Research Interests
Education
Title course 1
Name of Institution · 2012
Title course 1
Name of Institution · 2012
Publications
Comprehensive Sentiment Analysis of Polish Book Reviews
2024 · ICDM Workshops 2024
PALS: Personalized Active Learning for Subjective Tasks in NLP
2023 · EMNLP 2023
ChatGPT: Jack of all trades, master of none
2023 · Information Fusion 99
Human-Centered Neural Reasoning for Subjective Content Processing
2023 · Information Fusion 94
Modeling Uncertainty in Personalized Emotion Prediction with Normalizing Flows
2023 · ICDM Workshops 2023
MultiEmo: language-agnostic sentiment analysis
2022 · *Computational Science - ICCS 2022 : 22nd International Conference London, UK, June 21-23, 2022 : proceedings. Pt. 2*
Multitask personalized recognition of emotions evoked by textual content
2022 · *2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops) : 21-25 March 2022, Pisa, Italy.*
What if ground truth is subjective? Personalized deep neural hate speech detection
2022 · *LREC 2022 : Workshop Language Resources and Evaluation Conference : 20th June 2022, 1st Workshop on Perspectivist Approaches to NLP (NLPerspectives) : proceedings*
Neuro-symbolic models for sentiment analysis
2022 · *Computational Science - ICCS 2022 : 22nd International Conference London, UK, June 21-23, 2022 : proceedings. Pt. 2*
Multilingual and language-agnostic recognition of emotions, valence and arousal in large-scale multi-domain text reviews
2022 · *Human language technology : challenges for computer science and linguistics : 9th Language and Technology Conference, LTC 2019, Poznan, Poland, May 17–19, 2019 : revised selected papers*
Personal bias in prediction of emotions elicited by textual opinions
2021 · *The 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, ACL-IJCNLP 2021, August 5-6, 2021, Bangkok, Thailand (online) : Proceedings of the Student Research Workshop*
Emotion norms for 6000 Polish word meanings with a direct mapping to the Polish wordnet
2021 · *Behavior Research Methods*
Learning personal human biases and representations for subjective tasks in natural language processing
2021 · *21st IEEE International Conference on Data Mining ICDM 2021, 7-10 December 2021, Virtual Conference : proceedings*
Multiemo: multilingual, multilevel, multidomain sentiment analysis corpus of consumer reviews
2021 · *Computational Science - ICCS 2021 : 21st International Conference Krakow, Poland, June 16-18, 2021 : proceedings. Pt. 2*
Cross-lingual deep neural transfer learning in sentiment analysis
2020 · *Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 24th International Conference KES 2020*
Multi-level analysis and recognition of the text sentiment on the example of consumer opinions
2019 · *International Conference Recent Advances in Natural Language Processing RANLP 2019 : Natural Language Processingin a Deep Learning World, Varna, Bulgaria, 2-4 September, 2019 : proceedings*
Multi-level sentiment analysis of PolEmo 2.0: extended corpus of multi-domain consumer reviews
2019 · *Proceedings of the 23rd Conference on Computational Natural Language Learning (CoNLL) : November 3-4, 2019, Hong Kong, China*
Recognition of emotions, valence and arousal in large-scale multi-domain text reviews
2019 · *Human language technologies as a challenge for computer science and linguistics - 2019*
