21 citations · 66 across the 8 of their papers we have counts for
10 papers
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…
Optimal atomic interferometry robust to detection noise using spin-1 atomic condensates
Artur Niezgoda, Dariusz Kajtoch, Joanna Dziekańska +1
Implementation of the quantum interferometry concept to spin-1 atomic Bose-Einstein condensates is analyzed by employing a polar state evolved in time. In order to identify the bes…
Adiabaticity when raising a uniform 3D optical lattice in a bimodal Bose-Einstein condensate
Dariusz Kajtoch, Emilia Witkowska, Alice Sinatra
Using the time-dependent Bogoliubov approach, we study adiabaticity for a two-component Bose-Einstein condensate in a 3D time-dependent optical lattice with unit filling, in the su…
Efficient two-mode interferometers with spinor Bose-Einstein condensates
Artur Niezgoda, Dariusz Kajtoch, Emilia Witkowska
We consider general three-mode interferometers using a spin-1 atomic Bose-Einstein condensate with macroscopic magnetization. We show that these interferometers, combined with the…