21 citations · 66 across the 8 of their papers we have counts for
3 papers · 1 filter
Evaluation of Few-Shot Learning for Classification Tasks in the Polish Language
Tsimur Hadeliya, Dariusz Kajtoch
We introduce a few-shot benchmark consisting of 7 different classification tasks native to the Polish language. We conducted an empirical comparison with 0 and 16 shots between fin…
Going beyond research datasets: Novel intent discovery in the industry setting
Aleksandra Chrabrowa, Tsimur Hadeliya, Dariusz Kajtoch +2
Novel intent discovery automates the process of grouping similar messages (questions) to identify previously unknown intents. However, current research focuses on publicly availabl…
Evaluation of Transfer Learning for Polish with a Text-to-Text Model
Aleksandra Chrabrowa, Łukasz Dragan, Karol Grzegorczyk +4
We introduce a new benchmark for assessing the quality of text-to-text models for Polish. The benchmark consists of diverse tasks and datasets: KLEJ benchmark adapted for text-to-t…