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Department of Artificial Intelligence
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Publications

Publications assigned to this group and public publications confirmed in the research records of its current members.

Publications: 787

  1. Eagle and Finch: RWKV with matrix-valued states and dynamic recurrence

    Bo Peng, Daniel Goldstein, Quentin Anthony, Alon Albalak, Eric Alcaide, Stella Biderman, Eugene Cheah, Du, Xingjian, Teddy Ferdinan, Haowen Hou, Przemysław Kazienko, Kranthi Kiran GV, Jan Kocoń, Bartłomiej Koptyra, Satyapriya Krishna, McClelland, Ronald, Lin, Jiaju, Niklas Muennighoff, Fares Obeid, Atsushi Saito, Guangyu Song, Haoqin Tu, Wirawan, Cahya, Stanisław Woźniak, Ruichong Zhang, Bingchen Zhao, Qihang Zhao, Peng Zhou, Jianguo Zhu, Ruijie Zhu

    2024

  2. Multi-criteria evaluation of assortment and suppliers in e-commerce : Operational efficiency and advantage

    Grzegorz Chodak

    Palgrave Macmillan · 2024

  3. Lexicalisation of Polish and English word combinations: an empirical study

    Marek M. Maziarz, Ewa K Rudnicka, Maciej Piasecki, Łukasz Grabowski, Tadeusz Piotrowski

    Poznań Studies in Contemporary Linguistics · 2023

  4. Why out-of-distribution detection experiments are not reliable - subtle experimental details muddle the OOD detector rankings

    Kamil A. Szyc, Tomasz Walkowiak, Henryk Maciejewski

    PMLR · 2023

  5. In search of Gaps between Languages and Wordnets: the case of Polish-English WordNet

    Ewa K. Rudnicka, Maciej Piasecki, Tomasz Naskręt, Łukasz Grabowski

    International Journal of Lexicography · 2023

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

    Przemysław Kazienko, Julita Bielaniewicz, Marcin Gruza, Kamil Kanclerz, Konrad Karanowski, Piotr D Miłkowski, Jan Kocoń

    Information Fusion · 2023

  7. Towards model-based data acquisition for subjective multi-task NLP problems

    Kamil Kanclerz, Julita Bielaniewicz, Marcin Gruza, Jan Kocoń, Stanisław J Woźniak, Przemysław Kazienko

    23nd IEEE International Conference on Data Mining Workshops (ICDMW), 1–4 December 2023 Shanghai, China · 2023

  8. Do Not Trust Me: explainability against text classification

    Mateusz Gniewkowski, Paweł T Walkowiak, Piotr Syga, Marek Klonowski, Tomasz Walkowiak

    ECAI 2023 · 2023

  9. Anonymizer for Polish language

    Tomasz Walkowiak, Mateusz Gniewkowski, Michał Pogoda, Norbert Ropiak

    Progress in Polish Artificial Intelligence Research 4 · 2023

  10. From big to small without losing it all: text augmentation with chatgpt for efficient sentiment analysis

    Stanisław J. Woźniak, Jan Kocoń

    23nd IEEE International Conference on Data Mining Workshops (ICDMW), 1–4 December 2023 Shanghai, China · 2023

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

    Wiktoria M. Mieleszczenko-Kowszewicz, Kamil Kanclerz, Julita Bielaniewicz, Marcin Ł Oleksy, Marcin Gruza, Stanisław J Woźniak, Ewa Dzięcioł, Przemysław Kazienko, Jan Kocoń

    Proceedings of the 2nd Workshop on Perspectivist Approaches to NLP co-located with 26th European Conference on Artificial Intelligence (ECAI 2023), Kraków, Poland, September 30th · 2023

  12. PALS: Personalized Active Learning for Subjective Tasks in NLP

    Kamil Kanclerz, Konrad Karanowski, Julita Bielaniewicz, Marcin Gruza, Piotr D Miłkowski, Jan Kocoń, Przemysław Kazienko

    The 2023 Conference on Empirical Methods in Natural Language Processing · 2023

  13. Modeling uncertainty in personalized emotion prediction with normalizing flows

    Piotr D. Miłkowski, Konrad Karanowski, Patryk E Wielopolski, Jan Kocoń, Przemysław Kazienko, Maciej M Zięba

    23nd IEEE International Conference on Data Mining Workshops (ICDMW), 1–4 December 2023 Shanghai, China · 2023

  14. Personalized Models Resistant to Malicious Attacks for Human-centered Trusted AI

    Teddy Ferdinan, Jan Kocoń

    SafeAI 2023 · 2023

  15. Dependable Computer Systems and Networks : proceedings of the Eighteenth International Conference on Dependability of Computer Systems DepCoS-RELCOMEX, July 3-7, 2023, Brunów, Poland

    Wojciech Zamojski, Jacek Mazurkiewicz, Jarosław Sugier, Tomasz Walkowiak, Janusz Kacprzyk

    Lecture Notes in Networks and Systems · 2023

  16. Lexicalised and non-lexicalized multi-word expressions in WordNet: a cross-encoder approach

    Marek M. Maziarz, Ewa K Rudnicka, Maciej Piasecki, Łukasz Grabowski, Tadeusz Piotrowski

    Proceedings of the 12th Global Wordnet Conference, GWC 2023, 23–27 Jan, 2023 University of the Basque Country in Donostia-San Sebastian Basque Country · 2023

  17. Wordnet for Definition Augmentation with Encoder-Decoder Architecture

    Konrad D. Wojtasik, Arkadiusz Janz, Bartłomiej A Alberski, Maciej Piasecki

    Proceedings of the 12th Global Wordnet Conference, GWC 2023, 23–27 Jan, 2023 University of the Basque Country in Donostia-San Sebastian Basque Country · 2023

  18. Multi-modal personalized hate speech analysis using differenial dataset cartography

    Jan Kocoń, Joanna Baran, Kamil Kanclerz

    Proceedings of De-Factify 2: 2nd Workshop on Multimodal Fact Checking and Hate Speech Detection, co-located with AAAI 2023, Washington DC, USA, February 14 · 2023

  19. Large bibliographies as a source of data for the humanities - NLP in the analysis of gender of book authors in german countries and in Poland (1801-2021)

    Tomasz Walkowiak, Adam Pawłowski

    The 7th Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature: Proceedings of LaTeCH-CLfL 2023, May 5 · 2023

  20. Statistical tools, automatic taxonomies, and topic modelling in the study of self-promotional mission and vision texts of Polish universities

    Tomasz Walkowiak, Adam Pawłowski

    Quantitative Approachesto Universality andIndividuality in Language · 2023