no code implementations • EcomNLP (COLING) 2020 • Janusz Tracz, Piotr Iwo Wójcik, Kalina Jasinska-Kobus, Riccardo Belluzzo, Robert Mroczkowski, Ireneusz Gawlik
Product matching, i. e., being able to infer the product being sold for a merchant-created offer, is crucial for any e-commerce marketplace, enabling product-based navigation, price comparisons, product reviews, etc.
no code implementations • 9 May 2023 • Aleksandra Chrabrowa, Tsimur Hadeliya, Dariusz Kajtoch, Robert Mroczkowski, Piotr Rybak
We also devise the best method to utilize the conversational structure (i. e., question and answer) of real-life datasets during fine-tuning for clustering tasks, which we call Conv.
no code implementations • LREC 2022 • Aleksandra Chrabrowa, Łukasz Dragan, Karol Grzegorczyk, Dariusz Kajtoch, Mikołaj Koszowski, Robert Mroczkowski, Piotr Rybak
We evaluate the performance of plT5, mT5, Polish BART (plBART), and Polish GPT-2 (papuGaPT2).
no code implementations • EACL (BSNLP) 2021 • Robert Mroczkowski, Piotr Rybak, Alina Wróblewska, Ireneusz Gawlik
Therefore, this paper presents the first ablation study focused on Polish, which, unlike the isolating English language, is a fusional language.
1 code implementation • ACL 2020 • Piotr Rybak, Robert Mroczkowski, Janusz Tracz, Ireneusz Gawlik
To ensure a common evaluation scheme and promote models that generalize to different NLU tasks, the benchmark includes datasets from varying domains and applications.