Boshko Koloski

According to our database, Boshko Koloski authored at least 40 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Environmental, Social and Governance Sentiment Analysis on Slovene News: A Novel Dataset and Models.

Paula Dodig, Boshko Koloski, Katarina Sitar Sustar, Senja Pollak, Matthew Purver

CoRR, April, 2026

Multilingual Cognitive Impairment Detection in the Era of Foundation Models.

Damar Hoogland, Boshko Koloski, Jaya Caporusso, Tine Kolenik, Ana Zwitter Vitez, Senja Pollak, Christina Manouilidou, Matthew Purver

CoRR, April, 2026

FuDoBa: Fusing Document and Knowledge Graph Based Representations with Bayesian Optimisation.

Boshko Koloski, Senja Pollak, Roberto Navigli, Blaz Skrlj

Mach. Learn., March, 2026

MAPLE: Multi-Path Adaptive Propagation with Level-Aware Embeddings for Hierarchical Multi-Label Image Classification.

Boshko Koloski, Marjan Stoimchev, Jurica Levatic, Dragi Kocev, Saso Dzeroski

CoRR, March, 2026

HELM: Hierarchical and Explicit Label Modeling with Graph Learning for Multi-Label Image Classification.

Marjan Stoimchev, Boshko Koloski, Jurica Levatic, Dragi Kocev, Saso Dzeroski

CoRR, March, 2026

Incremental Graph Construction Enables Robust Spectral Clustering of Texts.

Marko Pranjic, Boshko Koloski, Nada Lavrac, Senja Pollak, Marko Robnik-Sikonja

CoRR, March, 2026

Fully- and semi-supervised hierarchical multi-label image classification with graph learning.

Marjan Stoimchev, Boshko Koloski, Jurica Levatic, Dragi Kocev, Saso Dzeroski

Inf. Sci., 2026

2025

HorNets: learning from discrete and continuous signals with routing neural networks.

Boshko Koloski, Nada Lavrac, Blaz Skrlj

Mach. Learn., April, 2025

LLM Embeddings for Deep Learning on Tabular Data.

Boshko Koloski, Andrei Margeloiu, Xiangjian Jiang, Blaz Skrlj, Nikola Simidjievski, Mateja Jamnik

CoRR, February, 2025

Extreme Multi-Label Text Classification for Less-Represented Languages and Low-Resource Environments: Advances and Lessons Learned.

Nikola Ivacic, Blaz Skrlj, Boshko Koloski, Senja Pollak, Nada Lavrac, Matthew Purver

Mach. Learn. Knowl. Extr., 2025

Measuring Catastrophic Forgetting in Cross-Lingual Classification: Transfer Paradigms and Tuning Strategies.

Boshko Koloski, Blaz Skrlj, Marko Robnik-Sikonja, Senja Pollak

IEEE Access, 2025

Evaluation of Knowledge Graph Construction Methods on the Stroke Domain.

Elena Atanasovska, Boshko Koloski, Dragi Kocev

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2025

Make Literature-Based Discovery Great Again Through Reproducible Pipelines.

Bojan Cestnik, Andrej Kastrin, Boshko Koloski, Nada Lavrac

Proceedings of the Advances in Intelligent Data Analysis XXIII, 2025

SEKE: Specialised Experts for Keyword Extraction.

Matej Martinc, Tran Thi Hong Hanh, Senja Pollak, Boshko Koloski

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

From Symbolic to Neural and Back: Exploring Knowledge Graph-Large Language Model Synergies.

Blaz Skrlj, Boshko Koloski, Senja Pollak, Nada Lavrac

Proceedings of the Challenges and Algorithms for Knowledge Discovery from Data, 2025

2024

SEKE: Specialised Experts for Keyword Extraction.

Matej Martinc, Hanh Thi Hong Tran, Senja Pollak, Boshko Koloski

CoRR, 2024

Evaluating and explaining training strategies for zero-shot cross-lingual news sentiment analysis.

Luka Andrensek, Boshko Koloski, Andraz Pelicon, Nada Lavrac, Senja Pollak, Matthew Purver

CoRR, 2024

AutoML-guided Fusion of Entity and LLM-based representations.

Boshko Koloski, Senja Pollak, Roberto Navigli, Blaz Skrlj

CoRR, 2024

Multi-Task Learning for Features Extraction in Financial Annual Reports.

Syrielle Montariol, Matej Martinc, Andraz Pelicon, Senja Pollak, Boshko Koloski, Igor Loncarski, Aljosa Valentincic

CoRR, 2024

whatdoyoumeme at SemEval-2024 Task 4: Hierarchical-Label-Aware Persuasion Detection using Translated Texts.

Nishan Chatterjee, Marko Pranjic, Boshko Koloski, Lidia Pivovarova, Senja Pollak

Proceedings of the 18th International Workshop on Semantic Evaluation, 2024

AHAM: Adapt, Help, Ask, Model Harvesting LLMs for Literature Mining.

Boshko Koloski, Nada Lavrac, Bojan Cestnik, Senja Pollak, Blaz Skrlj, Andrej Kastrin

Proceedings of the Advances in Intelligent Data Analysis XXII, 2024

ICML Topological Deep Learning Challenge 2024: Beyond the Graph Domain.

Guillermo Bernárdez, Lev Telyatnikov, Marco Montagna, Federica Baccini, Mathilde Papillon, Miquel Ferriol-Galmés, Mustafa Hajij, Theodore Papamarkou, Maria Sofia Bucarelli, Olga Zaghen, Johan Mathe, Audun Myers, Scott Mahan, Hansen Lillemark, Sharvaree Vadgama, Erik J. Bekkers, Tim Doster, Tegan Emerson, Henry Kvinge, Katrina Agate, Nesreen K. Ahmed, Pengfei Bai, Michael Banf, Claudio Battiloro, Maxim Beketov, Paul Bogdan, Martin Carrasco, Andrea Cavallo, Yun Young Choi, George Dasoulas, Matous Elphick, Giordan Escalona, Dominik Filipiak, Halley Fritze, Thomas Gebhart, Manel Gil-Sorribes, Salvish Goomanee, Victor Guallar, Liliya Imasheva, Andrei Irimia, Hongwei Jin, Graham Johnson, Nikos Kanakaris, Boshko Koloski, Veljko Kovac, Manuel Lecha, Minho Lee, Pierrick Leroy, Theodore Long, German Magai, Alvaro Martinez, Marissa Masden, Sebastian Meznar, Bertran Miquel-Oliver, Alexis Molina, Alexander Nikitin, Marco Nurisso, Matt Piekenbrock, Yu Qin, Patryk Rygiel, Alessandro Salatiello, Max Schattauer, Pavel Snopov, Julian Suk, Valentina Sánchez, Mauricio Tec, Francesco Vaccarino, Jonas Verhellen, Frédéric Wantiez, Alexander Weers, Patrik Zajec, Blaz Skrlj, Nina Miolane

Proceedings of the Geometry-grounded Representation Learning and Generative Modeling Workshop (GRaM) at ICML 2024, 2024

AutoML-Guided Fusion of Entity and LLM-Based Representations for Document Classification.

Boshko Koloski, Senja Pollak, Roberto Navigli, Blaz Skrlj

Proceedings of the Discovery Science - 27th International Conference, 2024

A Computational Analysis of the Dehumanisation of Migrants from Syria and Ukraine in Slovene News Media.

Jaya Caporusso, Damar Hoogland, Mojca Brglez, Boshko Koloski, Matthew Purver, Senja Pollak

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023

Latent Graph Powered Semi-Supervised Learning on Biomedical Tabular Data.

Boshko Koloski, Blaz Skrlj, Senja Pollak, Nada Lavrac

CoRR, 2023

Measuring Catastrophic Forgetting in Cross-Lingual Transfer Paradigms: Exploring Tuning Strategies.

Boshko Koloski, Blaz Skrlj, Marko Robnik-Sikonja, Senja Pollak

CoRR, 2023

Inducing Document Representations from Graphs: A Blueprint.

Boshko Koloski, Marko Pranjic, Nada Lavrac, Blaz Skrlj, Senja Pollak

Proceedings of the First Tiny Papers Track at ICLR 2023, 2023

2022

Knowledge graph informed fake news classification via heterogeneous representation ensembles.

Boshko Koloski, Timen Stepisnik Perdih, Marko Robnik-Sikonja, Senja Pollak, Blaz Skrlj

Neurocomputing, 2022

EMBEDDIA at SemEval-2022 Task 8: Investigating Sentence, Image, and Knowledge Graph Representations for Multilingual News Article Similarity.

Elaine Zosa, Emanuela Boros, Boshko Koloski, Lidia Pivovarova

Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, 2022

Multi-task Learning for Features Extraction in Financial Annual Reports.

Syrielle Montariol, Matej Martinc, Andraz Pelicon, Senja Pollak, Boshko Koloski, Igor Loncarski, Aljosa Valentincic, Katarina Sitar Sustar, Riste Ichev, Martin Znidarsic

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2022

E8-IJS@LT-EDI-ACL2022 - BERT, AutoML and Knowledge-graph backed Detection of Depression.

Ilija Tavchioski, Boshko Koloski, Blaz Skrlj, Senja Pollak

Proceedings of the Second Workshop on Language Technology for Equality, 2022

Out of Thin Air: Is Zero-Shot Cross-Lingual Keyword Detection Better Than Unsupervised?

Boshko Koloski, Senja Pollak, Blaz Skrlj, Matej Martinc

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Retrieval-Efficiency Trade-Off of Unsupervised Keyword Extraction.

Blaz Skrlj, Boshko Koloski, Senja Pollak

Proceedings of the Discovery Science - 25th International Conference, 2022

Early detection of depression with linear models using hand-crafted and contextual features.

Ilija Tavchioski, Blaz Skrlj, Senja Pollak, Boshko Koloski

Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

2021

EMBEDDIA Tools, Datasets and Challenges: Resources and Hackathon Contributions.

Senja Pollak, Marko Robnik-Sikonja, Matthew Purver, Michele Boggia, Ravi Shekhar, Marko Pranjic, Salla Salmela, Ivar Krustok, Tarmo Paju, Carl-Gustav Linden, Leo Leppänen, Elaine Zosa, Matej Ulcar, Linda Freienthal, Silver Traat, Luis Adrián Cabrera-Diego, Matej Martinc, Nada Lavrac, Blaz Skrlj, Martin Znidarsic, Andraz Pelicon, Boshko Koloski, Vid Podpecan, Janez Kranjc, Shane Sheehan, Emanuela Boros, José G. Moreno, Antoine Doucet, Hannu Toivonen

Proceedings of the EACL Hackashop on News Media Content Analysis and Automated Report Generation, 2021

Interesting cross-border news discovery using cross-lingual article linking and document similarity.

Boshko Koloski, Elaine Zosa, Timen Stepisnik Perdih, Blaz Skrlj, Tarmo Paju, Senja Pollak

Proceedings of the EACL Hackashop on News Media Content Analysis and Automated Report Generation, 2021

Extending Neural Keyword Extraction with TF-IDF tagset matching.

Boshko Koloski, Senja Pollak, Blaz Skrlj, Matej Martinc

Proceedings of the EACL Hackashop on News Media Content Analysis and Automated Report Generation, 2021

Identification of COVID-19 Related Fake News via Neural Stacking.

Boshko Koloski, Timen Stepisnik Perdih, Senja Pollak, Blaz Skrlj

Proceedings of the Combating Online Hostile Posts in Regional Languages during Emergency Situation, 2021

2020

Know your Neighbors: Efficient Author Profiling via Follower Tweets.

Boshko Koloski, Senja Pollak, Blaz Skrlj

Proceedings of the Working Notes of CLEF 2020, 2020

Multilingual Detection of Fake News Spreaders via Sparse Matrix Factorization.

Boshko Koloski, Senja Pollak, Blaz Skrlj

Proceedings of the Working Notes of CLEF 2020, 2020