Jan Kocon
Department of Artificial Intelligence · Wroclaw University of Science and Technology
Biography
I'm an Assistant Professor in the Department of Artificial Intelligence at the Wroclaw University of Science and Technology, where I earned both my Ph.D. in computer science (2018) and M.Sc. Eng. degree (2012). I am the AI/ML Team Leader and Senior ML/NLP Data Scientist for the CLARIN-BIZ and PLLuM projects. My passion for natural language processing (NLP) has spanned over a decade, with a keen interest in machine learning techniques. I've published over 90 scientific papers at prominent conferences, including ACL, ICDM, EMNLP, and more. My current endeavors involve pioneering deep learning models for subjective tasks such as emotion and sentiment analysis. I'm also delving into cross-lingual knowledge transfer and language-agnostic models. My contributions have been integral to CrisisDetector, StockBrief, Sentimenti, CLARIN-PL, and PLLuM projects. I enjoy imparting knowledge on data science, AI's role in NLP, and building sophisticated deep neural networks.
Recent Scopus Publications
- Exploring the future of psychometrics from a Large Language Model perspective: A case study analysis
- Breaking the Illusion of Reasoning in Polish LLMs: Quality over Quantity of Thought
- Divide, Cache, Conquer: Dichotomic Prompting for Efficient Multi-Label LLM-Based Classification
- Enhancing AI Face Realism: Cost-Efficient Quality Improvement in Distilled Diffusion Models with a Fully Synthetic Dataset
- AggTruth: Contextual Hallucination Detection Using Aggregated Attention Scores in LLMs
Links
- ORCID https://orcid.org/0000-0002-7665-6896
- Google Scholar https://scholar.google.com/citations?user=pmQHb5IAAAAJ
- Scopus https://www.scopus.com/authid/detail.uri?authorId=55345399800