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Publications

Women Are Beautiful, Men Are Leaders: Gender Stereotypes in Machine Translation and Language Modeling

Pikuliak, M., Hrckova, A., Oresko, S., Šimko, M. – Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

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ChatGPT as Your n-th Annotator: Experiments in Leveraging Large Language Models for Social Science Text Annotation in Slovak Language

Endre Hamerlik, Marek Šuppa, Miroslav Blšták, Jozef Kubík, Martin Takáč, Marián Šimko, and Andrej Findor. – Proceedings of the 4th Workshop on Computational Linguistics for the Political and Social Sciences, 2024

Evaluation of End-to-End Aspect-Based Sentiment Analysis Methods employing Novel Benchmark Dataset DAORA

Pecar, S., Daudert, T., Simko, M. – Intelligent Data Analysis, 2022

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Optimizing Post-hoc Explainability Algorithm for Finding Faithful and Understandable Explanations for a Combination of Model, Task and Data

Tamajka, M., Vesely, M., Simko, M. – International Joint Conferences on Artificial Intelligence Organization, 2022

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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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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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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

Combining Cross-lingual and Cross-task Supervision for Zero-shot Learning

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

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…

Lightweight Domain Modeling for Adaptive Web-Based Educational System

Simko, M., Bielikova, M. – Journal of Intelligent Information Systems. 2019

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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.

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

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

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

Coreference Resolution Within Complex Sentences

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

Publications

Women Are Beautiful, Men Are Leaders: Gender Stereotypes in Machine Translation and Language Modeling

ChatGPT as Your n-th Annotator: Experiments in Leveraging Large Language Models for Social Science Text Annotation in Slovak Language

Disinformation Capabilities of Large Language Models

Report on the Current State of Societal Biases in Slovak AI

In-Depth Look at Word Filling Societal Bias Measures

MULTITuDE: Large-Scale Multilingual Machine-Generated Text Detection Benchmark

Multilingual Previously Fact-Checked Claim Retrieval

Evaluation of End-to-End Aspect-Based Sentiment Analysis Methods employing Novel Benchmark Dataset DAORA

Optimizing Post-hoc Explainability Algorithm for Finding Faithful and Understandable Explanations for a Combination of Model, Task and Data

Average Is Not Enough: Caveats of Multilingual Evaluation

SlovakBERT: Slovak Masked Language Model

Cross-lingual Learning for Text Processing: A Survey

Constructing Sentiment Lexicon with Game for Annotation Collection

Hate speech operationalization: a preliminary examination of hate speech indicators and their structure

Exploiting Subjectivity Knowledge Transfer for End-to-End Aspect-Based Sentiment Analysis

Addressing Hate Speech with Data Science: An Overview from Computer Science Perspective

Automatic question generation based on sentence structure analysis using machine learning approach

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

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

Automatic Text Generation in Slovak Language

Combining Cross-lingual and Cross-task Supervision for Zero-shot Learning

MISDEED – Odhaľovanie medicínskych dezinformácií s využitím tvrdení a expertov

Lightweight Domain Modeling for Adaptive Web-Based Educational System

Transforming Convolutional Neural Network to an Interpretable Classifier

Improving Sentiment Classification in Slovak Language

A Combined Approach to Automatic Taxonomy Extraction

Towards Combining Multitask and Multilingual Learning

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

Segmentation of Gliomas in Magnetic Resonance Images Using Recurrent Neural Networks

Coreference Resolution Within Complex Sentences

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