Publikacje

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

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

Henryk Maciejewski, Tomasz Walkowiak, Kamil A Szyc

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

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

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

Assessment of document similarity visualisation methods

Mateusz Gniewkowski, Tomasz Walkowiak

LTC 2019 · 2022

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

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

Artificial intelligence in online stores’ processes

Grzegorz Chodak, Yash Chawla

IACC 2021 · 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

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

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

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

Context-free Transformer-based Generative Lemmatiser for Polish

Wiktor Walentynowicz, Maciej Piasecki, Artur Kot

ICCCI 2022 · 2022