Boshko Koloski

1. POLLAK, Senja, MARTINC, Matej, REPAR, Andraž, ŠKRLJ, Blaž, KOLOSKI, Boshko, ULČAR, Matej, TRAAT, Silver. EMBEDDIA. D2.6, Final multilingual keyword exctraction techniques (T2.2). Ljubljana: Jožef Stefan Institute, 2020. 1 spletni vir (1 datoteka PDF (148 str.)), ilustr. IJS delovno poročilo, 14444, zaupno. https://www.ijs.si/ijsw/. [COBISS.SI-ID 160134147]

2. KOLOSKI, Boshko, POLLAK, Senja, ŠKRLJ, Blaž. Know your neighbors : efficient author profiling via follower tweets : notebook for PAN at CLEF 2020. V: CAPPELLATO, Linda (ur.). CLEF 2020 working notes. [S. l.]: CEUR-WS, 2020. 7 str. CEUR workshop proceedings, vol. 2696. ISSN 1613-0073. http://ceur-ws.org/Vol-2696/paper_146.pdf. [COBISS.SI-ID 34033411]

3. KOLOSKI, Boshko. Knowledge graph-based document embedding enrichment : diploma thesis : undergraduate university study programme Computer and Information Science. Ljubljana: [B. Koloski], 2020. 54 str., ilustr. https://repozitorij.uni-lj.si/IzpisGradiva.php?id=119701&lang=slv, Repozitorij Univerze v Ljubljani – RUL. [COBISS.SI-ID 30743555]

4. KOLOSKI, Boshko, POLLAK, Senja, ŠKRLJ, Blaž. Multilingual detection of fake news spreaders viaSparse Matrix factorization : notebook for PAN at CLEF 2020. V: CAPPELLATO, Linda (ur.). CLEF 2020 working notes. [S. l.]: CEUR-WS, 2020. 10 str. CEUR workshop proceedings, vol. 2696. ISSN 1613-0073. http://ceur-ws.org/Vol-2696/paper_145.pdf. [COBISS.SI-ID 33647875]

5. POLLAK, Senja, ROBNIK ŠIKONJA, Marko, PURVER, Matthew, PRANJIĆ, Marko, ULČAR, Matej, MARTINC, Matej, LAVRAČ, Nada, ŠKRLJ, Blaž, ŽNIDARŠIČ, Martin, PELICON, Andraž, KOLOSKI, Boshko, PODPEČAN, Vid, KRAJNC, Janez, et al. EMBEDDIA Tools, datasets and challenges : resources and hackathon contributions. V: TOIVONEN, Hannu (ur.), BOGGIA, Michele (ur.). EACL hackashop on news media content analysis and automated report generation : proceedings. Stroudsburg: Association for Computational Linguistics = ACL. Str. 99-109. ISBN 978-1-954085-13-8. https://www.aclweb.org/anthology/2021.hackashop-1.14.pdf. [COBISS.SI-ID 60365571]

6. PURVER, Matthew, SHEKHAR, Ravi, KOLOSKI, Boshko, ROBNIK ŠIKONJA, Marko. EMBEDDIA. D3.4, Final cross-lingual context and opinion analysis technology (T3.1). Ljubljana: Jožef Stefan Institute, 2021. 1 spletni vir (1 datoteka PDF (117 str.)), ilustr. IJS delovno poročilo, 14449, zaupno. https://www.ijs.si/ijsw/. [COBISS.SI-ID 161128707]

7. MARTINC, Matej, PELICON, Andraž, KOLOSKI, Boshko, POLLAK, Senja, PIVAROVA, Lidia. EMBEDDIA. D4.7, Final cross-lingual news viewpoints identification technology (T4.3). Ljubljana: Jožef Stefan Institute, 2021. 1 spletni vir (1 datoteka PDF (182 str.)), ilustr. IJS delovno poročilo, 14496, zaupno. https://www.ijs.si/ijsw/. [COBISS.SI-ID 173338115]

8. KOLOSKI, Boshko, POLLAK, Senja, ŠKRLJ, Blaž, MARTINC, Matej. Extending neural keyword extraction with TF-IDF tagset matching. V: TOIVONEN, Hannu (ur.), BOGGIA, Michele (ur.). EACL hackashop on news media content analysis and automated report generation : proceedings. Stroudsburg: Association for Computational Linguistics = ACL. Str. 22-29. ISBN 978-1-954085-13-8. https://www.aclweb.org/anthology/2021.hackashop-1.4.pdf. [COBISS.SI-ID 60350211]

9. KOLOSKI, Boshko, STEPIŠNIK PERDIH, Timen, POLLAK, Senja, ŠKRLJ, Blaž. Identification of COVID-19 related fake news via neural stacking. V: Combating online hostile posts in regional languagesduring emergency situation : First International Workshop, CONSTRAINT 2021 [co-located with 35th] AAAI 2021, Virtual Event, February 8, 2021. Cham: Springer, 2021. Vol. 1402, str. 177-188. Communicationsin computer and information science, Vol. 1402. ISBN 978-3-030-73695-8, ISBN 978-3-030-73696-5. ISSN 1865-0929. https://link.springer.com/content/pdf/10.1007%2F978-3-030-73696-5_17.pdf, DOI: 10.1007/978-3-030-73696-5_17. [COBISS.SI-ID 59060995]

10. KOLOSKI, Boshko, ZOSA, Elaine, STEPIŠNIK PERDIH, Timen, ŠKRLJ, Blaž, PAJU, Tarmo, POLLAK, Senja. Interesting cross-border news discovery using cross-lingual article linking and document similarity. V: TOIVONEN, Hannu (ur.), BOGGIA, Michele (ur.). EACL hackashop on news media content analysis and automated report generation : proceedings. Stroudsburg: Association for Computational Linguistics = ACL. Str. 116-120. ISBN 978-1-954085-13-8. https://www.aclweb.org/anthology/2021.hackashop-1.16.pdf. [COBISS.SI-ID 60370691]

11. KOLOSKI, Boshko, POLLAK, Senja, ŠKRLJ, Blaž, MARTINC, Matej. Keyword extraction datasets for Croatian, Estonian, Latvian and Russian 1.0. [S. l.]: Ekspress Meedia Group, 2021. CLARIN.SI data & tools. http://hdl.handle.net/11356/1403. [COBISS.SI-ID 93836035]

12. TAVCHIOSKI, Ilija, KOLOSKI, Boshko, ŠKRLJ, Blaž, POLLAK, Senja, Team E8@IJS at BioCreative VII LitCovid Track 5. Multi-label classification of COVID-19-related articles with an autoML approach. V: Proceedings of the BioCreative VII Chalenge Evaluation Workshop, November 8-10, 2021 : virtual. Str. 295-299. ISBN 978-0-578-32368-8. https://biocreative.bioinformatics.udel.edu/media/store/files/2021/TRACK5_pos_8_BC7_submission_218.pdf. [COBISS.SI-ID 85026819]

13. TAVCHIOSKI, Ilija, KOLOSKI, Boshko, ŠKRLJ, Blaž, POLLAK, Senja. BERT for detecting signs of depression. V: NOVAK, Rok (ur.), et al. 14. študentska konferenca Mednarodne podiplomske šole Jožefa Stefana = 14th Jožef Stefan International Postgraduate School Students' Conference : knjiga povzetkov = book of abstracts : 1. - 3. junij 2022, Kamnik, Slovenia = 1st - 3rd June, 2022, Kamnik, Slovenia. 14. študentska konferenca Mednarodne podiplomske šole Jožefa Stefana, 1. - 3. junij 2022, Kamnik, Slovenia = 14th Jožef Stefan International Postgraduate School Students' Conference, 1st - 3rd June, 2022, Kamnik, Slovenia. Ljubljana: Jožef Stefan Institute: Jožef Stefan International Postgraduate School, 2022. Str. 46. http://ipssc.mps.si/Book_of_Abstracts.pdf. [COBISS.SI-ID 116222723]

14. LJUBEŠIĆ, Nikola, KOLOSKI, Boshko, ZDRAVKOVSKA, Kristina, KUZMAN, Taja. Choice of plausible alternatives dataset in Macedonian COPA-MK. Ljubljana: Jožef Stefan Institute, 2022. CLARIN.SI data & tools. http://hdl.handle.net/11356/1687. [COBISS.SI-ID 130355459]

15. TAVCHIOSKI, Ilija, KOLOSKI, Boshko, ŠKRLJ, Blaž, POLLAK, Senja. E8-IJS@LT-EDI-ACL2022 - BERT, AutoML and knowledge-graph backed detection of depression. V: LTEDI 2022, The Second Workshop on Language Technology for Equality, Diversity and Inclusion, May 27, 2022 : proceedings of the Workshop. Stroudsburg: Association for Computational Linguistics = (ACL), 2022. Str. 251-257. ISBN 978-1-955917-43-8. https://aclanthology.org/2022.ltedi-1.pdf. [COBISS.SI-ID 108809731]

16. ZOSA, Elaine, BOROS, Emanuela, KOLOSKI, Boshko, PIVOVAROVA, Lidia. EMBEDDIA at SemEval-2022 Task 8 : investigating sentence, image, and knowledge graph representations for multilingual news article similarity. V: EMERSON, Guy (ur.). The 16th International Workshop on Semantic Evaluation (SemEval-2022) : proceedings of the workshop : July 14-15, 2022. Stroudsburg: Association for Computational Linguistics, cop. 2022. Str. 1107-1113, ilustr. ISBN 978-1-955917-80-3. https://aclanthology.org/2022.semeval-1.156.pdf, DOI: 10.18653/v1/2022.semeval-1.156. [COBISS.SI-ID 141666051]

17. FREIENTHAL, Linda, PELICON, Andraž, MARTINC, Matej, ŠKRLJ, Blaž, KRUSTOK, Ivar, PRANJIĆ, Marko, CABRERA-DIEGO, Luis Adrian, PURVER, Matthew, POLLAK, Senja, KUULMETS, Hele-Andra, SHEKHAR, Ravi, KOLOSKI, Boshko. EMBEDDIA tools output example corpus of Estonian, Croatian and Latvian news articles 1.0. [Tallinn]: Ekspress Meedia Group; [Ljubljana]: Styria Media Group, 2022. CLARIN.SI data & tools. ISSN 2820-4042. http://hdl.handle.net/11356/1485. [COBISS.SI-ID 104485891]

18. FREIENTHAL, Linda, POLLAK, Senja, PELICON, Andraž, KOLOSKI, Boshko, ŠKRLJ, Blaž, MARTINC, Matej, KRUSTOK, Ivar, et al. EMBEDDIA. D4.8, Final evaluation report on cross-lingual content analysis technology (T4.4). Ljubljana: Jožef Stefan Institute, 2022. 1 spletni vir (1 datoteka PDF (88 str.)), ilustr. IJS delovno poročilo, 14525, zaupno. https://www.ijs.si/ijsw/. [COBISS.SI-ID 174738691]

19. REPAR, Andraž, KOLOSKI, Boshko, ULČAR, Matej, POLLAK, Senja. Fusion of linguistic, neural and sentence-transformer features for improved term alignment. V: RAPP, Reinhard (ur.), ZWEIGENBAUM, Pierre (ur.), SHAROFF, Serge (ur.). 15th Workshop on Building and Using Comparable Corpora (BUCC 2022) : LREC 2022 Workshop, Language Resources and Evaluation Conference, 25 June 2022 : proceedings. Paris: European Language Resources Association (ELRA), 2022. Str. 61-66, tabele. ISBN 979-10-95546-94-8. http://www.lrec-conf.org/proceedings/lrec2022/workshops/BUCC/pdf/2022.bucc-1.9.pdf. [COBISS.SI-ID 115656707]

20. KOLOSKI, Boshko, STEPIŠNIK PERDIH, Timen, ROBNIK ŠIKONJA, Marko, POLLAK, Senja, ŠKRLJ, Blaž. Knowledge graph informed fake news classification via heterogeneous representation ensembles. Neurocomputing. [Print ed.]. 2022, vol. 496, july, str. 208-226. ISSN 0925-2312. DOI: 10.1016/j.neucom.2022.01.096. [COBISS.SI-ID 108655363]

21. KOLOSKI, Boshko, POLLAK, Senja, ŠKRLJ, Blaž. Knowledge graph informed fake news detection. V: NOVAK, Rok (ur.), et al. 14. študentska konferenca Mednarodne podiplomske šole Jožefa Stefana = 14th Jožef Stefan International Postgraduate School Students' Conference : knjiga povzetkov = book of abstracts : 1. - 3. junij 2022, Kamnik, Slovenia = 1st - 3rd June, 2022, Kamnik, Slovenia. 14. študentska konferenca Mednarodne podiplomske šole Jožefa Stefana, 1. - 3. junij 2022, Kamnik, Slovenia = 14th Jožef Stefan International Postgraduate School Students' Conference, 1st - 3rd June, 2022, Kamnik, Slovenia. Ljubljana: Jožef Stefan Institute: Jožef Stefan International Postgraduate School, 2022. Str. 56. http://ipssc.mps.si/Book_of_Abstracts.pdf. [COBISS.SI-ID 139186179]

22. KOLOSKI, Boshko, MONTARIOL, Syrielle, PURVER, Matthew, POLLAK, Senja. Knowledge informed sustainability detection from short financial texts. V: The 4th Workshop on Financial Technology and Natural Language Processing (FinNLP) with FinSim4-ESG Shared Task : July 24, [2022], Vienna. [S. l.: s. n. 2022, str. 73-79, ilustr. https://www.google.com/url?q=https%3A%2F%2Fmx.nthu.edu.tw%2F~chungchichen%2FFinNLP2022_IJCAI%2F12.pdf&sa=D&sntz=1&usg=AOvVaw2sqQpZEBUvuOnqk90lv3m3, https://mx.nthu.edu.tw/~chungchichen/FinNLP2022_IJCAI/12.pdf. [COBISS.SI-ID 136802307]

23. KOLOSKI, Boshko. Knowledge-graph-informed fake news classification via heterogeneous representation ensembles = Uporaba grafov znanja pri klasifikaciji lažnih novic z ansambli heterogenih reprezentacij : magistrsko delo. Ljubljana: [B. Koloski], 2022. XVII, 49 str., ilustr. [COBISS.SI-ID 124817667]

24. KOLOSKI, Boshko, POLLAK, Senja, ŠKRLJ, Blaž, MARTINC, Matej. Out of thin air : is zero-shot cross-lingual keyword detection better than unsupervised?. V: CALZOLARI, Nicoletta (ur.). LREC 2022 : Language Resources and Evaluation Conference : 20-25 June 2022, Palais du Pharo, Marseille, France : conference proceedings. Paris: European Language Resources Association (ELRA), 2022. Str. 400-409, ilustr. ISBN 979-10-95546-72-6. http://www.lrec-conf.org/proceedings/lrec2022/pdf/2022.lrec-1.42.pdf. [COBISS.SI-ID 112310275]

25. PRANJIĆ, Marko, HONG HANH, Tran Thi, KOLOSKI, Boshko, PELICON, Andraž, LAVRAČ, Nada, PURVER, Matthew, POLLAK, Senja. Prototype solutions for Kliping data sentiment analysis, keyword extraction, and document clustering : final technical project report by JSI. Ljubljana: Institut "Jožef Stefan", 2022. 1 USB-ključ (1 datoteka PDF (38 str.)), tabele. IJS delovno poročilo, 14223. [COBISS.SI-ID 134343427]

26. ŠKRLJ, Blaž, KOLOSKI, Boshko, POLLAK, Senja. Retrieval-efficiency trade-off of unsupervised keyword extraction. V: PONCELET, Pascal (ur.), IENCO, Dino (ur.). Discovery Science : 25th International Conference, DS 2022 : Montpellier, France, October 10–12, 2022 : proceedings. Cham: Springer Nature, cop. 2022. Str. 379-393, ilustr. Lecture notes in computer science (Internet), 13601. ISBN 978-3-031-18840-4. ISSN 1611-3349. DOI: 10.1007/978-3-031-18840-4_27. [COBISS.SI-ID 136819971]

27. KOLOSKI, Boshko, MARTINC, Matej, TAVCHIOSKI, Ilija, ŠKRLJ, Blaž, POLLAK, Senja. Slovenian keyword extraction dataset from SentiNews 1.0. Ljubljana: Jožef Stefan Institute, 2022. CLARIN.SI data & tools. http://hdl.handle.net/11356/1495. [COBISS.SI-ID 121053955]

28. KOLOSKI, Boshko, POLLAK, Senja, MARTINC, Matej. What works for Slovenian? A comparative study of different keyword extraction systems. V: FIŠER, Darja (ur.), ERJAVEC, Tomaž (ur.). Jezikovne tehnologije in digitalna humanistika : zbornik konference : 15.-16. september 2022, Ljubljana, Slovenija = Proceedings of the Conference on Language Technologies and Digital Humanities : September 15th-16th 2022, Ljubljana, Slovenia. 1st ed. Ljubljana: Inštitut za novejšo zgodovino: = Institute of Contemporary History, 2022. Str. 78-85, ilustr. ISBN 978-961-7104-20-2. https://nl.ijs.si/jtdh22/pdf/JTDH2022_Koloski_What-works-for-Slovenian-A-comparative-study-of-different-keyword.pdf. [COBISS.SI-ID 133768451]

29. IVAČIČ, Nikola, HONG HANH, Tran Thi, KOLOSKI, Boshko, POLLAK, Senja, PURVER, Matthew. Analysis of transfer learning for named entity recognition in South-Slavic languages. V: PISKORSKI, Jakub (ur.), POLLAK, Senja (ur.). The 9th Workshop on Slavic Natural Language Processing 2023 : proceedings of the workshop (SlavicNLP 2023) : May 6, 2023. Stroudsburg: Association for Computational Linguistics, cop. 2023. Str. 106-112, ilustr. ISBN 978-1-959429-57-9. https://aclanthology.org/2023.bsnlp-1.pdf. [COBISS.SI-ID 151562755]

30. KOLOSKI, Boshko. Generative AI (ChatGPT : Enhancing education from both sides of the coin : presented at the WEBINAR: Artificial intelligence for dducators - ethical challenges, practices and guidelines, 12 June 2023. [COBISS.SI-ID 210832387]

31. KOLOSKI, Boshko, PRANJIĆ, Marko, LAVRAČ, Nada, ŠKRLJ, Blaž, POLLAK, Senja. Inducing document representations from graphs : a blueprint. V: The first tiny papers track at ICLR 2023 : tiny papers @ ICLR 2023 : Kigali, Rwanda, May 5 2023. [S. l.: s. n., 2023]. Str. 1-5, ilustr. https://openreview.net/pdf?id=2rp3guEM3A. [COBISS.SI-ID 160533763]

32. OMEJC, Nina, KOLOSKI, Boshko, STANKOVSKI, Tomislav, DŽEROSKI, Sašo. Inferring coupling functions of brain regions from synthetic EEG data by using graph neural networks. V: ČATER, Maša (ur.), KORITNIK, Blaž (ur.). SNC'23 : Sinapsa Neuroscience Conference '23 : book of abstracts : Ljubljana, Slovenia, 28-30 September 2023. 1st online ed. Ljubljana: Sinapsa, Slovenian Neuroscience Association, 2023. Str. 47. ISBN 978-961-95519-1-2. https://www.sinapsa.org/SNC23/media/files/SNC23_Book_of_Abstracts.pdf. [COBISS.SI-ID 180192259]

33. KOLOSKI, Boshko. Introduction to natural language pocessing : presented at BEST Course, Course wars, attack of the AI, 16 - 24. 7. 2023, Skopje. [COBISS.SI-ID 210846211]

34. KOLOSKI, Boshko, LAVRAČ, Nada, POLLAK, Senja, ŠKRLJ, Blaž. Latent Graph Powered Semi-Supervised Learning: Experiments on Biomedical Tabular Data : presentation at3rd International Joint Conference on Learning & Reasoning (IJCLR) Bari, Italy, 13-15 November 2023. 2023. [COBISS.SI-ID 193910787]

35. MONTARIOL, Syrielle, MARTINC, Matej, PELICON, Andraž, POLLAK, Senja, KOLOSKI, Boshko, LONČARSKI, Igor, VALENTINČIČ, Aljoša, SITAR ŠUŠTAR, Katarina, ICHEV, Riste, ŽNIDARŠIČ, Martin. Multi-task learning for features extraction in financial annual reports. V: KOPRINSKA, Irena (ur.). Machine learning and principles and practice of knowledge discovery in databases : international workshops of ECML PKDD 2022, Grenoble, France, September 19-23, 2022, : proceedings. Part 2. Cham: Springer, 2023. Str. 7-24. Communications in computer and information science (Print), vol. 1753. ISBN 978-3-031-23632-7. ISSN 1865-0929. DOI: 10.1007/978-3-031-23633-4_1. [COBISS.SI-ID 140549635]

36. KOLOSKI, Boshko. Računalniški pristopi za prepoznavanje lažnih novic : Odlični v znanosti 2023, Ljubljana, 21. november 2023. [COBISS.SI-ID 173795075]

37. KOLOSKI, Boshko, ŠKRLJ, Blaž, LAVRAČ, Nada, POLLAK, Senja. Reconstruct to retrieve : identifying interesting news in a cross-lingual setting. V: BREITHOLZ, Ellen (ur.), et al. LSD 2023 : proceedings of the 2023 CLASP Conference on Learning with Small Data : Gothenburg and online, 11-12 September 2023. [Stroudsburg]: The Association for Computational Linguistics, cop. 2023. Str. 81-89, ilustr. CLASP papers in computational linguistics, vol. 5, CLASP conference proceedings, vol. 2. ISBN 979-8-89176-000-4. ISSN 2002-9764. https://aclanthology.org/2023.clasp-1.10.pdf. [COBISS.SI-ID 165205763]

38. BAJT, Veronika, POLLAK, Senja, PURVER, Matthew, KOLOSKI, Boshko, CAPORUSSO, Jaya, FRANK, Ana (avtor, drugo). Sociološki in računalniški pristopi k analizi sovražnega govora : okrogla miza v okviru Slovenskega sociološkega srečanja 2023 "Dolgoživa družba: posledice in izzivi", Koper, 19. – 21. oktober 2023. https://www.sociolosko-drustvo.si/wp-content/uploads/2023/11/SSD-Spletni-zbornik-prispevkov.pdf. [COBISS.SI-ID 182753283]
projekt: J5-3102 Sovražni govor v sodobnih konceptualizacijah nacionalizma, rasizma, spola in migracij; financer: ARRS

39. KOLOSKI, Boshko, LAVRAČ, Nada, CESTNIK, Bojan, POLLAK, Senja, ŠKRLJ, Blaž, KASTRIN, Andrej. AHAM : adapt, help, ask, model harvesting LLMs for literature mining. V: MILIOU, Ioanna (ur.). Advances in Intelligent Data Analysis XXII : 22nd International Symposium on Intelligent Data Analysis, IDA 2024 : Stockholm, Sweden, April 24–26, 2024 : proceedings, part I. Cham: Springer Nature, cop. 2024. Str. 254–265, ilustr. Lecture notes in computer science (Internet), 14641. ISBN 978-3-031-58547-0. ISSN 0302-9743. https://link.springer.com/chapter/10.1007/978-3-031-58547-0_21. [COBISS.SI-ID 193861891]

40. CAPORUSSO, Jaya, CHATTERJEE, Nishan, FIJAVŽ, Zoran, KOLOSKI, Boshko, ULČAR, Matej, MARTINC, Matej, VEZOVNIK, Andreja, ROBNIK ŠIKONJA, Marko, PURVER, Matthew, POLLAK, Senja. Analysing bias in Slovenian news media : a computational comparison based on readers’ political orientation. V: DISTER, Anne (ur.). JADT 2024 Mots comptés, textes déchiffrés : Tome 1 : 25-27 Jun 2024 Bruxelles (Belgium). Louvain-la-Neuve: Presses universitaires de Louvain, cop. 2024. Str. 159-168, ilustr. ISBN 978-2-39061-471-5. https://sharedocs.huma-num.fr/wl/?id=nkzIENd95PJfvJ9iaYze8o6XrnDOpvlp. [COBISS.SI-ID 222178307]

41. DUPUIS, Aymeric, KOLOSKI, Boshko, DŽEROSKI, Sašo, MARTINC, Matej. Are papers all that counts? A bibliometric analysis of the Slovenian scientific community. V: MLADENIĆ, Dunja (ur.), GROBELNIK, Marko (ur.). Odkrivanje znanja in podatkovna skladišča - SiKDD = Data mining and data warehouses - SiKDD : Informacijska družba - IS 2024 = Information Society - IS 2024 : zbornik 27. mednarodne multikonference = proceedings of the 27th International Multiconference : zvezek C = volume C : 7. oktober 2024, 7 October 2024, Ljubljana, Slovenia. Ljubljana: Institut "Jožef Stefan", 2024. Str. 31-34. Informacijska družba. ISBN 978-961-264-301-0. ISSN 2630-371X. https://is.ijs.si/wp-content/uploads/2024/11/IS2024_Volume-C-1.pdf. [COBISS.SI-ID 216097539]

42. CAPORUSSO, Jaya, HOOGLAND, Damar, BRGLEZ, Mojca, KOLOSKI, Boshko, PURVER, Matthew, POLLAK, Senja. A computational analysis of the dehumanisation of migrants from Syria and Ukraine in Slovene news media. V: CALZOLARI, Nicoletta (ur.). The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) : main conference proceedings : 20-25 May, 2024, Torino, Italia. [Paris]: ELRA Language Resources Association (ELRA); [Stroudsburg]: International Committee on Computational Linguistics, cop. 2024. Str. 199–210, ilustr. International conference on computational linguistics, LREC proceedings. ISBN 978-2-493814-10-4. ISSN 2951-2093, ISSN 2522-2686. https://aclanthology.org/2024.lrec-main.18.pdf. [COBISS.SI-ID 197420291]

43. KOLOSKI, Boshko, MARTINC, Matej, LAVRAČ, Nada, POLLAK, Senja. Embeddings-based techniques for Media Monitoring Applications (EMMA). WP1, Keyword extraction and topic categorization. Deliverable D1.1 (M10), Target detection system. [Ljubljana: Jožef Stefan Institute], 2024. 1 USB-ključ (1 datoteka PDF (18 str.)), ilustr. IJS delovno poročilo, 14785, zaupno. [COBISS.SI-ID 203849219]

44. ANDRENŠEK, Luka, KOLOSKI, Boshko, PELICON, Andraž, LAVRAČ, Nada, POLLAK, Senja, PURVER, Matthew. Embeddings-based techniques for Media Monitoring Applications (EMMA). WP2, Sentiment analysis. Deliverable D2.1 (technical report), System for document-based sentiment. Ljubljana: Institut Jožef Stefan, Odsek za tehnologije znanja, 2024. 1 USB-ključ (1 datoteka PDF (21 str.)), ilustr. IJS delovno poročilo, 14800, zaupno. [COBISS.SI-ID 210412803]

45. KOLOSKI, Boshko, POLLAK, Senja. Enabling topic-modeling for specific domains via domain-adaptation of LLMs. V: KASTRIN, Andrej (ur.), LUSA, Lara (ur.). Applied Statistics 2024 : international conference : program and abstracts : September 23-25, 2024, Koper, Slovenia. Ljubljana: Statistical Society of Slovenija, 2024. Str. 62. ISBN 978-961-94283-4-4. https://as.mf.uni-lj.si/uploads/pdf/as2024book.pdf. [COBISS.SI-ID 220002819]

46. KOLOSKI, Boshko, POLLAK, Senja, WIGGINS, Geraint A., LAVRAČ, Nada. Generative AI for computational creativity conceptualization. V: ARHAR HOLDT, Špela (ur.), ERJAVEC, Tomaž (ur.). Jezikovne tehnologije in digitalna humanistika : zbornik konference : 19.-20. september 2024, Ljubljana, Slovenija = Language technologies and digital humanities : proceedings of the conference : 19-20 September 2024, Ljubljana, Slovenia. 1. izd. Ljubljana: Inštitut za novejšo zgodovino: = Institute of Contemporary History, 2024. Str. 166-185, ilustr. ISBN 978-961-7104-40-0. https://www.sdjt.si/wp/wp-content/uploads/2024/09/JT-DH_2024_Koloski_Pollak_Wiggins_Lavrac.pdf. [COBISS.SI-ID 216535811]

47. KOLOSKI, Boshko, LAVRAČ, Nada, ŠKRLJ, Blaž. HorNets : learning from discrete and continuous signals with routing neural networks : Asian Conference of Machine Learning (ACML) 2024, Ha Noi, Vietnam, 5. 12. 2024. [COBISS.SI-ID 218803971]

48. KOLOSKI, Boshko. Integrating local and global views : Merging LLMs with knowledge graph representations : presented at the Seminar of the CoMo group, 29. 8. 2024, Cambridge. [COBISS.SI-ID 210850819]

49. GRUEVSKA-MADŽOSKA, Simona, KOLOSKI, Boshko, PAVLOVA, Andrijana. The Macedonian language as an integral part of the multilingual encyclopedic dictionary BabelNet (BabelNet) and the BabelFy Tool (BabelFy) : on the method of representation and recognition of word meanings (current state and perspectives) : International Scientific Conference the Macedonian Language in the Light of Semantic Studies, Delchevo, North Macedonia, May 30–31, 2024. [COBISS.SI-ID 218806531]

50. MONTARIOL, Syrielle, MARTINC, Matej, PELICON, Andraž, POLLAK, Senja, KOLOSKI, Boshko, LONČARSKI, Igor, VALENTINČIČ, Aljoša, SITAR ŠUŠTAR, Katarina, ICHEV, Riste, ŽNIDARŠIČ, Martin. Multi-task learning for features extraction in financial annual reports. ArXiv.org. 8th April 2024, 20 str. ISSN 2331-8422. DOI: 10.48550/arXiv.2404.05281. [COBISS.SI-ID 195061507]

51. IVAČIČ, Nikola, PELICON, Andraž, KOLOSKI, Boshko, POLLAK, Senja, PURVER, Matthew. News sentiment analysis datasets for Serbian, Bosnian, Macedonian, Albanian and Estonian SADEmma 1.0. Ljubljana: Centre for Language Resources and Technologies, University of Ljubljana, 2024. 1 spletni vir. CLARIN.SI data & tools. ISSN 2820-4042. http://hdl.handle.net/11356/1987. [COBISS.SI-ID 216372227]

52. KOLOSKI, Boshko. On the benefits of knowledge-informed representation : presented at the workshop Beyond words theoretical, experimental, and computational approaches to language, contexts, and modalities, 3 - 4 October 2024, Gothenburg. [COBISS.SI-ID 210839043]

53. KRSTESKA, E., ANDREEVSKA-STEPANOVSKA, A., CVEJOSKA CHOLAKOVSKA, V., SPIREVSKA, L., STEPANOVSKI, A., KOLOSKI, Boshko, FUSTIK, S. P080 Impact of elexacaftor/tezacaftor/ivacaftor on sweat test values in cystic fibrosis patients in North Macedonia. Journal of cystic fibrosis. 2024, vol. 23, suppl. 1, str. s91. ISSN 1569-1993. DOI: /10.1016/S1569-1993(24)00384-9. [COBISS.SI-ID 199238147]

54. CAPORUSSO, Jaya, KOLOSKI, Boshko, REBERNIK, Maša, POLLAK, Senja, PURVER, Matthew. A phenomenologically-inspired computational analysis of self-categories in text. V: DISTER, Anne (ur.). JADT 2024 Mots comptés, textes déchiffrés : Tome 1 : 25-27 Jun 2024 Bruxelles (Belgium). Louvain-la-Neuve: Presses universitaires de Louvain, cop. 2024. Str. 169-178, ilustr. ISBN 978-2-39061-471-5. https://sharedocs.huma-num.fr/wl/?id=nkzIENd95PJfvJ9iaYze8o6XrnDOpvlp. [COBISS.SI-ID 222185987]

55. KRSTESKA, Elena, ANDREEVSKA STEPANOVSKA, Andrijana, CVEJOSKA CHOLAKOVSKA, Valentina, SPIREVSKA, Lidija, KOLOSKI, Boshko, STEPANOVSKI, Aleksandar, FUSTIK, Stojka, European Respiratory Society (ERS) Congress 2024, 7-11 Sept., 2024, Vienna, Austria. Prompt effect of ELX/TEZ/IVA on the lung function in patients with cystic fibrosis in North Macedonia. European respiratory journal. [Online ed.]. 2024, vol. 64, suppl. 68, [abstract no.] pa560, 1 spletni vir. ISSN 1399-3003. https://publications.ersnet.org/content/erj/64/suppl68/PA560. [COBISS.SI-ID 218818051]

56. KOLOSKI, Boshko, FRANK, Ana, POLLAK, Senja, BAJT, Veronika. Računalniško-družboslovni pogled na 80 let raziskav sovražnega govora : Simpozij Sovražni diskurzi v digitalni dobi - kako neoliberalizem in radikalna desnica oblikujeta našo prihodnost , 2. oktober 2024, Ljubljana. [COBISS.SI-ID 210829315]

57. BRGLEZ, Mojca, CAPORUSSO, Jaya, HOOGLAND, Damar, KOLOSKI, Boshko, POLLAK, Senja, PURVER, Matthew. Slovenian Emotion Dimension and Emotion Association Lexicon SloEmoLex 1.0. Ljubljana: Centre for Language Resources and Technologies, University of Ljubljana, 2024. 1 spletni vir. CLARIN.SI data & tools. ISSN 2820-4042. http://hdl.handle.net/11356/1875. [COBISS.SI-ID 201681923]

58. KOLOSKI, Boshko. Using knowledge graphs to improve proprietary LLM-based text embeddings : Data Science Spark Sessions 002, Ljubljana, 10. 12. 2024. [COBISS.SI-ID 218807555]

59. KOLOSKI, Boshko, POLLAK, Senja, NAVIGLI, Roberto, ŠKRLJ, Blaž. AutoML-guided fusion of entity and LLM-based representations for document classification. V: PEDRESCHI, Dino (ur.). Discovery science : 27th International Conference, DS 2024, Pisa, Italy, October 14–16, 2024 : proceedings, Part 1. Cham: Springer, cop. 2025. Str. 101–115, ilustr. Lecture notes in computer science (Internet), Lecture notes in artificial intelligence, 15243. ISBN 978-3-031-78977-9. ISSN 1611-3349. https://link.springer.com/chapter/10.1007/978-3-031-78977-9_7, DOI: 10.1007/978-3-031-78977-9_7. [COBISS.SI-ID 224164867]

60. KOLOSKI, Boshko, LAVRAČ, Nada, ŠKRLJ, Blaž. HorNets : learning from discrete and continuous signals with routing neural networks. Machine learning. Feb. 2025, vol. 114, article no. 101, str. 1-23, ilustr. ISSN 1573-0565. https://link.springer.com/article/10.1007/s10994-024-06673-1, DOI: 10.1007/s10994-024-06673-1. [COBISS.SI-ID 227209731]

61. KOLOSKI, Boshko, ŠKRLJ, Blaž, ROBNIK ŠIKONJA, Marko, POLLAK, Senja. Measuring catastrophic forgetting in cross-lingual classification : transfer paradigms and tuning strategies. IEEE access. 19 Feb. 2025, vol. 13, str. 1-15, ilustr. ISSN 2169-3536. https://ieeexplore.ieee.org/document/10892119, DOI: 10.1109/ACCESS.2025.3543608. [COBISS.SI-ID 227115523]

Boshko Koloski

Osebna bibliografija za obdobje 2020-2025

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2024

2025