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Department of Artificial Intelligence
← G4.19

Publications

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

Publications: 353

  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. 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

  3. 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

  4. 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

  5. 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

  6. 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

  7. 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

  8. 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

  9. 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

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

    Teddy Ferdinan, Jan Kocoń

    SafeAI 2023 · 2023

  11. 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

  12. 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

  13. 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

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

    Bartłomiej Koptyra, Anh Ngo, Łukasz Radliński, Jan Kocoń

    ICCS 2023 · 2023

  15. 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

  16. 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

  17. 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

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

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

    ICCS 2023 · 2023

  19. 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

  20. 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