Sentence +1

A Survey of Word Embeddings Evaluation Methods

2 code implementations21 Jan 2018 Amir Bakarov

Word embeddings are real-valued word representations able to capture lexical semantics and trained on natural language corpora.

Embeddings Evaluation

Automated Detection of Non-Relevant Posts on the Russian Imageboard "2ch": Importance of the Choice of Word Representations

1 code implementation16 Jul 2017 Amir Bakarov, Olga Gureenkova

This study considers the problem of automated detection of non-relevant posts on Web forums and discusses the approach of resolving this problem by approximation it with the task of detection of semantic relatedness between the given post and the opening post of the forum discussion thread.

Word Embeddings

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