Follow
Blaž Škrlj
Blaž Škrlj
Jozef Stefan Institute, Outbrain
Verified email at ijs.si - Homepage
Title
Cited by
Cited by
Year
tax2vec: Constructing interpretable features from taxonomies for short text classification
B Škrlj, M Martinc, J Kralj, N Lavrač, S Pollak
Computer Speech & Language 65, 101104, 2021
382021
Zero-shot learning for cross-lingual news sentiment classification
A Pelicon, M Pranjić, D Miljković, B Škrlj, S Pollak
Applied Sciences 10 (17), 5993, 2020
262020
RaKUn: Rank-based Keyword Extraction via Unsupervised Learning and Meta Vertex Aggregation
B Škrlj, A Repar, S Pollak
International Conference on Statistical Language and Speech Processing, 311-323, 2019
212019
Propositionalization and embeddings: two sides of the same coin
N Lavrač, B Škrlj, M Robnik-Šikonja
Machine Learning 109 (7), 1465-1507, 2020
202020
Feature importance estimation with self-attention networks
B Škrlj, S Džeroski, N Lavrač, M Petkovič
arXiv preprint arXiv:2002.04464, 2020
202020
Towards robust text classification with semantics-aware recurrent neural architecture
B Škrlj, J Kralj, N Lavrač, S Pollak
Machine Learning and Knowledge Extraction 1 (2), 34, 2019
202019
To ban or not to ban: Bayesian attention networks for reliable hate speech detection
K Miok, B Škrlj, D Zaharie, M Robnik-Šikonja
Cognitive Computation 14 (1), 353-371, 2022
172022
Prioritisation of Compounds for 3CLpro Inhibitor Development on SARS-CoV-2 Variants
M Jukič, B Škrlj, G Tomšič, S Pleško, Č Podlipnik, U Bren
Molecules 26 (10), 3003, 2021
172021
Identification of COVID-19 related fake news via neural stacking
B Koloski, T Stepišnik-Perdih, S Pollak, B Škrlj
International Workshop on Combating On line Ho st ile Posts in Regional …, 2021
162021
Embedding-based Silhouette community detection
B Škrlj, J Kralj, N Lavrač
Machine Learning 109 (11), 2161-2193, 2020
142020
Prediction uncertainty estimation for hate speech classification
K Miok, D Nguyen-Doan, B Škrlj, D Zaharie, M Robnik-Šikonja
International conference on statistical language and speech processing, 286-298, 2019
142019
GenProBiS: web server for mapping of sequence variants to protein binding sites
J Konc, B Skrlj, N Erzen, T Kunej, D Janezic
Nucleic acids research 45 (W1), W253-W259, 2017
142017
TNT-KID: Transformer-based neural tagger for keyword identification
M Martinc, B Škrlj, S Pollak
Natural Language Engineering 28 (4), 409-448, 2022
132022
Py3plex toolkit for visualization and analysis of multilayer networks
B Škrlj, J Kralj, N Lavrač
Applied Network Science 4 (1), 1-24, 2019
132019
CBSSD: Community-based semantic subgroup discovery
B Škrlj, J Kralj, N Lavrač
Journal of Intelligent Information Systems 53 (2), 265-304, 2019
122019
Investigating cross-lingual training for offensive language detection
A Pelicon, R Shekhar, B Škrlj, M Purver, S Pollak
PeerJ Computer Science 7, e559, 2021
112021
BERT meets shapley: Extending SHAP explanations to transformer-based classifiers
E Kokalj, B Škrlj, N Lavrač, S Pollak, M Robnik-Šikonja
Proceedings of the EACL Hackashop on News Media Content Analysis and …, 2021
112021
Py3plex: a library for scalable multilayer network analysis and visualization
B Škrlj, J Kralj, N Lavrač
International Conference on Complex Networks and their Applications, 757-768, 2018
112018
Multilingual gender classification with multi-view deep learning
M Martinc, B Skrlj, S Pollak
Proceedings of the Ninth International Conference of the CLEF Association …, 2018
112018
BoBER: web interface to the base of bioisosterically exchangeable replacements
S Lešnik, B Škrlj, N Eržen, U Bren, S Gobec, J Konc, D Janežič
Journal of Cheminformatics 9 (1), 1-8, 2017
112017
The system can't perform the operation now. Try again later.
Articles 1–20