Jurgita Kapociute-Dzikiene

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 36

Top Topics

Authorship Attribution

Parameter Optimization

Sentiment Analysis

Top Venues

Inf. Technol. Control.

Publications

Daiga Deksne, Jurgita Kapociute-Dzikiene, Raivis Skadins
Toward Federated Learning Through Intent Detection Research. DB&IS (2024)
Mantas Vaskevicius, Jurgita Kapociute-Dzikiene, Arnas Vaskevicius, Liudas Slepikas
Deep learning-based automatic action extraction from structured chemical synthesis procedures. PeerJ Comput. Sci. 9 (2023)
Senait Gebremichael Tesfagergish, Robertas Damasevicius, Jurgita Kapociute-Dzikiene
Deep learning-based sentiment classification in Amharic using multi-lingual datasets. Comput. Sci. Inf. Syst. 20 (4) (2023)
Jurgita Kapociute-Dzikiene, Askars Salimbajevs
Comparison of Deep Learning Approaches for Lithuanian Sentiment Analysis. Balt. J. Mod. Comput. 10 (3) (2022)
Lukas Stankevicius, Mantas Lukosevicius, Jurgita Kapociute-Dzikiene, Monika Briediene, Tomas Krilavicius
Correcting diacritics and typos with ByT5 transformer model. CoRR (2022)
Askars Salimbajevs, Jurgita Kapociute-Dzikiene
Automatic Speech Recognition Model Adaptation to Medical Domain Using Untranscribed Audio. DB&IS (2022)
Senait Gebremichael Tesfagergish, Robertas Damasevicius, Jurgita Kapociute-Dzikiene
Deep Learning-Based Sentiment Classification of Social Network Texts in Amharic Language. ICT Innovations (2022)
Askars Salimbajevs, Jurgita Kapociute-Dzikiene
Vocabulary Expansion for the Sub-word WFST-Based Automatic Speech Recognition System. FTC (3) (2022)
Jussi Kalliola, Jurgita Kapociute-Dzikiene, Robertas Damasevicius
Neural network hyperparameter optimization for prediction of real estate prices in Helsinki. PeerJ Comput. Sci. 7 (2021)
Senait Gebremichael Tesfagergish, Robertas Damasevicius, Jurgita Kapociute-Dzikiene
Deep Fake Recognition in Tweets Using Text Augmentation, Word Embeddings and Deep Learning. ICCSA (6) (2021)
Jurgita Kapociute-Dzikiene
Intent Detection-Based Lithuanian Chatbot Created via Automatic DNN Hyper-Parameter Optimization. Baltic HLT (2020)
Jurgita Kapociute-Dzikiene, Robertas Damasevicius
Coarse-Grained vs. Fine-Grained Lithuanian Dependency Parsing. CSOC (1) (2020)
Senait Gebremichael Tesfagergish, Jurgita Kapociute-Dzikiene
Deep Learning-Based Part-of-Speech Tagging of the Tigrinya Language. ICIST (2020)
Jurgita Kapociute-Dzikiene, Senait Gebremichael Tesfagergish
Part-of-Speech Tagging via Deep Neural Networks for Northern-Ethiopic Languages. Inf. Technol. Control. 49 (4) (2020)
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
Cut & recombine: reuse of robot action components based on simple language instructions. Int. J. Robotics Res. 38 (10-11) (2019)
Jurgita Kapociute-Dzikiene, Robertas Damasevicius, Marcin Wozniak
Sentiment Analysis of Lithuanian Texts Using Traditional and Deep Learning Approaches. Comput. 8 (1) (2019)
Jurgita Kapociute-Dzikiene, Robertas Damasevicius
Intrinsic Evaluation of Lithuanian Word Embeddings Using WordNet. CSOS (2) (2018)
Jurgita Kapociute-Dzikiene, Robertas Damasevicius
Lithuanian Author Profiling with the Deep Learning. FedCSIS (2018)
Robertas Damasevicius, Jurgita Kapociute-Dzikiene, Marcin Wozniak
Authorship Identification Using Random Projections. CSOS (2) (2018)
Loïc Boizou, Jurgita Kapociute-Dzikiene, Erika Rimkute
Deeper Error Analysis of Lithuanian Morphological Analyzers. Baltic HLT (2018)
Askars Salimbajevs, Jurgita Kapociute-Dzikiene
General-Purpose Lithuanian Automatic Speech Recognition System. Baltic HLT (2018)
Jurgita Kapociute-Dzikiene, Robertas Damasevicius, Marcin Wozniak
Sentiment Analysis of Lithuanian Texts Using Deep Learning Methods. ICIST (2018)
Irena Markievicz, Minija Tamosiunaite, Daiva Vitkute-Adzgauskiene, Jurgita Kapociute-Dzikiene, Rita Valteryte, Tomas Krilavicius
Reading Comprehension of Natural Language Instructions by Robots. BDAS (2017)
Jurgita Kapociute-Dzikiene, Vincent Berment, Erika Rimkute
Towards Creation of a Lithuanian Lemmatizer for Open Online Collaborative Machine Translation. ICIST (2017)
Jurgita Kapociute-Dzikiene, Erika Rimkute, Loïc Boizou
A Comparison of Lithuanian Morphological Analyzers. TSD (2017)
Algimantas Venckauskas, Arnas Karpavicius, Robertas Damasevicius, Romas Marcinkevicius, Jurgita Kapociute-Dzikiene, Christian Napoli
Open Class Authorship Attribution of Lithuanian Internet Comments using One-Class Classifier. FedCSIS (2017)
Jurgita Kapociute-Dzikiene, Algimantas Venckauskas, Robertas Damasevicius
A Comparison of Authorship Attribution Approaches Applied on the Lithuanian Language. FedCSIS (2017)
Monika Briediene, Jurgita Kapociute-Dzikiene
An automatic gender detection from non-normative lithuanian texts. SYSTEM (2017)
Vincent Berment, Christian Boitet, Jean-Philippe Guilbaud, Jurgita Kapociute-Dzikiene
Several Ways to Use the Lingwarium.org Online MT Collaborative Platform to Develop Rich Morphological Analyzers. CICLing (1) (2017)
Robertas Damasevicius, Jurgita Kapociute-Dzikiene, Marcin Wozniak
Towards Rhythmicity Analysis of Text using Empirical Mode Decomposition. KDIR (2017)
Jurgita Kapociute-Dzikiene, Andrius Davidsonas, Ausra Vidugiriene
Character-Based Machine Learning vs. Language Modeling for Diacritics Restoration. Inf. Technol. Control. 46 (4) (2017)
Jurgita Kapociute-Dzikiene, Tomas Krilavicius
Topic Classification Problem Solving for Morphologically Complex Languages. ICIST (2016)
Irena Markievicz, Jurgita Kapociute-Dzikiene, Minija Tamosiunaite, Daiva Vitkute-Adzgauskiene
Action Classification in Action Ontology Building Using Robot-Specific Texts. Inf. Technol. Control. 44 (2) (2015)
Jurgita Kapociute-Dzikiene, Ligita Sarkute, Andrius Utka
The Effect of Author Set Size in Authorship Attribution for Lithuanian. NODALIDA (2015)
Jurgita Kapociute-Dzikiene, Andrius Utka, Ligita Sarkute
Authorship Attribution of Internet Comments with Thousand Candidate Authors. ICIST (2015)
Jurgita Kapociute-Dzikiene, Andrius Utka, Ligita Sarkute
Authorship Attribution and Author Profiling of Lithuanian Literary Texts. BSNLP@RANLP (2015)
Jurgita Kapociute-Dzikiene, Andrius Utka, Ligita Sarkute
Feature Exploration for Authorship Attribution of Lithuanian Parliamentary Speeches. TSD (2014)
Jurgita Kapociute-Dzikiene, Ligita Sarkute, Andrius Utka
Automatic Author Profiling of Lithuanian Parliamentary Speeches: Exploring the Influence of Features and Dataset Sizes. Baltic HLT (2014)
Jurgita Kapociute-Dzikiene, Algis Krupavicius
Predicting Party Group from the Lithuanian Parliamentary Speeches. Inf. Technol. Control. 43 (3) (2014)
Jurgita Kapociute-Dzikiene, Anders Nøklestad, Janne Bondi Johannessen, Algis Krupavicius
Exploring Features for Named Entity Recognition in Lithuanian Text Corpus. NODALIDA (2013)
Jurgita Kapociute-Dzikiene, Algis Krupavicius, Tomas Krilavicius
A Comparison of Approaches for Sentiment Classification on Lithuanian Internet Comments. BSNLP@ACL (2013)
Jurgita Kapociute-Dzikiene, Joakim Nivre, Algis Krupavicius
Lithuanian Dependency Parsing with Rich Morphological Features. SPMRL@EMNLP (2013)
Jurgita Kapociute-Dzikiene, Frederik Vaassen, Walter Daelemans, Algis Krupavicius
Improving Topic Classification for Highly Inflective Languages. COLING (2012)
Jurgita Kapociute-Dzikiene, Gailius Raskinis
Learning a Transferable World Model by Reinforcement Agent in Deterministic Observable Grid-World Environments. Inf. Technol. Control. 41 (4) (2012)
Tomas Krilavicius, Zygimantas Medelis, Jurgita Kapociute-Dzikiene, Tomas Zalandauskas
News Media Analysis Using Focused Crawl and Natural Language Processing: Case of Lithuanian News Websites. ICIST (2012)