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Boshko Koloski
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Year
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
552022
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
Extending neural keyword extraction with TF-IDF tagset matching
B Koloski, S Pollak, B Škrlj, M Martinc
Proceedings of the EACL Hackashop on News Media Content Analysis and …, 2021
172021
Out of Thin Air: Is Zero-Shot Cross-Lingual Keyword Detection Better Than Unsupervised?
B Koloski, S Pollak, B Škrlj, M Martinc
Proceedings of the Thirteenth Language Resources and Evaluation Conference …, 2022
122022
Multilingual Detection of Fake News Spreaders via Sparse Matrix Factorization.
B Koloski, S Pollak, B Skrlj
CLEF (Working Notes), 2020
122020
EMBEDDIA tools, datasets and challenges: Resources and hackathon contributions
S Pollak, M Robnik-Šikonja, M Purver, M Boggia, R Shekhar, M Pranjić, ...
Proceedings of the EACL Hackashop on News Media Content Analysis and …, 2021
11*2021
BERT, AutoML and knowledge-graph backed detection of depression
I Tavchioski, B Koloski, B Škrlj, S Pollak
Proceedings of the second workshop on language technology for equality …, 2022
102022
Fusion of linguistic, neural and sentence-transformer features for improved term alignment
A Repar, S Pollak, M Ulčar, B Koloski
Proceedings of the BUCC Workshop within LREC 2022, 61-66, 2022
52022
Know your Neighbors: Efficient Author Profiling via Follower Tweets.
B Koloski, S Pollak, B Skrlj
CLEF (Working Notes), 2020
42020
Early detection of depression with linear models using hand-crafted and contextual features.
I Tavchioski, B Skrlj, S Pollak, B Koloski
CLEF (Working Notes), 1005-1013, 2022
32022
Knowledge informed sustainability detection from short financial texts
B Koloski, S Montariol, M Purver, S Pollak
32022
Interesting cross-border news discovery using cross-lingual article linking and document similarity
B Koloski, E Zosa, T Stepišnik-Perdih, B Škrlj, T Paju, S Pollak
Proceedings of the EACL Hackashop on News Media Content Analysis and …, 2021
22021
Multi-label classification of COVID-19-related articles with an autoML approach
I Tavchioski, B Koloski, B Škrlj, S Pollak
22021
Latent graph powered semi-supervised learning on biomedical tabular data
B Koloski, B Škrlj, S Pollak, N Lavrač
arXiv preprint arXiv:2309.15757, 2023
12023
Measuring catastrophic forgetting in cross-lingual transfer paradigms: Exploring tuning strategies
B Koloski, B Škrlj, M Robnik-Šikonja, S Pollak
arXiv preprint arXiv:2309.06089, 2023
12023
Inducing Document Representations from Graphs: A Blueprint
B Koloski, M Pranjic, N Lavrac, B Škrlj, S Pollak
International Conference on Learning Representations (ICLR), Tiny Papers, 2023
12023
Choice of plausible alternatives dataset in Serbian COPA-SR
N Ljubešić, M Starović, T Kuzman, T Samardžić
Jožef Stefan Institute, 2022
12022
Retrieval-efficiency trade-off of Unsupervised Keyword Extraction
B Škrlj, B Koloski, S Pollak
International Conference on Discovery Science, 379-393, 2022
12022
Slovenian keyword extraction dataset from SentiNews 1.0
B Koloski, M Martinc, I Tavchioski, B Škrlj, S Pollak
Jožef Stefan Institute, 2022
12022
Keyword extraction datasets for croatian, estonian, latvian and russian 1.0
B Koloski, S Pollak, B Škrlj, M Martinc
Ekspress Meedia Group, 2021
12021
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Articles 1–20