Papers and presentations
PolEval 2024 results were presented at a special session of the Natural Language Processing seminar at the Institute of Computer Science, Polish Academy of Sciences on December 2, 2024 in Warsaw.
PolEval 2022/23 overview
- Welcome to PolEval 2024 (Łukasz Kobyliński, Maciej Ogrodniczuk, Filip Graliński, Ryszard Staruch, Karol Saputa)
Task 1: Reading Comprehension
- Task overview (Ryszard Tuora, Aleksandra Zwierzchowska)
- Optimizing LLMs for Polish Reading Comprehension: A Comparative Study of Ensemble and Unified Approaches (Krzysztof Wróbel)
Task 2: Emotion and Sentiment Recognition
- Task overview (Jan Kocoń, Bartłomiej Koptyra)
- Emotion and Sentiment Recognition in Polish Texts Using Large Language Models: A Winning Approach to PolEval 2024 (Krzysztof Wróbel)
- Ensemble as a Variance Reduction Method for Emotion and Sentiment Recognition (Tomasz Warzecha)
- Emotion and Sentiment Recognition using Ensemble Models (Jakub Kosterna)
- Zero-shot Approach Using Bielik LLM for Emotion Recognition in Polish (Paweł Cyrta)
Task 3: Polish Automatic Speech Recognition Challenge
- Task overview (Michał Junczyk, Iwona Christop, Piotr Pęzik)
- Augmenting Polish Automatic Speech Recognition System With Synthetic Data (Łukasz Bondaruk, Jakub Kubiak, Mateusz Czyżnikiewicz)
- Exploration of training Zipformer and E-Branchformer models with Polish language BIGOS dataset (Paweł Cyrta)
The papers were published in PolEval 2024 proceedings volume (ISBN 978-83-63159-33-7).