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Department of Artificial Intelligence

Faculty of Information and Communication Technology

Artificial intelligence at Wrocław Tech: #1 in Poland, #191 worldwide · ShanghaiRanking GRAS 2026

Department of Artificial Intelligence

The department has 147 people and 14 research groups. We coordinate CLARIN-PL and PLLuM, the open Polish language model.

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Publications by year

Research topics

Research groups

All research groups

Publications

Publication archive

Selected

  1. A geometry-based view of Mahalanobis OOD detection

    DP Janiak, J Binkowski, T Kajdanowicz

    Proceedings of the 43rd International Conference on Machine Learning, Seoul, South Korea, 6th-11th July 1–32, 2026

  2. AbsoluteDegradation: a physics-inspired synthetic film-degradation pipeline and archival film restoration benchmark

    M Jastrzębski, D Glinkowski, D Zieliński, D Borkowski, WM Kozłowski, K Adamczewski

    NeurIPS, 2026

  3. Improving LLM-Based Recommender Systems with User-Controllable Profiles

    SJ Woźniak, JJ Duszenko, J Kocoń, P Kazienko

    WWW, 2025 · Cited by 4

  4. PLLuM-Align: Polish Preference Dataset for Large Language Model Alignment

    JA Moska, D Motyka, PT Walkowiak, A Janz, K Seweryn, A Kołos, …

    The 2025 Conference on Empirical Methods in Natural Language Processing, EMNLP 2025, November 4-9 23879–23908, 2025

Recently added

  1. LEON: location embeddings from OSM neighborhoods via hexagonal graph masked autoencoders

    S Sołtysiak, RJ Małek, J Kuśnierz, M Chojecki, P Szymański, AD Kawala-Sterniuk

    ICCCI 2026 274–287, in press

  2. Sociodemographic biases in educational counselling by large language models

    T Adamczyk, WM Mieleszczenko-Kowszewicz, B Bajcar, G Chodak, AP Szczęsny, MM Markiewicz, …

    AIED 2026 478–487, in press

  3. HalluBrainScan: model-agnostic reference-free activation-based LLM hallucination detection

    T Ferdinan, J Kocoń, P Kazienko

    ICCCI 2026 213–228, in press

Team

Whole team

Projects

25 projects under way.

All projects
  1. 2024–2027NLP

    AITAX — AI Tax Advisor

    AI system that streamlines tax advisory: defines factual circumstances, finds similar cases, summarizes authority positions, drafts interpretation requests.

    Foundation for Polish Science

    PI: Tomasz Kajdanowicz

  2. 2025–2027NLP

    CLARIN — Shared Language Resources and Technological Infrastructure

    Integrating LLM technology tools into the CLARIN-PL platform for research, business, and public-service users.

    Ministry of Science and Higher Education (Poland)

  3. 2024–2028ML

    Machine Learning for Chronic-Stress Symptoms in Preclinical Studies

    Augments automated mouse-behaviour analysis with EEG neurophysiology, learning combined representations to identify stress phenotypes and evaluate pharmacological interventions.

    Ministry of Science and Higher Education (Poland)

Centre for AI Applications

Research, AI deployment in industry and science, education. Let us discuss the scope of cooperation and the required documents.

Study

Artificial Intelligence, bachelor's and master's, taught in Polish.

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