1 code implementation • 31 May 2021 • Bojan Evkoski, Andraz Pelicon, Igor Mozetic, Nikola Ljubesic, Petra Kralj Novak
In fact, the main sources of unacceptable tweets are anonymous accounts, and accounts that were suspended or closed during the years 2018-2020.
no code implementations • 28 May 2021 • Matteo Cinelli, Andraž Pelicon, Igor Mozetič, Walter Quattrociocchi, Petra Kralj Novak, Fabiana Zollo
Interestingly, users loyal to reliable sources use on average a more toxic language than their counterpart.
no code implementations • LREC 2020 • Matej Martinc, Petra Kralj Novak, Senja Pollak
We propose a new method that leverages contextual embeddings for the task of diachronic semantic shift detection by generating time specific word representations from BERT embeddings.
1 code implementation • SEMEVAL 2019 • Andra{\v{z}} Pelicon, Matej Martinc, Petra Kralj Novak
For the first sub-task, we used a BERT model fine-tuned on the OLID dataset, while for the second and third tasks we developed a custom neural network architecture which combines bag-of-words features and automatically generated sequence-based features.
no code implementations • 6 Apr 2018 • Igor Mozetič, Peter Gabrovšek, Petra Kralj Novak
Currency trading (Forex) is the largest world market in terms of volume.
no code implementations • 25 Sep 2015 • Petra Kralj Novak, Jasmina Smailović, Borut Sluban, Igor Mozetič
We provide the first emoji sentiment lexicon, called the Emoji Sentiment Ranking, and draw a sentiment map of the 751 most frequently used emojis.