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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
402021
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
292020
Propositionalization and embeddings: two sides of the same coin
N Lavrač, B Škrlj, M Robnik-Šikonja
Machine Learning 109, 1465-1507, 2020
252020
RaKUn: Rank-based Keyword Extraction via Unsupervised Learning and Meta Vertex Aggregation
B Škrlj, A Repar, S Pollak
Statistical Language and Speech Processing: 7th International Conference …, 2019
242019
TNT-KID: Transformer-based neural tagger for keyword identification
M Martinc, B Škrlj, S Pollak
Natural Language Engineering 28 (4), 409-448, 2022
232022
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, 1-19, 2022
232022
Feature importance estimation with self-attention networks
B Škrlj, S Džeroski, N Lavrač, M Petkovič
arXiv preprint arXiv:2002.04464, 2020
232020
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
212021
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
Knowledge graph informed fake news classification via heterogeneous representation ensembles
B Koloski, TS Perdih, M Robnik-Šikonja, S Pollak, B Škrlj
Neurocomputing 496, 208-226, 2022
192022
Identification of COVID-19 related fake news via neural stacking
B Koloski, T Stepišnik-Perdih, S Pollak, B Škrlj
Combating Online Hostile Posts in Regional Languages during Emergency …, 2021
182021
Prediction uncertainty estimation for hate speech classification
K Miok, D Nguyen-Doan, B Škrlj, D Zaharie, M Robnik-Šikonja
Statistical Language and Speech Processing: 7th International Conference …, 2019
182019
Py3plex toolkit for visualization and analysis of multilayer networks
B Škrlj, J Kralj, N Lavrač
Applied Network Science 4 (1), 1-24, 2019
172019
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
162017
Embedding-based Silhouette community detection
B Škrlj, J Kralj, N Lavrač
Machine Learning 109, 2161-2193, 2020
152020
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
142021
Investigating cross-lingual training for offensive language detection
A Pelicon, R Shekhar, B Škrlj, M Purver, S Pollak
PeerJ Computer Science 7, e559, 2021
132021
ProBiS-Dock database: A web server and interactive web repository of small ligand–protein binding sites for drug design
J Konc, S Lesnik, B Skrlj, D Janezic
Journal of Chemical Information and Modeling 61 (8), 4097-4107, 2021
122021
CBSSD: Community-based semantic subgroup discovery
B Škrlj, J Kralj, N Lavrač
Journal of Intelligent Information Systems 53, 265-304, 2019
122019
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
122018
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Articles 1–20