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Publications

Average Is Not Enough: Caveats of Multilingual Evaluation

Pikuliak, M., Simko, M. – Proceedings of the The 2nd Workshop on Multi-lingual Representation Learning, 2022
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SlovakBERT: Slovak Masked Language Model

Pikuliak, M., Grivalsky, S., Konopka, M., Blstak, M., Tamajka, M., Bachraty, V., Simko, M., Balazik, P., Trnka, M., Uhlarik F. – Findings of the Association for Computational Linguistics: EMNLP , 2022
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Cross-lingual Learning for Text Processing: A Survey

Pikuliak, M., Simko, M., Bielikova, M. – Expert Systems with Applications, 2021
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Constructing Sentiment Lexicon with Game for Annotation Collection

Radosky, L., Blstak, M., – International Conference on Statistical Language and Speech Processing, 2021
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Hate speech operationalization: a preliminary examination of hate speech indicators and their structure

Papcunova, J., Martoncik, M., Fedakova, D., Kentos, M. Bozoganova, M., Srba, I., Moro, R., Pikuliak, M., Simko, M., Adamkovic, M. – Complex & Intelligent Systems, 2021
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Exploiting Subjectivity Knowledge Transfer for End-to-End Aspect-Based Sentiment Analysis

Pecar, S., Simko, M. – International Conference on Text, Speech, and Dialogue, 2021
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Addressing Hate Speech with Data Science: An Overview from Computer Science Perspective

Srba, I., Lenzini, G., Pikuliak, M., Pecar, S. – Hate Speech – Multidisziplinäre Analysen und Handlungsoptionen, 2021
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Automatic question generation based on sentence structure analysis using machine learning approach

Blstak, M., Rozinajova, V. – Natural Language Engineering, 2021
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Automatic Text Generation in Slovak Language

Vasko, D., Pecar, S., Simko, M. – SOFSEM 2020: Theory and Practice of Computer Science. SOFSEM 2020. Lecture Notes in Computer Science, 2020

Exploring Parameter Sharing Techniques for Cross-Lingual and Cross-Task Supervision

Pikuliak, M., Simko, M. – International Conference on Statistical Language and Speech Processing, 2020

Addressing False Information and Abusive Language in Digital Space Using Intelligent Approaches

Machova, K., Srba, I., Sarnovsky, M., Paralic, J., Maslej Kresanova, V., Hrckova, A., Kompan, M., Simko, M., Blaho, R., Chuda, D., Bielikova, M., Navrat, P. – Towards Digital Intelligence Society. DISA 2020. Advances in Intelligent Systems and Computing. Springer, 2020
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Combining Cross-lingual and Cross-task Supervision for Zero-shot Learning

Pikuliak, M., Simko, M. – International Conference on Text, Speech, and Dialogue, 2020

Towards Combining Multitask and Multilingual Learning

Pikuliak, M., Simko, M., Bielikova, M. – SOFSEM 2019: Theory and Practice of Computer Science. Lecture Notes in Computer Science, 2019

Lightweight Domain Modeling for Adaptive Web-Based Educational System

Simko, M., Bielikova, M. – Journal of Intelligent Information Systems. 2019
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MISDEED – Odhaľovanie medicínskych dezinformácií s využitím tvrdení a expertov

Moro, R., Srba, I., Tomlein, M., Bielikova, M., Chuda, D., Lacko, P., Simko, M., Simko, J., Sevcech, J., Hrckova, A. – Data a Znalosti & WIKT 2019. Košice: Technická univerzita…

Transforming Convolutional Neural Network to an Interpretable Classifier

Tamajka, M., Benesova, W., Kompanek, M. – International Conference on Systems, Signals and Image Processing (IWSSIP), 2019.

Improving Sentiment Classification in Slovak Language

Pecar, S., Simko, M., Bielikova, M. – 7th Workshop on Balto-Slavic Natural Language, 2019.
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A Combined Approach to Automatic Taxonomy Extraction

Pecar, S., Simko, M. – 14th International Workshop on Semantic and Social Media Adaptation and Personalization (SMAP), 2019.

Volumetric Data Augmentation as an Effective Tool in MRI Classification Using 3D Convolutional Neural Network

Kompanek, M., Tamajka, M., Benesova, W. – International Conference on Systems, Signals and Image Processing, 2019

Coreference Resolution Within Complex Sentences

Miskovsky, L., Blstak, M., Rozinajova, V. – Výskum pokročilých metód inteligentného spracovania informácií, 2019

Segmentation of Gliomas in Magnetic Resonance Images Using Recurrent Neural Networks

Grivalsky, S., Tamajka, M., Benesova, W. – 42nd International Conference on Telecommunications and Signal Processing, 2019

STUFIIT at SemEval-2019 Task 5: Multilingual Hate Speech Detection on Twitter with MUSE and ELMo Embeddings

Bojkovsky, M., Pikuliak, M. – Proceedings of the 13th International Workshop on Semantic Evaluation, 2019

Improving Moderation of Online Discussions via Interpretable Neural Models

Svec, A., Pikuliak, M., Simko, M., Bielikova, M. – Second Workshop on Abusive Language Online, 2018.
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NL-FIIT at IEST-2018: Emotion Recognition utilizing Neural Networks and Multi-level Preprocessing

Pecar, S., Farkas, M., Simko, M., Lacko, P., Bielikova, M – Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis ACL, 2018
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Building an Agent for Factual Question Generation Task

Blstak, M., Rozinajova, V. – World Symposium on Digital Intelligence for Systems and Machines (DISA), 2018
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Sentiment Analysis of Customer Reviews: Impact of Text Pre-processing

Pecar, S., Simko, M., Bielikova, M. – World Symposium on Digital Intelligence for Systems and Machines, 2018

Short Texts Analysis for Teacher Assistance during Live Interactive Classroom Presentations

Hucko, M., Gaspar, P., Pikuliak, M., Triglianos, V., Pautasso, C., Bielikova, M. – World Symposium on Digital Intelligence for Systems and Machines (DISA), 2018

Data Flow Metrics in Program Comprehension Tasks

Konopka, M., Talian, A., Tvarozek, J., Navrat, P. – Workshop on Eye Movements in Programming, 2018

Eye-tracking En Masse: Group User Studies, Lab Infrastructure, And Practices

Bielikova, M., Konopka, M., Simko, J., Moro, R., Tvarozek, J., Hlavac, P., Kuric, E. – Journal of Eye Movement Research, 2018.
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Sentiment analysis of social network posts in Slovak language

Krchnavy, R., Simko, M. – S12th International Workshop on Semantic and Social Media Adaptation and Personalization, 2017

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