Spremljaj
Blaž Škrlj
Blaž Škrlj
Jozef Stefan Institute, Outbrain
Preverjeni e-poštni naslov na ijs.si - Domača stran
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Leto
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
582022
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
572021
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
502021
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
502020
TNT-KID: Transformer-based neural tagger for keyword identification
M Martinc, B Škrlj, S Pollak
Natural Language Engineering 28 (4), 409-448, 2022
472022
Feature importance estimation with self-attention networks
B Škrlj, S Džeroski, N Lavrač, M Petkovič
ECAI 2020 325, 1491--1498, 2020
432020
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
412022
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
372019
Propositionalization and embeddings: two sides of the same coin
N Lavrač, B Škrlj, M Robnik-Šikonja
Machine Learning 109, 1465-1507, 2020
352020
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
292021
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
292019
Investigating cross-lingual training for offensive language detection
A Pelicon, R Shekhar, B Škrlj, M Purver, S Pollak
PeerJ Computer Science 7, e559, 2021
262021
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
252021
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
242019
A comprehensive comparison of molecular feature representations for use in predictive modeling
T Stepišnik, B Škrlj, J Wicker, D Kocev
Computers in Biology and Medicine 130, 104197, 2021
202021
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
192021
The role of the Listeria monocytogenes surfactome in biofilm formation
N Janež, B Škrlj, M Sterniša, A Klančnik, J Sabotič
Microbial biotechnology 14 (4), 1269-1281, 2021
192021
Py3plex toolkit for visualization and analysis of multilayer networks
B Škrlj, J Kralj, N Lavrač
Applied Network Science 4 (1), 1-24, 2019
192019
autoBOT: evolving neuro-symbolic representations for explainable low resource text classification
B Škrlj, M Martinc, N Lavrač, S Pollak
Machine Learning 110 (5), 989-1028, 2021
182021
Extending neural keyword extraction with TF-IDF tagset matching
B Koloski, S Pollak, B Škrlj, M Martinc
arXiv preprint arXiv:2102.00472, 2021
182021
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