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Department of Artificial Intelligence
← CLARIN-PL

Publications

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

Publications: 787

  1. CLARIN-Emo: training emotion recognition models using human annotation and ChatGPT

    Bartłomiej Koptyra, Anh Ngo, Łukasz Radliński, Jan Kocoń

    ICCS 2023 · 2023

  2. Open versus closed: a comparative empirical assessment of automated news article tagging strategies

    Michał Pogoda, Marcin Ł Oleksy, Konrad D Wojtasik, Tomasz Walkowiak, Bartłomiej Bojanowski

    27th KES International Conference on Knowledge-Based and Intelligent Information & Engineering Systems KES2023 · 2023

  3. RWKV: Reinventing RNNs for the Transformer Era

    Przemysław Kazienko, Jan Kocoń, Bartłomiej Koptyra, Stanisław J Woźniak, Chang Peng, Eric Alcaide, Quentin Anthony, Alon Albalak, Samuel Arcadinho, Stella Biderman, Huanqi Cao, Xin Cheng, Michael Chung, Xingjian Du, Matteo Grella, Kranthi Kiran GV, Xuzheng He, Haowen Hou, Jiaju Lin, Jiaming Kong, Hayden Lau, Krishna Sri Ipsit Mantri, Ferdinand Mom, Atsushi Saito, Guangyu Song, Xiangru Tang, Bolun Wang, Johan S Wind, Ruichong Zhang, Zhenyuan Zhang, Qihang Zhao, Peng Zhou, Qinghua Zhou, Jian Zhu, Rui-Jie Zhu

    The 2023 Conference on Empirical Methods in Natural Language Processing Findings of the Association for Computational Linguistics: EMNLP 2023 December 6-10 · 2023

  4. Word Sense Disambiguation Based on Iterative Activation Spreading with Contextual Embeddings for Sense Matching

    Arkadiusz Janz, 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

  5. Author attribution of literary texts in Polish by the sequence averaging

    Tomasz Walkowiak

    ICAISC 2022 · 2023

  6. Differential dataset cartography: explainable artificial intelligence in comparative personalized sentiment analysis

    Jan Kocoń, Joanna Baran, Kamil Kanclerz, Michał Kajstura, Przemysław Kazienko

    ICCS 2023 · 2023

  7. How to select samples for active learning? Document clustering with active learning methodology

    Norbert Ropiak, Mateusz Gniewkowski, Michał Swędrowski, Michał Pogoda, Karol Gawron, Bartłomiej Bojanowski, Tomasz Walkowiak

    2023 27th International Conference on Engineering of Complex Computer Systems ICECCS 2023, 14-16 June 2023 Toulouse, France · 2023

  8. Authorship attribution of literary texts using named entity masking and maxlogit-based sequence classification for varying text lengths

    Tomasz Walkowiak

    ICAISC 2023 · 2023

  9. Beyond the Imitation Game: quantifying and extrapolating the capabilities of language models

    Jan Kocoń, Kamil Kanclerz, Piotr D Miłkowski, Aarohi Srivastava

    Transactions on Machine Learning Research · 2023

  10. Data augmentation method for boosting multilingual word sense disambiguation

    Arkadiusz Janz, Marek M Maziarz

    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

  11. ChatGPT: Jack of all trades, master of none

    Jan Kocoń, Igor Cichecki, Oliwier Kaszyca, Mateusz Kochanek, Dominika Szydło, Joanna Baran, Julita Bielaniewicz, Marcin Gruza, Arkadiusz Janz, Kamil Kanclerz, Anna A Kocoń, Bartłomiej Koptyra, Wiktoria M Mieleszczenko-Kowszewicz, Piotr D Miłkowski, Marcin Ł Oleksy, Maciej Piasecki, Łukasz Radliński, Konrad D Wojtasik, Stanisław J Woźniak, Przemysław Kazienko

    Information Fusion · 2023

  12. Deep emotions across languages: a novel approach for sentiment propagation in multilingual WordNets

    Jan Kocoń

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

  13. Combining outlierness scores and feature extraction techniques for improvement of OoD and adversarial attacks detection in DNNs

    Tomasz Walkowiak, Kamil A Szyc, Henryk Maciejewski

    ICCS 2023 · 2023

  14. Wordnet-oriented recognition of derivational relations

    Wiktor Walentynowicz, 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

  15. Virtual reality and artificial intelligence in e-commerce

    Grzegorz Chodak, Edyta Ropuszyńska-Surma

    IACC 2022 · 2023

  16. Migrants vs

    Piotr D Miłkowski, Jan Kocoń, Krzysztof Hwaszcz, Jan A Wieczorek, Olga Czeranowska, Karol Chlasta, Izabela Grabowska, Agata Jastrzębowska

    Telematics and Informatics Reports · 2023

  17. Training environment for rare events learning a feasibility study

    Przemysław Śliwiński, Jarosław Sugier, Jacek Mazurkiewicz, Tomasz Walkowiak

    Reliability and statistics in transportation and communication · 2023

  18. Deployment of deep models in NLP infrastructure

    Tomasz Walkowiak

    Dependable Computer Systems and Networks · 2023

  19. StudEmo: A Non-aggregated Review Dataset for Personalized Emotion Recognition

    Anh Ngo, Argi Candri, Teddy Ferdinan, Jan Kocoń, Wojciech Korczyński

    LREC 2022 · 2022

  20. Emotion norms for 6000 Polish word meanings with a direct mapping to the Polish wordnet

    Jan Kocoń, Piotr D Miłkowski, Arkadiusz Janz, Maciej Piasecki, Małgorzata Wierzba, Monika Riegel, Katarzyna Klessa, Konrad Juszczyk, Barbara Konat, Damian Grimling, Artur Marchewka

    Behavior Research Methods · 2022