Search Results for author: Karolina Seweryn

Found 7 papers, 0 papers with code

Improving Object Detection Quality in Football Through Super-Resolution Techniques

no code implementations31 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.

Object object-detection +3

Automating the Analysis of Institutional Design in International Agreements

no code implementations26 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.

Revisiting Distance Metric Learning for Few-Shot Natural Language Classification

no code implementations28 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.

Few-Shot Learning Language Modelling +1

Distance Metric Learning Loss Functions in Few-Shot Scenarios of Supervised Language Models Fine-Tuning

no code implementations28 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.

Metric Learning

Polish Natural Language Inference and Factivity -- an Expert-based Dataset and Benchmarks

no code implementations10 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.

Natural Language Inference Negation

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