Marcin Gruza

According to our database, Marcin Gruza authored at least 17 papers between 2021 and 2023.

Collaborative distances:

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

2023

ChatGPT: Jack of all trades, master of none.

Jan Kocon, Igor Cichecki, Oliwier Kaszyca, Mateusz Kochanek, Dominika Szydlo, Joanna Baran, Julita Bielaniewicz, Marcin Gruza, Arkadiusz Janz, Kamil Kanclerz, Anna Kocon, Bartlomiej Koptyra, Wiktoria Mieleszczenko-Kowszewicz, Piotr Milkowski, Marcin Oleksy, Maciej Piasecki, Lukasz Radlinski, Konrad Wojtasik, Stanislaw Wozniak, Przemyslaw Kazienko

Inf. Fusion, November, 2023

Human-centered neural reasoning for subjective content processing: Hate speech, emotions, and humor.

Przemyslaw Kazienko, Julita Bielaniewicz, Marcin Gruza, Kamil Kanclerz, Konrad Karanowski, Piotr Milkowski, Jan Kocon

Inf. Fusion, June, 2023

Capturing Human Perspectives in NLP: Questionnaires, Annotations, and Biases.

Wiktoria Mieleszczenko-Kowszewicz, Kamil Kanclerz, Julita Bielaniewicz, Marcin Oleksy, Marcin Gruza, Stanislaw Wozniak, Ewa Dzieciol, Przemyslaw Kazienko, Jan Kocon

Proceedings of the 2nd Workshop on Perspectivist Approaches to NLP co-located with 26th European Conference on Artificial Intelligence (ECAI 2023), 2023

Massively Multilingual Corpus of Sentiment Datasets and Multi-faceted Sentiment Classification Benchmark.

Lukasz Augustyniak, Szymon Wozniak, Marcin Gruza, Piotr Gramacki, Krzysztof Rajda, Mikolaj Morzy, Tomasz Kajdanowicz

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Towards Model-Based Data Acquisition for Subjective Multi-Task NLP Problems.

Kamil Kanclerz, Julita Bielaniewicz, Marcin Gruza, Jan Kocon, Stanislaw Wozniak, Przemyslaw Kazienko

Proceedings of the IEEE International Conference on Data Mining, 2023

PALS: Personalized Active Learning for Subjective Tasks in NLP.

Kamil Kanclerz, Konrad Karanowski, Julita Bielaniewicz, Marcin Gruza, Piotr Milkowski, Jan Kocon, Przemyslaw Kazienko

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2022

Assessment of Massively Multilingual Sentiment Classifiers.

Krzysztof Rajda, Lukasz Augustyniak, Piotr Gramacki, Marcin Gruza, Szymon Wozniak, Tomasz Kajdanowicz

Proceedings of the 12th Workshop on Computational Approaches to Subjectivity, 2022

Multitask Personalized Recognition of Emotions Evoked by Textual Content.

Piotr Milkowski, Stanislaw Saganowski, Marcin Gruza, Przemyslaw Kazienko, Maciej Piasecki, Jan Kocon

Proceedings of the 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2022

What If Ground Truth Is Subjective? Personalized Deep Neural Hate Speech Detection.

Kamil Kanclerz, Marcin Gruza, Konrad Karanowski, Julita Bielaniewicz, Piotr Milkowski, Jan Kocon, Przemyslaw Kazienko

Proceedings of the 1st Workshop on Perspectivist Approaches to NLPerspectives@LREC 2022, 2022

Deep-SHEEP: Sense of Humor Extraction from Embeddings in the Personalized Context.

Julita Bielaniewicz, Kamil Kanclerz, Piotr Milkowski, Marcin Gruza, Konrad Karanowski, Przemyslaw Kazienko, Jan Kocon

Proceedings of the IEEE International Conference on Data Mining Workshops, 2022

Multi-model Analysis of Language-Agnostic Sentiment Classification on MultiEmo Data.

Piotr Milkowski, Marcin Gruza, Przemyslaw Kazienko, Joanna Szolomicka, Stanislaw Wozniak, Jan Kocon

Proceedings of the Computational Collective Intelligence - 14th International Conference, 2022

MultiEmo: Language-Agnostic Sentiment Analysis.

Piotr Milkowski, Marcin Gruza, Przemyslaw Kazienko, Joanna Szolomicka, Stanislaw Wozniak, Jan Kocon

Proceedings of the Computational Science - ICCS 2022, 2022

Neuro-Symbolic Models for Sentiment Analysis.

Jan Kocon, Joanna Baran, Marcin Gruza, Arkadiusz Janz, Michal Kajstura, Przemyslaw Kazienko, Wojciech Korczynski, Piotr Milkowski, Maciej Piasecki, Joanna Szolomicka

Proceedings of the Computational Science - ICCS 2022, 2022

2021

Offensive, aggressive, and hate speech analysis: From data-centric to human-centered approach.

Jan Kocon, Alicja Figas, Marcin Gruza, Daria Puchalska, Tomasz Kajdanowicz, Przemyslaw Kazienko

Inf. Process. Manag., 2021

Learning Personal Human Biases and Representations for Subjective Tasks in Natural Language Processing.

Jan Kocon, Marcin Gruza, Julita Bielaniewicz, Damian Grimling, Kamil Kanclerz, Piotr Milkowski, Przemyslaw Kazienko

Proceedings of the IEEE International Conference on Data Mining, 2021

Personal Bias in Prediction of Emotions Elicited by Textual Opinions.

Piotr Milkowski, Marcin Gruza, Kamil Kanclerz, Przemyslaw Kazienko, Damian Grimling, Jan Kocon

Proceedings of the ACL-IJCNLP 2021 Student Research Workshop, 2021

Controversy and Conformity: from Generalized to Personalized Aggressiveness Detection.

Kamil Kanclerz, Alicja Figas, Marcin Gruza, Tomasz Kajdanowicz, Jan Kocon, Daria Puchalska, Przemyslaw Kazienko

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021