Blaž Škrlj
Blaž Škrlj
Verified email at ijs.si
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
242021
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
162019
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), 575-589, 2019
162019
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
152020
Propositionalization and embeddings: two sides of the same coin
N Lavrač, B Škrlj, M Robnik-Šikonja
Machine Learning 109 (7), 1465-1507, 2020
132020
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
112019
Py3plex toolkit for visualization and analysis of multilayer networks
B Škrlj, J Kralj, N Lavrač
Applied Network Science 4 (1), 1-24, 2019
102019
CBSSD: Community-based semantic subgroup discovery
B Škrlj, J Kralj, N Lavrač
Journal of Intelligent Information Systems 53 (2), 265-304, 2019
102019
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
102017
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, 2021
92021
Feature importance estimation with self-attention networks
B Škrlj, S Džeroski, N Lavrač, M Petkovič
arXiv preprint arXiv:2002.04464, 2020
92020
Community-based semantic subgroup discovery
B Škrlj, J Kralj, A Vavpetič, N Lavrač
International Workshop on New Frontiers in Mining Complex Patterns, 182-196, 2017
92017
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
82018
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
82018
Embedding-based Silhouette community detection
B Škrlj, J Kralj, N Lavrač
Machine Learning 109 (11), 2161-2193, 2020
72020
Insights from ion binding site network analysis into evolution and functions of proteins
B Škrlj, T Kunej, J Konc
Molecular informatics 37 (6-7), 1700144, 2018
72018
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
72017
Tnt-kid: Transformer-based neural tagger for keyword identification
M Martinc, B Škrlj, S Pollak
Natural Language Engineering, 1-40, 2020
52020
Fake or Not: Distinguishing between Bots, Males and Females.
M Martinc, B Skrlj, S Pollak
CLEF (Working Notes), 2019
52019
Computational identification of non-synonymous polymorphisms within regions corresponding to protein interaction sites
B Skrlj, T Kunej
Computers in biology and medicine 79, 30-35, 2016
52016
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Articles 1–20