Olga Kolesnikova

Orcid: 0000-0002-1307-1647

According to our database1, Olga Kolesnikova authored at least 50 papers between 2010 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Multi-Instrument Based N-Grams for Composer Classification Task.
Computación y Sistemas (CyS), 2024

EthioMT: Parallel Corpus for Low-resource Ethiopian Languages.
CoRR, 2024

EthioLLM: Multilingual Large Language Models for Ethiopian Languages with Task Evaluation.
CoRR, 2024

2023
First Attempt at Building Parallel Corpora for Machine Translation of Northeast India's Very Low-Resource Languages.
CoRR, 2023

SpaDeLeF: A Dataset for Hierarchical Classification of Lexical Functions for Collocations in Spanish.
CoRR, 2023

Automatic Translation of Hate Speech to Non-hate Speech in Social Media Texts.
CoRR, 2023

Enhancing Translation for Indigenous Languages: Experiments with Multilingual Models.
CoRR, 2023

Parallel Corpus for Indigenous Language Translation: Spanish-Mazatec and Spanish-Mixtec.
CoRR, 2023

Analysis of Emotions in Speech Acts for Chatbots: An Overview and a Model Proposal.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

Transformer-Based Hate Speech Detection for Multi-Class and Multi-Label Classification.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), 2023

Multilingual Hope Speech Detection using Machine Learning.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), 2023

LIDOMA at HOPE2023@IberLEF: Hope Speech Detection Using Lexical Features and Convolutional Neural Networks.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), 2023

LIDOMA at HOMO-MEX2023@IberLEF: Hate Speech Detection Towards the Mexican Spanish-Speaking LGBT+ Population. The Importance of Preprocessing Before Using BERT-Based Models.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), 2023

Zavira at HOPE2023@IberLEF: Hope Speech Detection from Text using TF-IDF Features and Machine Learning Algorithms.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), 2023

Natural Language Processing in Ethiopian Languages: Current State, Challenges, and Opportunities.
Proceedings of the Fourth workshop on Resources for African Indigenous Languages (RAIL 2023), 2023

Stock Market Performance Analytics Using XGBoost.
Proceedings of the Advances in Computational Intelligence, 2023

Evaluating the Effectiveness of Hybrid Features in Fake News Detection on Social Media.
Proceedings of the International Conference on Information and Communication Technology for Development for Africa, 2023

2022
Transformer-based Model for Word Level Language Identification in Code-mixed Kannada-English Texts.
CoRR, 2022

Detection of Aggressive and Violent Incidents from Social Media in Spanish using Pre-trained Language Model.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2022), 2022

Urdu Named Entity Recognition with Attention Bi-LSTM-CRF Model.
Proceedings of the Advances in Computational Intelligence, 2022

Improving Neural Machine Translation for Low Resource Languages Using Mixed Training: The Case of Ethiopian Languages.
Proceedings of the Advances in Computational Intelligence, 2022

The Effect of Normalization for Bi-directional Amharic-English Neural Machine Translation.
Proceedings of the International Conference on Information and Communication Technology for Development for Africa, 2022

CIC NLP at SMM4H 2022: a BERT-based approach for classification of social media forum posts.
Proceedings of The Seventh Workshop on Social Media Mining for Health Applications, 2022

CIC at CheckThat!-2022: Multi-class and Cross-lingual Fake News Detection.
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

2021
Improved Twitter Virality Prediction using Text and RNN-LSTM.
Int. J. Comb. Optim. Probl. Informatics, 2021

Knowledge-based Direct Anaphora Resolution for Definitive Pronouns.
Computación y Sistemas, 2021

Virality Prediction for News Tweets Using RoBERTa.
Proceedings of the Advances in Soft Computing, 2021

2020
Complex System View on Natural Language.
Polibits, 2020

A study of lexical function detection with word2vec and supervised machine learning.
J. Intell. Fuzzy Syst., 2020

Overview of Methods to Avoid User Profiling.
Computación y Sistemas, 2020

Automatic Detection of Semantic Classes of Verb-Noun Collocations.
Computación y Sistemas, 2020

Automatic Detection of Lexical Functions in Context.
Computación y Sistemas, 2020

2019
Dictionary and Corpus-Based Study of Lexical Functions in Spanish.
POLIBITS, 2019

Human interaction with shopping assistant robot in natural language.
J. Intell. Fuzzy Syst., 2019

Lexical Function Identification Using Word Embeddings and Deep Learning.
Proceedings of the Advances in Soft Computing, 2019

2018
Exploring the Context of Lexical Functions.
Proceedings of the Advances in Computational Intelligence, 2018

2017
Binary and Multi-class Classification of Lexical Functions in Spanish Verb-Noun Collocations.
Proceedings of the Advances in Computational Intelligence, 2017

2016
Spoken English Learner Corpora.
Res. Comput. Sci., 2016

Survey of Word Co-occurrence Measures for Collocation Detection.
Computación y Sistemas, 2016

Characteristics of Most Frequent Spanish Verb-Noun Combinations.
Proceedings of the Advances in Computational Intelligence, 2016

2015
Measuring Non-compositionality of Verb-Noun Collocations Using Lexical Functions and WordNet Hypernyms.
Proceedings of the Advances in Artificial Intelligence and Its Applications, 2015

2014
Error Patterns for Automatic Error Detection in Computer Assisted Pronunciation Training Systems.
Res. Comput. Sci., 2014

Modelo computacional del diálogo basado en reglas aplicado a un robot guía móvil.
Polibits, 2014

Discriminative Ability of WordNet Senses on the Task of Detecting Lexical Functions in Spanish Verb Noun Collocations.
Int. J. Comput. Linguistics Appl., 2014

2013
Semantic Analysis of Verbal Collocations with Lexical Functions
Studies in Computational Intelligence 414, Springer, ISBN: 978-3-642-28770-1, 2013

2012
Linguistic Support of a CAPT System for Teaching English Pronunciation to Mexican Spanish Speakers.
Res. Comput. Sci., 2012

Meaning Representation for Automatic Extraction of Lexical Functions.
Res. Comput. Sci., 2012

Evaluación de algoritmos de aprendizaje supervisado para reconocimiento de las clases semánticas de colocaciones verbo-sustantivo en español.
Computación y Sistemas, 2012

2010
Supervised Machine Learning for Predicting the Meaning of Verb-Noun Combinations in Spanish.
Proceedings of the Advances in Soft Computing, 2010

Supervised Learning for Semantic Classification of Spanish Collocations.
Proceedings of the Advances in Pattern Recognition, 2010


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