Publications
Publications assigned to this group and public publications confirmed in the research records of its current members.
Publications: 353
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
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
Piotr D Miłkowski, Jan Kocoń, Krzysztof Hwaszcz, Jan A Wieczorek, Olga Czeranowska, Karol Chlasta, Izabela Grabowska, Agata Jastrzębowska
Telematics and Informatics Reports · 2023
ISO 24617-2 on a cusp of languages
Krzysztof Hwaszcz, Marcin Ł Oleksy, Aleksandra Domogała, Jan A Wieczorek
The 19th Joint ACL - ISO Workshop on Interoperable Semantic Annotation · 2023
StudEmo: A Non-aggregated Review Dataset for Personalized Emotion Recognition
Anh Ngo, Argi Candri, Teddy Ferdinan, Jan Kocoń, Wojciech Korczyński
LREC 2022 · 2022
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
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
Deep neural sequence to sequence lexical substitution for the Polish language
Michał Pogoda, Karol Gawron, Norbert Ropiak, Michał Swędrowski, Jan Kocoń
ICCS 2022 · 2022
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
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
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
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
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
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
MultiEmo: language-agnostic sentiment analysis
Piotr D. Miłkowski, Marcin Gruza, Przemysław Kazienko, Joanna I Szołomicka, Stanisław J Woźniak, Jan Kocoń
ICCS 2022 · 2022
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
Jan A Wieczorek, Jan Kocoń, Stanisław J Woźniak, Wiktor Walentynowicz, Agnieszka Karlińska, Cezary Rosiński, Patryk Hubar, Marek Kubis, Arkadiusz Margraf
LaTeCH-CLfL 2022 · 2022
Is context all you need? Non-contextual vs contextual multiword expressions detection
Maciej Piasecki, Kamil Kanclerz
ICCS 2022 · 2022
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
Context-free Transformer-based Generative Lemmatiser for Polish
Wiktor Walentynowicz, Maciej Piasecki, Artur Kot
ICCCI 2022 · 2022