Search Results for author: Elmurod Kuriyozov

Found 8 papers, 4 papers with code

CoLe and LYS at BioASQ MESINESP8 Task: similarity based descriptor assignment in Spanish

no code implementations2 Feb 2024 Francisco J. Ribadas-Pena, Shuyuan Cao, Elmurod Kuriyozov

In this paper, we describe our participation in the MESINESP Task of the BioASQ biomedical semantic indexing challenge.

Information Retrieval Retrieval

Design and Implementation of a Tool for Extracting Uzbek Syllables

no code implementations25 Dec 2023 Ulugbek Salaev, Elmurod Kuriyozov, Gayrat Matlatipov

In this paper, we present a comprehensive approach to syllabification for the Uzbek language, including rule-based techniques and machine learning algorithms.

Text classification dataset and analysis for Uzbek language

1 code implementation28 Feb 2023 Elmurod Kuriyozov, Ulugbek Salaev, Sanatbek Matlatipov, Gayrat Matlatipov

We also present a comprehensive evaluation of different models, ranging from traditional bag-of-words models to deep learning architectures, on this newly created dataset.

text-classification Text Classification

UzbekTagger: The rule-based POS tagger for Uzbek language

no code implementations30 Jan 2023 Maksud Sharipov, Elmurod Kuriyozov, Ollabergan Yuldashev, Ogabek Sobirov

This research paper presents a part-of-speech (POS) annotated dataset and tagger tool for the low-resource Uzbek language.

Language Modelling Machine Translation +5

Uzbek Sentiment Analysis based on local Restaurant Reviews

no code implementations31 May 2022 Sanatbek Matlatipov, Hulkar Rahimboeva, Jaloliddin Rajabov, Elmurod Kuriyozov

Extracting useful information for sentiment analysis and classification problems from a big amount of user-generated feedback, such as restaurant reviews, is a crucial task of natural language processing, which is not only for customer satisfaction where it can give personalized services, but can also influence the further development of a company.

Sentiment Analysis

A machine transliteration tool between Uzbek alphabets

1 code implementation19 May 2022 Ulugbek Salaev, Elmurod Kuriyozov, Carlos Gómez-Rodríguez

Machine transliteration, as defined in this paper, is a process of automatically transforming written script of words from a source alphabet into words of another target alphabet within the same language, while preserving their meaning, as well as pronunciation.

Transliteration

SimRelUz: Similarity and Relatedness scores as a Semantic Evaluation dataset for Uzbek language

1 code implementation SIGUL (LREC) 2022 Ulugbek Salaev, Elmurod Kuriyozov, Carlos Gómez-Rodríguez

Semantic relatedness between words is one of the core concepts in natural language processing, thus making semantic evaluation an important task.

Cross-Lingual Word Embeddings for Turkic Languages

1 code implementation LREC 2020 Elmurod Kuriyozov, Yerai Doval, Carlos Gómez-Rodríguez

Our experiments confirm that the obtained bilingual dictionaries outperform previously-available ones, and that word embeddings from a low-resource language can benefit from resource-rich closely-related languages when they are aligned together.

Cross-Lingual Word Embeddings Sentiment Analysis +1

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