Marcin Gruza

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 21

Top Topics

Sentiment Classification

Top Venues

ICDM (Workshops)

Publications

Kamil Kanclerz, Julita Bielaniewicz, Marcin Gruza, Jan Kocon, Stanislaw Wozniak, Przemyslaw Kazienko
Towards Model-Based Data Acquisition for Subjective Multi-Task NLP Problems. CoRR (2023)
Lukasz Augustyniak, Szymon Wozniak, Marcin Gruza, Piotr Gramacki, Krzysztof Rajda, Mikolaj Morzy, Tomasz Kajdanowicz
Massively Multilingual Corpus of Sentiment Datasets and Multi-faceted Sentiment Classification Benchmark. NeurIPS (2023)
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
ChatGPT: Jack of all trades, master of none. CoRR (2023)
Lukasz Augustyniak, Szymon Wozniak, Marcin Gruza, Piotr Gramacki, Krzysztof Rajda, Mikolaj Morzy, Tomasz Kajdanowicz
Massively Multilingual Corpus of Sentiment Datasets and Multi-faceted Sentiment Classification Benchmark. CoRR (2023)
Kamil Kanclerz, Julita Bielaniewicz, Marcin Gruza, Jan Kocon, Stanislaw Wozniak, Przemyslaw Kazienko
Towards Model-Based Data Acquisition for Subjective Multi-Task NLP Problems. ICDM (Workshops) (2023)
Przemyslaw Kazienko, Julita Bielaniewicz, Marcin Gruza, Kamil Kanclerz, Konrad Karanowski, Piotr Milkowski, Jan Kocon
Human-centered neural reasoning for subjective content processing: Hate speech, emotions, and humor. Inf. Fusion 94 (2023)
Kamil Kanclerz, Konrad Karanowski, Julita Bielaniewicz, Marcin Gruza, Piotr Milkowski, Jan Kocon, Przemyslaw Kazienko
PALS: Personalized Active Learning for Subjective Tasks in NLP. EMNLP (2023)
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
ChatGPT: Jack of all trades, master of none. Inf. Fusion 99 (2023)
Wiktoria Mieleszczenko-Kowszewicz, Kamil Kanclerz, Julita Bielaniewicz, Marcin Oleksy, Marcin Gruza, Stanislaw Wozniak, Ewa Dzieciol, Przemyslaw Kazienko, Jan Kocon
Capturing Human Perspectives in NLP: Questionnaires, Annotations, and Biases. NLPerspectives@ECAI (2023)
Kamil Kanclerz, Marcin Gruza, Konrad Karanowski, Julita Bielaniewicz, Piotr Milkowski, Jan Kocon, Przemyslaw Kazienko
What If Ground Truth Is Subjective? Personalized Deep Neural Hate Speech Detection. NLPerspectives@LREC (2022)
Krzysztof Rajda, Lukasz Augustyniak, Piotr Gramacki, Marcin Gruza, Szymon Wozniak, Tomasz Kajdanowicz
Assessment of Massively Multilingual Sentiment Classifiers. CoRR (2022)
Krzysztof Rajda, Lukasz Augustyniak, Piotr Gramacki, Marcin Gruza, Szymon Wozniak, Tomasz Kajdanowicz
Assessment of Massively Multilingual Sentiment Classifiers. WASSA@ACL (2022)
Julita Bielaniewicz, Kamil Kanclerz, Piotr Milkowski, Marcin Gruza, Konrad Karanowski, Przemyslaw Kazienko, Jan Kocon
Deep-SHEEP: Sense of Humor Extraction from Embeddings in the Personalized Context. ICDM (Workshops) (2022)
Piotr Milkowski, Marcin Gruza, Przemyslaw Kazienko, Joanna Szolomicka, Stanislaw Wozniak, Jan Kocon
MultiEmo: Language-Agnostic Sentiment Analysis. ICCS (1) (2022)
Piotr Milkowski, Marcin Gruza, Przemyslaw Kazienko, Joanna Szolomicka, Stanislaw Wozniak, Jan Kocon
Multi-model Analysis of Language-Agnostic Sentiment Classification on MultiEmo Data. ICCCI (2022)
Piotr Milkowski, Stanislaw Saganowski, Marcin Gruza, Przemyslaw Kazienko, Maciej Piasecki, Jan Kocon
Multitask Personalized Recognition of Emotions Evoked by Textual Content. PerCom Workshops (2022)
Jan Kocon, Joanna Baran, Marcin Gruza, Arkadiusz Janz, Michal Kajstura, Przemyslaw Kazienko, Wojciech Korczynski, Piotr Milkowski, Maciej Piasecki, Joanna Szolomicka
Neuro-Symbolic Models for Sentiment Analysis. ICCS (1) (2022)
Kamil Kanclerz, Alicja Figas, Marcin Gruza, Tomasz Kajdanowicz, Jan Kocon, Daria Puchalska, Przemyslaw Kazienko
Controversy and Conformity: from Generalized to Personalized Aggressiveness Detection. ACL/IJCNLP (1) (2021)
Jan Kocon, Alicja Figas, Marcin Gruza, Daria Puchalska, Tomasz Kajdanowicz, Przemyslaw Kazienko
Offensive, aggressive, and hate speech analysis: From data-centric to human-centered approach. Inf. Process. Manag. 58 (5) (2021)
Piotr Milkowski, Marcin Gruza, Kamil Kanclerz, Przemyslaw Kazienko, Damian Grimling, Jan Kocon
Personal Bias in Prediction of Emotions Elicited by Textual Opinions. ACL (student) (2021)
Jan Kocon, Marcin Gruza, Julita Bielaniewicz, Damian Grimling, Kamil Kanclerz, Piotr Milkowski, Przemyslaw Kazienko
Learning Personal Human Biases and Representations for Subjective Tasks in Natural Language Processing. ICDM (2021)