RAFEN – Regularized Alignment Framework for Embeddings of Nodes
Kamil Tagowski, Piotr Bielak, Jakub Binkowski, Tomasz Kajdanowicz
Lecture notes in computer science
2023
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Profil
Absolwent studiów doktoranckich
Machine Learning enthusiast, a Ph.D. student with five years of experience in the field. Co-author of machine learning publications concerning graph representation learning field and natural language processing.
😊 Eager to deploy machine-learning techniques for real-world problems regarding textual, graph, or multimodal data.
👨💻 Libraries & Benchmarks Co-author of CLARIN-PL Embeddings library (https://github.com/CLARIN-PL/embeddings/) that provides various ready-to-use NLP pipelines. Co-author of LEPISZCZE benchmark (lepiszcze.ml) - A new, comprehensive open-source benchmark for Polish NLP with a continuous-submission leaderboard. NeurIPS 2022 Accepted Paper on Dataset and Benchmark Track
👨🏫 Teaching Instructor, creator of assignments and course materials, host of Kaggle InClass competitions at WUST (Wroclaw University of Science and Technology) laboratory and project courses.
➡️ Current projects Currently engaged in projects concerning the development of dialogue and Question-Answering (QA) systems for Polish and representation learning for dynamic graphs.
M. Sc. in Computer Science
Wroclaw University of Science and Technology
Kamil Tagowski, Piotr Bielak, Jakub Binkowski, Tomasz Kajdanowicz
Lecture notes in computer science
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
Advances in Neural Information Processing Systems
Piotr Bielak, Kamil Tagowski, Maciej Falkiewicz, Tomasz Kajdanowicz, Nitesh Chawla
Knowledge-Based Systems 2022 vol. 236, art. 107453, s. 1-19. [ Publikacja zarejestrowana jako preonline dn. 22.10.2021, rok zaliczenia 2021. Wersja ostateczna zarejestrowana 03.01.2022, rok zaliczenia 2022.]
Kamil Tagowski, Piotr Bielak, Tomasz Kajdanowicz
Cham : Springer, cop. 2021. s. 599-613.
Tomasz Kajdanowicz, Kamil Tagowski, Maciej Falkiewicz, Przemysław Kazienko
Lecture notes in social networks