no code implementations • 31 Jan 2024 • Karolina Seweryn, Gabriel Chęć, Szymon Łukasik, Anna Wróblewska
The study contributes to the growing field of sports technology by demonstrating the practical benefits and limitations of integrating super-resolution techniques in football analytics and broadcasting.
no code implementations • 21 Sep 2023 • Karolina Seweryn, Anna Wróblewska, Szymon Łukasik
Overall, this survey provides a valuable resource for researchers interested in the field of action scene understanding in soccer.
no code implementations • 26 May 2023 • Anna Wróblewska, Bartosz Pieliński, Karolina Seweryn, Sylwia Sysko-Romańczuk, Karol Saputa, Aleksandra Wichrowska, Hanna Schreiber
This paper explores the automatic knowledge extraction of formal institutional design - norms, rules, and actors - from international agreements.
no code implementations • 28 Nov 2022 • Witold Sosnowski, Karolina Seweryn, Anna Wróblewska, Piotr Gawrysiak
This paper presents an analysis regarding an influence of the Distance Metric Learning (DML) loss functions on the supervised fine-tuning of the language models for classification tasks.
no code implementations • 28 Nov 2022 • Witold Sosnowski, Anna Wróblewska, Karolina Seweryn, Piotr Gawrysiak
Our systematic experiments have shown that under few-shot learning settings, particularly proxy-based DML losses can positively affect the fine-tuning and inference of a supervised language model.
no code implementations • 2 Sep 2022 • Anna Wróblewska, Bartosz Pieliński, Karolina Seweryn, Karol Saputa, Aleksandra Wichrowska, Sylwia Sysko-Romańczuk, Hanna Schreiber
This paper presents research on a prototype developed to serve the quantitative study of public policy design.
no code implementations • 10 Jan 2022 • Daniel Ziembicki, Anna Wróblewska, Karolina Seweryn
The dataset contains entirely natural language utterances in Polish and gathers 2, 432 verb-complement pairs and 309 unique verbs.