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Piotr Miłkowski
Piotr Miłkowski
Wrocław University of Science and Technology
Zweryfikowany adres z pwr.edu.pl
Tytuł
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Beyond the imitation game: Quantifying and extrapolating the capabilities of language models
A Srivastava, A Rastogi, A Rao, AAM Shoeb, A Abid, A Fisch, AR Brown, ...
arXiv preprint arXiv:2206.04615, 2022
10832022
ChatGPT: Jack of all trades, master of none
J Kocoń, I Cichecki, O Kaszyca, M Kochanek, D Szydło, J Baran, ...
Information Fusion 99, 101861, 2023
5352023
Multi-level sentiment analysis of PolEmo 2.0: Extended corpus of multi-domain consumer reviews
J Kocoń, P Miłkowski, M Zaśko-Zielińska
Proceedings of the 23rd Conference on Computational Natural Language …, 2019
562019
Cross-lingual deep neural transfer learning in sentiment analysis
K Kanclerz, P Miłkowski, J Kocoń
Procedia Computer Science 176, 128-137, 2020
482020
Learning personal human biases and representations for subjective tasks in natural language processing
J Kocoń, M Gruza, J Bielaniewicz, D Grimling, K Kanclerz, P Miłkowski, ...
2021 IEEE International Conference on Data Mining (ICDM), 1168-1173, 2021
432021
Personal bias in prediction of emotions elicited by textual opinions
P Miłkowski, M Gruza, K Kanclerz, P Kazienko, D Grimling, J Kocoń
Proceedings of the 59th annual meeting of the association for computational …, 2021
382021
Human-centered neural reasoning for subjective content processing: Hate speech, emotions, and humor
P Kazienko, J Bielaniewicz, M Gruza, K Kanclerz, K Karanowski, ...
Information Fusion 94, 43-65, 2023
332023
Neuro-symbolic models for sentiment analysis
J Kocoń, J Baran, M Gruza, A Janz, M Kajstura, P Kazienko, W Korczyński, ...
International conference on computational science, 667-681, 2022
262022
What if ground truth is subjective? personalized deep neural hate speech detection
K Kanclerz, M Gruza, K Karanowski, J Bielaniewicz, P Miłkowski, J Kocoń, ...
Proceedings of the 1st Workshop on Perspectivist Approaches to NLP@ LREC2022 …, 2022
232022
Multilingual and language-agnostic recognition of emotions, valence and arousal in large-scale multi-domain text reviews
J Kocoń, P Miłkowski, M Wierzba, B Konat, K Klessa, A Janz, M Riegel, ...
Language and Technology Conference, 214-231, 2019
232019
Multiemo: Multilingual, multilevel, multidomain sentiment analysis corpus of consumer reviews
J Kocoń, P Miłkowski, K Kanclerz
International Conference on Computational Science, 297-312, 2021
222021
Multi-level analysis and recognition of the text sentiment on the example of consumer opinions
J Kocoń, M Zaśko-Zielińska, P Miłkowski
Proceedings of the International Conference on Recent Advances in Natural …, 2019
192019
Multitask personalized recognition of emotions evoked by textual content
P Miłkowski, S Saganowski, M Gruza, P Kazienko, M Piasecki, J Kocoń
2022 IEEE International Conference on Pervasive Computing and Communications …, 2022
172022
Emotion norms for 6000 Polish word meanings with a direct mapping to the Polish wordnet
M Wierzba, M Riegel, J Kocoń, P Miłkowski, A Janz, K Klessa, K Juszczyk, ...
Behavior Research Methods, 1-16, 2021
132021
Deep-sheep: Sense of humor extraction from embeddings in the personalized context
J Bielaniewicz, K Kanclerz, P Miłkowski, M Gruza, K Karanowski, ...
2022 IEEE International Conference on Data Mining Workshops (ICDMW), 967-974, 2022
112022
Migrants vs. stayers in the pandemic–A sentiment analysis of Twitter content
O Czeranowska, K Chlasta, P Miłkowski, I Grabowska, J Kocoń, ...
Telematics and Informatics Reports 10, 100059, 2023
62023
Multi-model analysis of language-agnostic sentiment classification on multiemo data
P Miłkowski, M Gruza, P Kazienko, J Szołomicka, S Woźniak, J Kocoń
International Conference on Computational Collective Intelligence, 163-175, 2022
62022
Multiemo: language-agnostic sentiment analysis
P Miłkowski, M Gruza, P Kazienko, J Szołomicka, S Woźniak, J Kocoń
International Conference on Computational Science, 72-79, 2022
62022
PALS: Personalized Active Learning for Subjective Tasks in NLP
K Kanclerz, K Karanowski, J Bielaniewicz, M Gruza, P Miłkowski, J Kocoń, ...
Proceedings of the 2023 Conference on Empirical Methods in Natural Language …, 2023
32023
Modeling Uncertainty in Personalized Emotion Prediction with Normalizing Flows
P Miłkowski, K Karanowski, P Wielopolski, J Kocoń, P Kazienko, M Zięba
2023 IEEE International Conference on Data Mining Workshops (ICDMW), 757-766, 2023
22023
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