Jurgita Kapociute-Dzikiene

According to our database, Jurgita Kapociute-Dzikiene authored at least 44 papers between 2012 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Deep learning-based automatic action extraction from structured chemical synthesis procedures.

Mantas Vaskevicius, Jurgita Kapociute-Dzikiene, Arnas Vaskevicius, Liudas Slepikas

PeerJ Comput. Sci., 2023

Deep learning-based sentiment classification in Amharic using multi-lingual datasets.

Senait Gebremichael Tesfagergish, Robertas Damasevicius, Jurgita Kapociute-Dzikiene

Comput. Sci. Inf. Syst., 2023

2022

Correcting diacritics and typos with ByT5 transformer model.

Lukas Stankevicius, Mantas Lukosevicius, Jurgita Kapociute-Dzikiene, Monika Briediene, Tomas Krilavicius

CoRR, 2022

Comparison of Deep Learning Approaches for Lithuanian Sentiment Analysis.

Jurgita Kapociute-Dzikiene, Askars Salimbajevs

Balt. J. Mod. Comput., 2022

Deep Learning-Based Sentiment Classification of Social Network Texts in Amharic Language.

Senait Gebremichael Tesfagergish, Robertas Damasevicius, Jurgita Kapociute-Dzikiene

Proceedings of the ICT Innovations 2022. Reshaping the Future Towards a New Normal, 2022

Vocabulary Expansion for the Sub-word WFST-Based Automatic Speech Recognition System.

Askars Salimbajevs, Jurgita Kapociute-Dzikiene

Proceedings of the Future Technologies Conference, 2022

Automatic Speech Recognition Model Adaptation to Medical Domain Using Untranscribed Audio.

Askars Salimbajevs, Jurgita Kapociute-Dzikiene

Proceedings of the Digital Business and Intelligent Systems, 2022

2021

Neural network hyperparameter optimization for prediction of real estate prices in Helsinki.

Jussi Kalliola, Jurgita Kapociute-Dzikiene, Robertas Damasevicius

PeerJ Comput. Sci., 2021

Deep Fake Recognition in Tweets Using Text Augmentation, Word Embeddings and Deep Learning.

Senait Gebremichael Tesfagergish, Robertas Damasevicius, Jurgita Kapociute-Dzikiene

Proceedings of the Computational Science and Its Applications - ICCSA 2021, 2021

2020

Part-of-Speech Tagging via Deep Neural Networks for Northern-Ethiopic Languages.

Jurgita Kapociute-Dzikiene, Senait Gebremichael Tesfagergish

Inf. Technol. Control., 2020

Deep Learning-Based Part-of-Speech Tagging of the Tigrinya Language.

Senait Gebremichael Tesfagergish, Jurgita Kapociute-Dzikiene

Proceedings of the Information and Software Technologies - 26th International Conference, 2020

Intent Detection-Based Lithuanian Chatbot Created via Automatic DNN Hyper-Parameter Optimization.

Jurgita Kapociute-Dzikiene

Proceedings of the Human Language Technologies - The Baltic Perspective, 2020

Coarse-Grained vs. Fine-Grained Lithuanian Dependency Parsing.

Jurgita Kapociute-Dzikiene, Robertas Damasevicius

Proceedings of the Intelligent Algorithms in Software Engineering, 2020

2019

Cut & recombine: reuse of robot action components based on simple language instructions.

Minija Tamosiunaite, Mohamad Javad Aein, Jan-Matthias Braun, Tomas Kulvicius, Irena Markievicz, Jurgita Kapociute-Dzikiene, Rita Valteryte, Andrei Haidu, Dimitrios Chrysostomou, Barry Ridge, Tomas Krilavicius, Daiva Vitkute-Adzgauskiene, Michael Beetz, Ole Madsen, Ales Ude, Norbert Krüger, Florentin Wörgötter

Int. J. Robotics Res., 2019

Sentiment Analysis of Lithuanian Texts Using Traditional and Deep Learning Approaches.

Jurgita Kapociute-Dzikiene, Robertas Damasevicius, Marcin Wozniak

Comput., 2019

2018

Sentiment Analysis of Lithuanian Texts Using Deep Learning Methods.

Jurgita Kapociute-Dzikiene, Robertas Damasevicius, Marcin Wozniak

Proceedings of the Information and Software Technologies - 24th International Conference, 2018

General-Purpose Lithuanian Automatic Speech Recognition System.

Askars Salimbajevs, Jurgita Kapociute-Dzikiene

Proceedings of the Human Language Technologies - The Baltic Perspective, 2018

Deeper Error Analysis of Lithuanian Morphological Analyzers.

Loïc Boizou, Jurgita Kapociute-Dzikiene, Erika Rimkute

Proceedings of the Human Language Technologies - The Baltic Perspective, 2018

Lithuanian Author Profiling with the Deep Learning.

Jurgita Kapociute-Dzikiene, Robertas Damasevicius

Proceedings of the 2018 Federated Conference on Computer Science and Information Systems, 2018

Intrinsic Evaluation of Lithuanian Word Embeddings Using WordNet.

Jurgita Kapociute-Dzikiene, Robertas Damasevicius

Proceedings of the Artificial Intelligence and Algorithms in Intelligent Systems, 2018

Authorship Identification Using Random Projections.

Robertas Damasevicius, Jurgita Kapociute-Dzikiene, Marcin Wozniak

Proceedings of the Artificial Intelligence and Algorithms in Intelligent Systems, 2018

2017

Character-Based Machine Learning vs. Language Modeling for Diacritics Restoration.

Jurgita Kapociute-Dzikiene, Andrius Davidsonas, Ausra Vidugiriene

Inf. Technol. Control., 2017

A Comparison of Lithuanian Morphological Analyzers.

Jurgita Kapociute-Dzikiene, Erika Rimkute, Loïc Boizou

Proceedings of the Text, Speech, and Dialogue - 20th International Conference, 2017

An automatic gender detection from non-normative lithuanian texts.

Monika Briediene, Jurgita Kapociute-Dzikiene

Proceedings of the Symposium for Young Scientists in Technology, 2017

Towards Creation of a Lithuanian Lemmatizer for Open Online Collaborative Machine Translation.

Jurgita Kapociute-Dzikiene, Vincent Berment, Erika Rimkute

Proceedings of the Information and Software Technologies - 23rd International Conference, 2017

Towards Rhythmicity Analysis of Text using Empirical Mode Decomposition.

Robertas Damasevicius, Jurgita Kapociute-Dzikiene, Marcin Wozniak

Proceedings of the 9th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2017

Open Class Authorship Attribution of Lithuanian Internet Comments using One-Class Classifier.

Algimantas Venckauskas, Arnas Karpavicius, Robertas Damasevicius, Romas Marcinkevicius, Jurgita Kapociute-Dzikiene, Christian Napoli

Proceedings of the 2017 Federated Conference on Computer Science and Information Systems, 2017

A Comparison of Authorship Attribution Approaches Applied on the Lithuanian Language.

Jurgita Kapociute-Dzikiene, Algimantas Venckauskas, Robertas Damasevicius

Proceedings of the 2017 Federated Conference on Computer Science and Information Systems, 2017

Several Ways to Use the Lingwarium.org Online MT Collaborative Platform to Develop Rich Morphological Analyzers.

Vincent Berment, Christian Boitet, Jean-Philippe Guilbaud, Jurgita Kapociute-Dzikiene

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2017

Reading Comprehension of Natural Language Instructions by Robots.

Irena Markievicz, Minija Tamosiunaite, Daiva Vitkute-Adzgauskiene, Jurgita Kapociute-Dzikiene, Rita Valteryte, Tomas Krilavicius

Proceedings of the Beyond Databases, Architectures and Structures. Towards Efficient Solutions for Data Analysis and Knowledge Representation, 2017

2016

Topic Classification Problem Solving for Morphologically Complex Languages.

Jurgita Kapociute-Dzikiene, Tomas Krilavicius

Proceedings of the Information and Software Technologies - 22nd International Conference, 2016

2015

Action Classification in Action Ontology Building Using Robot-Specific Texts.

Irena Markievicz, Jurgita Kapociute-Dzikiene, Minija Tamosiunaite, Daiva Vitkute-Adzgauskiene

Inf. Technol. Control., 2015

The Effect of Author Set Size in Authorship Attribution for Lithuanian.

Jurgita Kapociute-Dzikiene, Ligita Sarkute, Andrius Utka

Proceedings of the 20th Nordic Conference of Computational Linguistics, 2015

Authorship Attribution of Internet Comments with Thousand Candidate Authors.

Jurgita Kapociute-Dzikiene, Andrius Utka, Ligita Sarkute

Proceedings of the Information and Software Technologies - 21st International Conference, 2015

Authorship Attribution and Author Profiling of Lithuanian Literary Texts.

Jurgita Kapociute-Dzikiene, Andrius Utka, Ligita Sarkute

Proceedings of the 5th Workshop on Balto-Slavic Natural Language Processing, 2015

2014

Predicting Party Group from the Lithuanian Parliamentary Speeches.

Jurgita Kapociute-Dzikiene, Algis Krupavicius

Inf. Technol. Control., 2014

Feature Exploration for Authorship Attribution of Lithuanian Parliamentary Speeches.

Jurgita Kapociute-Dzikiene, Andrius Utka, Ligita Sarkute

Proceedings of the Text, Speech and Dialogue - 17th International Conference, 2014

Automatic Author Profiling of Lithuanian Parliamentary Speeches: Exploring the Influence of Features and Dataset Sizes.

Jurgita Kapociute-Dzikiene, Ligita Sarkute, Andrius Utka

Proceedings of the Human Language Technologies - The Baltic Perspective, 2014

2013

Exploring Features for Named Entity Recognition in Lithuanian Text Corpus.

Jurgita Kapociute-Dzikiene, Anders Nøklestad, Janne Bondi Johannessen, Algis Krupavicius

Proceedings of the 19th Nordic Conference of Computational Linguistics, 2013

Lithuanian Dependency Parsing with Rich Morphological Features.

Jurgita Kapociute-Dzikiene, Joakim Nivre, Algis Krupavicius

Proceedings of the Fourth Workshop on Statistical Parsing of Morphologically-Rich Languages, 2013

A Comparison of Approaches for Sentiment Classification on Lithuanian Internet Comments.

Jurgita Kapociute-Dzikiene, Algis Krupavicius, Tomas Krilavicius

Proceedings of the 4th Biennial International Workshop on Balto-Slavic Natural Language Processing, 2013

2012

Learning a Transferable World Model by Reinforcement Agent in Deterministic Observable Grid-World Environments.

Jurgita Kapociute-Dzikiene, Gailius Raskinis

Inf. Technol. Control., 2012

News Media Analysis Using Focused Crawl and Natural Language Processing: Case of Lithuanian News Websites.

Tomas Krilavicius, Zygimantas Medelis, Jurgita Kapociute-Dzikiene, Tomas Zalandauskas

Proceedings of the Information and Software Technologies - 18th International Conference, 2012

Improving Topic Classification for Highly Inflective Languages.

Jurgita Kapociute-Dzikiene, Frederik Vaassen, Walter Daelemans, Algis Krupavicius

Proceedings of the COLING 2012, 2012