Andrey Kutuzov

Clustering Comparable Corpora of Russian and Ukrainian Academic Texts: Word Embeddings and Semantic Fingerprints

2016 · arXiv (Cornell University)

We present our experience in applying distributional semantics (neural word embeddings) to the problem of representing and clustering documents in a bilingual comparable corpus. Our data is a collection of Russian and Ukrainian academic texts, …

TAXONOMY ENRICHMENT FOR RUSSIAN: SYNSET CLASSIFICATION OUTPERFORMS LINEAR HYPONYM-HYPERNYM PROJECTIONS

2020 · Computational Linguistics and Intellectual Technologies

We present the description of our system that was ranked third in the noun sub-track of the Taxonomy Enrichment for the Russian Language shared task offered by Dialogue Evaluation 2020. Our best-performing system appears against …

UiO-UvA at SemEval-2020 Task 1: Contextualised Embeddings for Lexical\n Semantic Change Detection

2020 · arXiv (Cornell University)

We apply contextualised word embeddings to lexical semantic change detection\nin the SemEval-2020 Shared Task 1. This paper focuses on Subtask 2, ranking\nwords by the degree of their semantic drift over time. We analyse the\nperformance of …