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Profile

Jan Kocoń

Assistant Professor

Jan Kocoń
natural language processingpersonalizationdeep language modelsmachine learningartificial intelligencecryptocurrencies

Research groups

Jan Kocoń is an Assistant Professor at the Wroclaw University of Science and Technology, where he received a Ph.D. degree in computer science (2018) and an MSc. Eng. degree (2012). He is also AI/ML Team Leader and Senior ML/NLP Data Scientist in the CLARIN-BIZ project. He has worked on natural language processing (NLP) for over a decade, especially using machine learning methods. He is the author of more than 60 scientific publications, presented at conferences such as ACL, ICDM, CoNLL, COLING, PerCOM, ICCS, KES, LREC, RANLP, and GWC. He is currently working on advanced personalized models based on deep learning in subjective tasks, such as emotion, sentiment, hate speech, or humor recognition. He also works on cross-lingual knowledge transfer and the application of language-agnostic models. He actively participated in the following projects using machine learning-based solutions: SYNAT, NEKST, CLARIN-PL, Parthenos, AZON, Sentimenti, CLARIN-BIZ, Q-Travel, and AI Tech. He lectures on an introduction to data science, the application of artificial intelligence in natural language processing, and the construction of advanced deep neural network models. Winner of HackYeah 2021 - the largest hackathon in Europe - in a task related to optimizing the construction of a power plant based on renewable energy sources for hydrogen production.

Education

2012

MsC in Computer Science

Wroclaw University of Science and Technology

2018

Ph.D. in Computer Science, Artificial Intelligence

Wroclaw University of Science and Technology

Publications(98)

Typology of image crises using large language models: a novel approach to crisis classification

Grzegorz Chodak, Aleksander P Szczęsny, Przemysław Kazienko, Oliwier Kaszyca, Marcin Ł Oleksy, Mateusz Kochanek, Dominika Szydło, Igor Cichecki, Wiktoria M Mieleszczenko-Kowszewicz, Ewa Dzięcioł, Tomasz Kajdanowicz, Maciej Piasecki, Jan Kocoń, Dariusz Tworzydło, Kajetan Bilski, Kaja Matuszak, Przemysław Palacz

Journal of Contingencies and Crisis Management 2025 vol. 33, nr 4, art. e70092, s. 1-20.

2025

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

arXiv

2024

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