131 citations · 134 across the 2 of their papers we have counts for
4 papers · 1 filter
The Limitations of Cross-language Word Embeddings Evaluation
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 a…
Can Eye Movement Data Be Used As Ground Truth For Word Embeddings Evaluation?
Amir Bakarov
In recent years a certain success in the task of modeling lexical semantics was obtained with distributional semantic models. Nevertheless, the scientific community is still unawar…
A Survey of Word Embeddings Evaluation Methods
Amir Bakarov
Word embeddings are real-valued word representations able to capture lexical semantics and trained on natural language corpora. Models proposing these representations have gained p…
Automated Detection of Non-Relevant Posts on the Russian Imageboard "2ch": Importance of the Choice of Word Representations
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 o…