no code implementations • SemEval (NAACL) 2022 • Matej Klemen, Marko Robnik-Šikonja
We describe the ULFRI system used in the Subtask 1 of SemEval-2022 Task 4 Patronizing and condescending language detection.
no code implementations • 22 Aug 2022 • Dimitar Trajanov, Vangel Trajkovski, Makedonka Dimitrieva, Jovana Dobreva, Milos Jovanovik, Matej Klemen, Aleš Žagar, Marko Robnik-Šikonja
As our work shows, NLP is a highly relevant information extraction and processing approach for pharmacology.
1 code implementation • 13 Nov 2021 • Matej Klemen, Marko Robnik-Šikonja
We propose a novel methodology for the extraction of paraphrasing datasets from NLI datasets and cleaning existing paraphrasing datasets.
2 code implementations • 24 Nov 2020 • Matej Klemen, Luka Krsnik, Marko Robnik-Šikonja
We analyse the effect of adding morphological features to LSTM and BERT models.
1 code implementation • 22 Jun 2019 • Jaka Stavanja, Matej Klemen, Lovro Šubelj
Lastly, we compute various network properties on a social network of characters and use them as features in conjunction with classic data mining techniques.