Marko Pranjić

1. ROBNIK ŠIKONJA, Marko, ULČAR, Matej, JERŠE, Gregor, PURVER, Matthew, PRANJIĆ, Marko, POLLAK, Senja, ŠKRLJ, Blaž. EMBEDDIA. D1.2, Initial cross-lingual and multilingual embeddings technology (T1.1). Ljubljana: Jožef Stefan Institute, 2019. 1 spletni vir (1 datoteka PDF (42 str.)), ilustr. IJS delovno poročilo, 14361. https://www.ijs.si/ijsw/. [COBISS.SI-ID 149703683]

2. ROBNIK ŠIKONJA, Marko, KRSNIK, Luka, ULČAR, Matej, PURVER, Matthew, VAIK, Kristiina, PRANJIĆ, Marko. EMBEDDIA. D1.4, Initial deep network architecture (T1.3). Ljubljana: Jožef Stefan Institute, 2019. 1 spletni vir (1 datoteka PDF (30 str.)), ilustr. IJS delovno poročilo, 14434, zaupno. https://www.ijs.si/ijsw/. [COBISS.SI-ID 159993347]

3. VAIK, Kristiina, MILJKOVIĆ, Dragana, POLLAK, Senja, PRANJIĆ, Marko, ZOSA, Elaine, MARTINC, Matej, LINHARES PONTES, Elvys. EMBEDDIA. D4.1, Datasets, benchmarks and evaluation metrics for cross-lingual content analysis (T4.4). Ljubljana: Jožef Stefan Institute, 2019. 1 spletni vir (1 datoteka PDF (38 str.)), ilustr. IJS delovno poročilo, 14489, zaupno. https://www.ijs.si/ijsw/. [COBISS.SI-ID 171267075]

4. SHEKHAR, Ravi, PRANJIĆ, Marko, POLLAK, Senja, PELICON, Andraž, PURVER, Matthew. Automating news comment moderation with limited resources : benchmarking in Croatian and Estonia. Journal for language technology and computational linguistics. 2020, vol. 34, no. 1, str. 49-79. ISSN 2190-6858. https://jlcl.org/content/2-allissues/1-heft1-2020/jlcl_2020-1_3.pdf. [COBISS.SI-ID 28132099]

5. LINDÉN, Carl-Gustav, TRAAT, Silver, KJELLMAN, Martin, MARZIDOVŠEK, Martin, POLLAK, Senja, PURVER, Matthew, KRUSTOK, Ivar, PRANJIĆ, Marko. EMBEDDIA — D6.5: Refined analysis of news media partners' needs and challenges (T6.1). Ljubljana: Institut "Jožef Stefan", Odsek za tehnologije znanja, 2020. 1 spletni vir (1 datoteka PDF (31 str.)), ilustr. IJS delovno poročilo, 14534. https://www.ijs.si/ijsw/. [COBISS.SI-ID 174674435]

6. PURVER, Matthew, SHEKHAR, Ravi, VAIK, Kristiina, PRANJIĆ, Marko, POLLAK, Senja, TRAAT, Silver. EMBEDDIA. D3.3, Initial cross-lingual comment filtering technology (T3.2). Ljubljana: Jožef Stefan Institute, 2020. 1 spletni vir (1 datoteka PDF (72 str.)), ilustr. IJS delovno poročilo, 14448, zaupno. https://www.ijs.si/ijsw/. [COBISS.SI-ID 161127939]

7. GRANROTH-WILDING, Mark, ZOSA, Elaine, PIVAROVA, Lidia, MARTINC, Matej, PODPEČAN, Vid, POLLAK, Senja, PRANJIĆ, Marko. EMBEDDIA. D4.2, Initial multilingual news linking technology (T4.1). Ljubljana: Jožef Stefan Institute, 2020. 1 spletni vir (1 datoteka PDF (145 str.)), ilustr. IJS delovno poročilo, 14492, zaupno. https://www.ijs.si/ijsw/. [COBISS.SI-ID 173332483]

8. PRANJIĆ, Marko, PODPEČAN, Vid, ROBNIK ŠIKONJA, Marko, POLLAK, Senja. Evaluation of related news recommendations using document similarity methods. V: FIŠER, Darja (ur.), ERJAVEC, Tomaž (ur.). Jezikovne tehnologije in digitalna humanistika : zbornik konference : 24.- 25. september 2020, Ljubljana, Slovenija = Proceedings of the Conference on Language Technologies and Digital Humanities : September 24th - 25th 2020, Ljubljana, Slovenia. 1st ed. Ljubljana: Inštitut za novejšo zgodovino: = Institute of Contemporary History, 2020. Str. 81-86. ISBN 978-961-7104-01-1. http://nl.ijs.si/jtdh20/pdf/JT-DH_2020_Pranjic-et-al_Evaluation-of-related-news-recommendations-using-document-similarity-methods.pdf. [COBISS.SI-ID 31711235]

9. PELICON, Andraž, PRANJIĆ, Marko, MILJKOVIĆ, Dragana, ŠKRLJ, Blaž. Sentiment annotated dataset of croatian news. Ljubljana: Institut Jožef Stefan, 2020. CLARIN.SI data & tools. http://hdl.handle.net/11356/1342. [COBISS.SI-ID 63560451]

10. PELICON, Andraž, PRANJIĆ, Marko, MILJKOVIĆ, Dragana, ŠKRLJ, Blaž, POLLAK, Senja. Zero-shot learning for cross-lingual news sentiment classification. Applied sciences. 2020, vol. 10, no. 17, str. 5993-1-5993-21. ISSN 2076-3417. DOI: 10.3390/app10175993. [COBISS.SI-ID 28125699]

11. PURVER, Matthew, SHEKHAR, Ravi, PRANJIĆ, Marko, POLLAK, Senja, MARTINC, Matej. 24sata news article archive 1.0. [S. l.]: Styria Media Group, 2021. CLARIN.SI data & tools. http://hdl.handle.net/11356/1410. [COBISS.SI-ID 72658435]

12. SHEKHAR, Ravi, PRANJIĆ, Marko, POLLAK, Senja, PELICON, Andraž, PURVER, Matthew. 24sata news comment dataset 1.0. [S. l.]: Stiria Media Group, 2021. CLARIN.SI data & tools. http://hdl.handle.net/11356/1399. [COBISS.SI-ID 73169411]

13. 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]

14. TOIVONEN, Hannu, ZOSA, Elaine, POLLAK, Senja, ŠKRLJ, Blaž, PRANJIĆ, Marko. EMBEDDIA. D4.5, Final real-time multilingual news linking technology (T4.1). Ljubljana: Jožef Stefan Institute, 2021. 1 spletni vir (1 datoteka PDF (94 str.)), ilustr. IJS delovno poročilo, 14495, zaupno. https://www.ijs.si/ijsw/. [COBISS.SI-ID 173335043]

15. PRANJIĆ, Marko, ROBNIK ŠIKONJA, Marko, POLLAK, Senja. An evaluation of BERT and Doc2Vec model on the IPTC subject codes prediction dataset. V: MLADENIĆ, Dunja (ur.), GROBELNIK, Marko (ur.). Odkrivanje znanja in podatkovna skladišča - SiKDD = Data Mining and Data Warehouses - SiKDD : 4. oktober 2021, 4 October 2021, Ljubljana, Slovenia : Informacijska družba - IS 2021 = Information Society - IS 2021 : zbornik 24. mednarodne multikonference = proceedings of the 24th international multiconference : zvezek C = volume C. Ljubljana: Institut "Jožef Stefan", 2021. Str. 25-28. Informacijska družba (Online). ISBN 978-961-264-218-1. ISSN 2630-371X. http://library.ijs.si/Stacks/Proceedings/InformationSociety/2021/IS2021_Volume_C.pdf. [COBISS.SI-ID 86363139]

16. 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]

17. 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]

18. ERJAVEC, Tomaž, PRANJIĆ, Marko, PELICON, Andraž, KERN, Boris, STRAMLJIČ BREZNIK, Irena, POLLAK, Senja. Automating derivational morphology for Slovenian. V: MEDVEĎ, Marek (ur.), et al. eLex 2023 : electronic lexicography in the 21st century (eLex 2023) : invisible lexicography : book of abstracts : Brno, 27–29 June 2023. Brno: Lexical Computing CZ, 2023. Str. 113-114. https://elex.link/elex2023/wp-content/uploads/elex2023_book_of_abstracts.pdf. [COBISS.SI-ID 184700675]

19. ERJAVEC, Tomaž, PRANJIĆ, Marko, PELICON, Andraž, KERN, Boris, STRAMLJIČ BREZNIK, Irena, POLLAK, Senja. Automating derivational morphology for Slovenian. V: MEDVEĎ, Marek (ur.), et al. eLex 2023 : electronic lexicography in the 21st century (eLex 2023) : proceedings of the eLex 2023 conference : [Brno], 27–29 June 2023. Brno: Lexical Computing CZ, 2023. Str. 449-465, tabele. Electronic lexicography in the 21st century. Proceedings of eLex ... conference. ISSN 2533-5626. https://elex.link/elex2023/wp-content/uploads/92.pdf. [COBISS.SI-ID 158849795]
projekt: J6-3134 Transformacije intimnosti v literarnem diskurzu slovenske moderne; financer: ARRS
projekt: P2-0103 Tehnologije znanja; financer: ARRS
projekt: P6-0038 Slovenski jezik v sinhronem in diahronem razvoju; financer: ARRS

20. PRANJIĆ, Marko, ŽEJN, Andrejka, POLLAK, Senja. Comparing Josip Jurčič and Ivan Cankar using computational semantic change detection methods. V: HABJAN, Jernej (ur.), MANDIĆ, Lucija (ur.), ZAJC, Ivana (ur.). Big data, small literatures : international conference : conference programme and book of abstracts : 3-4 November 2023, Ljubljana = Masovni podatki, male literature : mednarodna konferenca : program konference in zbornik povzetkov : 3.-4. november 2023, Ljubljana. Nova Gorica: Raziskovalni center za humanistiko Univerze v Novi Gorici: = Research Center for the Humanities at the University of Nova Gorica, 2023. Str. [9]. https://www.ung.si/documents/2458/Book_of_abstracts. [COBISS.SI-ID 171432451]

21. FIJAVŽ, Zoran, POLLAK, Senja, PRANJIĆ, Marko, PURVER, Matthew, ŽNIDARŠIČ, Martin, LONČARSKI, Igor, ICHEV, Riste, VALENTINČIČ, Aljoša. Formica technical report : semantic shifts in financial reports. Ljubljana: Institut "Jožef Stefan", Odsek za tehnologije znanja, 2023. 1 spletni vir (1 datoteka PDF ([5] str.)), ilustr. IJS delovno poročilo, 14631. http://library.ijs.si/. [COBISS.SI-ID 186082051]

22. 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]

23. PELICON, Andraž, PURVER, Matthew, POLLAK, Senja, KARAN, Mladen, SHEKHAR, Ravi, STEPIŠNIK PERDIH, Timen, PRANJIĆ, Marko, CAPORUSSO, Jaya, ROBNIK ŠIKONJA, Marko. RobaCOFI : final report, activities 1-5. Ljubljana: Institut "Jožef Stefan", Odsek za tehnologije znanja, 2023. 1 spletni vir (1 datoteka PDF (21 str.)), ilustr. IJS delovno poročilo, 14510. https://www.ijs.si/ijsw/. [COBISS.SI-ID 172837635]

24. PRANJIĆ, Marko, ROBNIK ŠIKONJA, Marko, POLLAK, Senja. LLMSegm : surface-level morphological segmentation using large language model. 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. 10665-10674, tabele. 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.933/. [COBISS.SI-ID 199757059]

25. ŽEJN, Andrejka, PRANJIĆ, Marko, POLLAK, Senja. Primerjava Josipa Jurčiča in Ivana Cankarja z računalniškimi metodami za zaznavanje semantičnih premikov. Primerjalna književnost. [Tiskana izd.]. 2024, vol. 47, št. 2, str. 127-146. ISSN 0351-1189. DOI: 10.3986/pkn.v47.i2.07. [COBISS.SI-ID 200889859]
projekt: P2-0103 Tehnologije znanja; financer: ARIS
projekt: P6-0024 Literarnozgodovinske, literarnoteoretične in metodološke raziskave; financer: ARIS
projekt: J6-2581 Računalniško podprta večjezična analiza novičarskega diskurza s kontekstualnimi besednimi vložitvami; financer: ARIS

26. PRANJIĆ, Marko, POLLAK, Senja. Razvoj automatske morfološke segmentacije za slovenski jezik = Advancements in automatic morphological segmentation for Slovene. V: KERN, Boris (ur.), et al. Stopenjsko besedotvorje : 23. mednarodna znanstvena konferenca Komisije za besedotvorje pri Mednarodnem slavističnem komiteju : zbornik povzetkov : Ljubljana, 17.-20. 9. 2024 = Multistage word formation : 23rd International Conference of the Commission on Word Formation of the International Committee of Slavists : book of abstracts : Ljubljana, September 17-20, 2024. 1. izd. Ljubljana: Založba ZRC, 2024. Str. 99-100. ISBN 978-961-05-0893-9. https://komisija-za-besedotvorje.zrc-sazu.si/wp-content/uploads/2024/09/e-zbornik_Stopenjsko-besedotvorje.pdf. [COBISS.SI-ID 210936323]

27. ARMENI, Kristijan, PRANJIĆ, Marko, POLLAK, Senja. Transformer verbatim in-context retrieval across time and scale. V: The 28th Conference on Computational Natural Language Learning : proceedings of the conference : CoNLL 2024 : November 15-16, 2024. Kerrville: Association for Computational Linguistics, cop. 2024. Str. 56-68, ilustr. ISBN 979-8-89176-178-0. https://aclanthology.org/2024.conll-1.6/. [COBISS.SI-ID 214820611]