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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. What if Ground Truth is Subjective? Personalized Deep Neural Hate Speech Detection

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

    LREC 2022 · 2022

  2. Deep neural sequence to sequence lexical substitution for the Polish language

    Michał Pogoda, Karol Gawron, Norbert Ropiak, Michał Swędrowski, Jan Kocoń

    ICCS 2022 · 2022

  3. Out-of-distribution detection in high-dimensional data using mahalanobis distance - critical analysis

    Henryk Maciejewski, Tomasz Walkowiak, Kamil A Szyc

    ICCS 2022 · 2022

  4. MultiAspectEmo: multilingual and language-agnostic aspect-based sentiment analysis

    Joanna I. Szołomicka, Jan Kocoń

    22nd IEEE International Conference on Data Mining Workshops (ICDMW), 28 November - 1 December 2022, Orlando, Florida · 2022

  5. Multi-module natural language search engine for travel offers

    Karol Gawron, Konrad D Wojtasik, Bartłomiej Bojanowski, Arkadiusz Janz, Jan Kocoń, Piotr D Miłkowski, Maciej Piasecki, Michał Pogoda, Norbert Ropiak, Michał Swędrowski, Wiktor Walentynowicz, Tomasz Krupa, Agnieszka Kukałowicz

    ICCCI 2022 · 2022

  6. Automatic classification of complaint reports in waste management systems using TF-IDF, fasttext, and BERT

    Tomasz Walkowiak, Alicja H Dąbrowska, Robert Giel, Sylwia Werbińska-Wojciechowska

    New Advances in Dependability of Networks and Systems · 2022

  7. Evaluating natural language processing tools for polish during PolEval 2019

    Jan Kocoń, Michał M Marcińczuk, Łukasz Kobyliński, Maciej Ogrodniczuk, Aleksander Smywiński-Pohl, Krzysztof Wołk, Danijel Koržinek, Michał Ptaszyński, Agata Pieciukiewicz, Paweł Dybała

    LTC 2019 · 2022

  8. Compression methods for Transformers in multidomain sentiment analysis

    Wojciech Korczyński, Jan Kocoń

    22nd IEEE International Conference on Data Mining Workshops (ICDMW), 28 November - 1 December 2022, Orlando, Florida · 2022

  9. Assessment of document similarity visualisation methods

    Mateusz Gniewkowski, Tomasz Walkowiak

    LTC 2019 · 2022

  10. New Advances in Dependability of Networks and Systems : proceedings of the Seventeenth International Conference on Dependability of Computer Systems DepCoS-RELCOMEX, June 27 – July 1, 2022, Wrocław, Poland

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

    Lecture Notes in Networks and Systems · 2022

  11. Multi-model analysis of language-agnostic sentiment classification on MultiEmo data

    Piotr D. Miłkowski, Marcin Gruza, Przemysław Kazienko, Joanna I Szołomicka, Stanisław J Woźniak, Jan Kocoń

    ICCCI 2022 · 2022

  12. Linguistic knowledge application to neuro-symbolic transformers in sentiment analysis

    Joanna Baran, Jan Kocoń

    22nd IEEE International Conference on Data Mining Workshops (ICDMW), 28 November - 1 December 2022, Orlando, Florida · 2022

  13. Artificial intelligence in online stores’ processes

    Grzegorz Chodak, Yash Chawla

    IACC 2021 · 2022

  14. MultiEmo: language-agnostic sentiment analysis

    Piotr D. Miłkowski, Marcin Gruza, Przemysław Kazienko, Joanna I Szołomicka, Stanisław J Woźniak, Jan Kocoń

    ICCS 2022 · 2022

  15. This is the Way: Designing and Compiling LEPISZCZE, a Comprehensive NLP Benchmark for Polish

    Łukasz M. Augustyniak, Kamil Tagowski, Albert K Sawczyn, Denis P Janiak, Roman D Bartusiak, Adrian Szymczak, Marcin Wątroba, Arkadiusz Janz, Piotr Szymański, Tomasz Kajdanowicz, Maciej Piasecki, Mikołaj Morzy

    NeurIPS 2022 · 2022

  16. Towards a contextualised spatial-diachronic history of literature: mapping emotional representations of the city and the country in Polish fiction from 1864 to 1939

    Jan A Wieczorek, Jan Kocoń, Stanisław J Woźniak, Wiktor Walentynowicz, Agnieszka Karlińska, Cezary Rosiński, Patryk Hubar, Marek Kubis, Arkadiusz Margraf

    LaTeCH-CLfL 2022 · 2022

  17. Is context all you need? Non-contextual vs contextual multiword expressions detection

    Maciej Piasecki, Kamil Kanclerz

    ICCS 2022 · 2022

  18. Deep-SHEEP: sense of humor extraction from embeddings in the personalized context

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

    22nd IEEE International Conference on Data Mining Workshops (ICDMW), 28 November - 1 December 2022, Orlando, Florida · 2022

  19. Measures of outlierness in high-dimensional data under correlation of features – with application for open-set classification

    Szymon T. Datko, Henryk Maciejewski, Tomasz Walkowiak

    New Advances in Dependability of Networks and Systems · 2022

  20. Context-free Transformer-based Generative Lemmatiser for Polish

    Wiktor Walentynowicz, Maciej Piasecki, Artur Kot

    ICCCI 2022 · 2022