Search Results for author: Alexey Sorokin

Found 13 papers, 6 papers with code

LowResourceEval-2019: a shared task on morphological analysis for low-resource languages

1 code implementation30 Jan 2020 Elena Klyachko, Alexey Sorokin, Natalia Krizhanovskaya, Andrew Krizhanovsky, Galina Ryazanskaya

The paper describes the results of the first shared task on morphological analysis for the languages of Russia, namely, Evenki, Karelian, Selkup, and Veps.

Morphological Analysis

Convolutional neural networks for low-resource morpheme segmentation: baseline or state-of-the-art?

1 code implementation WS 2019 Alexey Sorokin

We apply convolutional neural networks to the task of shallow morpheme segmentation using low-resource datasets for 5 different languages.

Morphological Analysis

Tuning Multilingual Transformers for Language-Specific Named Entity Recognition

1 code implementation WS 2019 Mikhail Arkhipov, Maria Trofimova, Yuri Kuratov, Alexey Sorokin

Our paper addresses the problem of multilingual named entity recognition on the material of 4 languages: Russian, Bulgarian, Czech and Polish.

Multilingual Named Entity Recognition NER +1

Morphological parsing of low‑resource languages

1 code implementation Dialogue 2019 conference 2019 Alexey Sorokin

It this paper we study morphological parsing and lemmatization on the material of Evenk and Selkup language.

Lemmatization Morphological Analysis

Improving neural morphological Tagging using Language Models

no code implementations Dialogue, International Conference on Computational Linguistics, At Moscow 2018 Alexey Sorokin

This paper addresses the task of morphological tagging and demonstrates how neural network architectures bene t from using language models for morphological tags.

Language Modelling Morphological Tagging

Spelling Correction for Morphologically Rich Language: a Case Study of Russian

no code implementations WS 2017 Alexey Sorokin

We present an algorithm for automatic correction of spelling errors on the sentence level, which uses noisy channel model and feature-based reranking of hypotheses.

Language Modelling Lemmatization +1

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