Matej Martinc

1. MARTINC, Matej. Ne večvrednost, ampak enakopravnost kultur v času globalizacije. Ljubljana: [M. Martinc], 2011. 114 f. [COBISS.SI-ID 32764461]

2. MARTINC, Matej. Učinkovito procesiranje naravnega jezika s Pythonom : diplomsko delo. Ljubljana: [M. Martinc], 2015. 90 str., graf. prikazi. http://eprints.fri.uni-lj.si/3106/, Repozitorij Univerze v Ljubljani – RUL. [COBISS.SI-ID 1536500931]

3. KLEMENČIČ, Manja, ŽNIDARŠIČ, Martin, VAVPETIČ, Anže, MARTINC, Matej. Erasmus students' involvement in quality enhancement of Erasmus+ mobility through digital ethnography and ErasmusShouts. Studies in higher education. 2017, vol. 42, no. 5, str. 925-932. ISSN 0307-5079. DOI: 10.1080/03075079.2017.1293879. [COBISS.SI-ID 30471975]

4. MARTINC, Matej, ŠKRJANEC, Iza, ZUPAN, Katja, POLLAK, Senja. PAN 2017: author profiling - gender and language variety prediction : notebook for PAN at CLEF 2017. V: CAPPELLATO, Linda (ur.). CLEF 2017 : CLEF 2017 Working notes, Conference and Labs of the Evaluation Forum, Dublin, Ireland, September 11-14, 2017. [S. l.]: CEUR-WS, 2017. 10 str. CEUR workshop proceedings, vol. 1866. ISSN 1613-0073. http://ceur-ws.org/Vol-1866/paper_78.pdf. [COBISS.SI-ID 30760743]

5. MARTINC, Matej, PEROVŠEK, Matic, LAVRAČ, Nada, POLLAK, Senja. POS tagger and lemmatizer evaluation : a TextFlows open science approach. V: PAVLIN, Majda (ur.), et al. Zbornik = Proceedings. 9. študentska konferenca Mednarodne podiplomske šole Jožefa Stefana in 11. dan mladih raziskovalcev (Konferenca KMBO) = 9th Jožef Stefan International Postgraduate School Students' Conference and 11th Young researchers' Day, [19.-20. 4. 2017, Ljubljana, Slovenija]. Ljubljana: Mednarodna podiplomska šola Jožefa Stefana: = Jožef Stefan International Postgraduate School: Inštitut Jožef Stefan: = Jožef Stefan Institute, 2017. Str. 40. [COBISS.SI-ID 30458407]

6. LAVRAČ, Nada, MARTINC, Matej, HOVHANNISYAN, Tamara, GALSTYAN, Tigran. Section of applied mathematics and computer science : presented at YSU SSS 4th International Conference dedicated to the 70th Anniversary of YSU SSS, 2-6 October 2017, Yerevan, Armenia. [COBISS.SI-ID 30832167]

7. MARTINC, Matej, POLLAK, Senja, ROBNIK ŠIKONJA, Marko. Assessing readability with deep neural language models : 2nd HBP Student Conference: Transdisciplinary Research Linking Neuroscience, Brain Medicine and Computer Science, 14-16 February, 2018 Ljubljana, Slovenia. [COBISS.SI-ID 31232039]

8. REPAR, Andraž, MARTINC, Matej, ŽNIDARŠIČ, Martin, POLLAK, Senja. BISLON : BISociative SLOgaN generation based on stylistic literary devices. V: PACHET, François (ur.), JORDANOUS, Anna (ur.), LEÓN, Carlos (ur.). Proceedings of the Ninth International Conference on Computational Creativity, ICCC 2018, 25-29 June, Salamanca. [S. l.]: Association for Computational Creativity, 2018. Str. 248-255. ISBN 978-989-54160-0-4. http://computationalcreativity.net/iccc2018/sites/default/files/iccc_proc18.pdf. [COBISS.SI-ID 31532583]

9. MARTINC, Matej, POLLAK, Senja, ZWITTER VITEZ, Ana. Delotoki za nadaljnje analize nestandardne slovenščine. V: FIŠER, Darja (ur.). Viri, orodja in metode za analizo spletne slovenščine. 1. izd. Ljubljana: Znanstvena založba Filozofske fakultete, 2018. Str. 100-123. Zbirka Prevodoslovje in uporabno jezikoslovje. ISBN 978-961-06-0046-6. ISSN 2335-335X. [COBISS.SI-ID 31412775]

10. DOBROVOLJC, Kaja, MARTINC, Matej. Er ... well, it matters, right? On the role of data representations in spoken language dependency parsing. V: Proceedings of the workshop. Second Workshop on Universal Dependencies (UDW 2018), November 1, 2018, Brussels. Strasbourg: Association for Computational Linguistics, 2018. Str. 37-46. ISBN 978-1-948087-78-0. https://aclanthology.info/papers/W18-6005/w18-6005. [COBISS.SI-ID 31704359]

11. MARTINC, Matej, ŠKRLJ, Blaž, POLLAK, Senja. Fake or not: Distinguishing between bots, males and females : Notebook for PAN at CLEF 2019. V: CAPPELLATO, Linda (ur.). Working Notes of CLEF 2018 : Conference and Labs of the Evaluation Forum, September 10-14, 2018, Avignon, France. [S. l.]: CEUR-WS, cop. 2018. 9 str. CEUR workshop proceedings, Vol. 2125. ISSN 1613-0073. http://ceur-ws.org/Vol-2380/paper_204.pdf. [COBISS.SI-ID 32540455]

12. REPAR, Andraž, MARTINC, Matej, POLLAK, Senja. Machine learning approach to bilingual terminology alignment : reimplementation and adaptation. V: BRANCO, António (ur.), CALZOLARI, Nicoletta (ur.), CHOUKRI, Khalid (ur.). LREC 2018 workshop : proceedings : 4REAL 2018 Workshop on Replicability and Reproducibility of Research Results in Science and Technology of Language, 12 May 2018, Miyazaki, Japan. [S. l.]: European Language Resources Association, 2018. Str. 1-8. ISBN 979-10-95546-21-4. http://4real2018.di.fc.ul.pt/wp-content/uploads/2018/05/lrec2018_workshop_proceedings_4REAL.pdf. [COBISS.SI-ID 31364647]

13. MARTINC, Matej, ŠKRLJ, Blaž, POLLAK, Senja. Multilingual gender classification with multi-view deep learning : Notebook for PAN at CLEF 2018. V: CAPPELLATO, Linda (ur.). Working Notes of CLEF 2018 : Conference and Labs of the Evaluation Forum, September 10-14, 2018, Avignon, France. [S. l.]: CEUR-WS, cop. 2018. 10 str. CEUR workshop proceedings, Vol. 2125. ISSN 1613-0073. http://ceur-ws.org/Vol-2125/paper_156.pdf. [COBISS.SI-ID 31674407]

14. MARTINC, Matej, POLLAK, Senja. Reusable workflows for gender prediction. V: CALZOLARI, Nicoletta (ur.). LREC 2018. Eleventh International Conference on Language Resources and Evaluation, May 7-12, 2018, Miyazaki, Japan. [S. l.]: ELRA = European Language Resources Association, 2018. Str. 515-520. ISBN 979-10-95546-00-9. http://www.lrec-conf.org/proceedings/lrec2018/pdf/310.pdf. [COBISS.SI-ID 31370791]

15. ŠKRLJ, Blaž, KRALJ, Jan, MARTINC, Matej, LAVRAČ, Nada, POLLAK, Senja. Semantics-aware recurrent neural architectures : presented at 6th International Conference on Statistical Language and Speech Processing, SLSP 2018, Mons, Belgium October 15-16, 2018. [COBISS.SI-ID 31789607]

16. MARTINC, Matej, ŽNIDARŠIČ, Martin, LAVRAČ, Nada, POLLAK, Senja. Towards creative software blending : computational infrastructure and use cases. Informatica : an international journal of computing and informatics. [Tiskana izd.]. Mar. 2018, vol. 42, no. 1, str. 77-84. ISSN 0350-5596. Digitalna knjižnica Slovenije - dLib.si. [COBISS.SI-ID 31347751]

17. MARTINC, Matej, ŠKRLJ, Blaž, POLLAK, Senja. Who is hot and who is not? Profiling Celebs on Twitter : Notebook for PAN at CLEF 2019. V: CAPPELLATO, Linda (ur.). Working Notes of CLEF 2018 : Conference and Labs of the Evaluation Forum, September 10-14, 2018, Avignon, France. [S. l.]: CEUR-WS, cop. 2018. 8 str. CEUR workshop proceedings, Vol. 2125. ISSN 1613-0073. http://ceur-ws.org/Vol-2380/paper_203.pdf. [COBISS.SI-ID 32540199]

18. MARTINC, Matej, POLLAK, Senja. Combining ▫$\it {n}$▫-grams and deep convolutional features for language variety classification. Natural language engineering. 2019, vol. 25, spec. iss. 5, str. 607-632. ISSN 1351-3249. DOI: 10.1017/S1351324919000299. [COBISS.SI-ID 32540711]

19. PELICON, Andraž, MARTINC, Matej, KRALJ NOVAK, Petra. Embeddia at SemEval-2019 task : detecting hate with neural networkand transfer learning approaches. V: Proceedings of 13th Workshops on Semantic Evaluation [co-located with the] 17th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL HLT 2019), June 6 -June 7, 2019, Minneapolis, Minnesota, US. Stroudsburg: The Association for Computational Linguistics, 2019. Str. 600-606. ISBN 978-1-950737-06-2. http://alt.qcri.org/semeval2019/data/uploads/semeval2019-proceedings.pdf. [COBISS.SI-ID 32449831]

20. POLLAK, Senja, MARTINC, Matej, REPAR, Andraž, ŠKRLJ, Blaž, LAVRAČ, Nada, ERŽEN, Nika. EMBEDDIA. D2.3, Initial keyword extraction techniques (T2.2). Ljubljana: Jožef Stefan Institute, 2019. 1 spletni vir (1 datoteka PDF (127 str.)), ilustr. IJS delovno poročilo, 14441, zaupno. https://www.ijs.si/ijsw/. [COBISS.SI-ID 160159747]

21. 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]

22. POLLAK, Senja, REPAR, Andraž, MARTINC, Matej, PODPEČAN, Vid. Karst exploration : extracting terms and definitions from Karst domain corpus. V: KOSEM, Iztok (ur.), KREK, Simon (ur.). Electronic lexicography in the 21st century : proceedings of eLex 2019 Conference, 1-3 October 2019, Sintra, Portugal. Brno: Lexical Computing, 2019. Str. 934-956. https://elex.link/elex2019/wp-content/uploads/2019/09/eLex_2019_53.pdf. [COBISS.SI-ID 32772391]

23. MARTINC, Matej, ŽNIDARŠIČ, Martin, POLLAK, Senja. System for rapid classification and analysis of financial reports. V: Human language technologies as a challenge for computer science and linguistics - 2019 : 9th Language & Technology Conference "Human Language Technologies as a Challenge for Computer Science and Linguistics", May 17-19, 2019, Poznań, Poland. Poznañ: Wydawnictwo Nauka i Innowacje, 2019. Str. 44-48. ISBN 978-83-65988-31-7. [COBISS.SI-ID 32488487]

24. MARTINC, Matej, VALENTINČIČ, Aljoša, ŽNIDARŠIČ, Martin, POLLAK, Senja. Text classification of financial annual reports. V: CLIN 29, 31 January 2019, Groningen. https://www.let.rug.nl/clin29/Matej_Martinc_Aljo%C5%A1a_Valentin%C4%8Di%C4%8D_Martin_%C5%BDnidarsi%C4%8D_Senja_Pollak.php. [COBISS.SI-ID 32129575]

25. MARTINC, Matej, ŽNIDARŠIČ, Martin, POLLAK, Senja. Workfows for rapid classication and analysis of financial reports. 2019. IJS delovno poročilo, 12785. [COBISS.SI-ID 32186407]

26. LAVRAČ, Nada, MARTINC, Matej, POLLAK, Senja, POMPE NOVAK, Maruša, CESTNIK, Bojan. Bisociative literature-based discovery : lessons learned and new word embedding approach. New generation computing. 2020, vol. 38, str. 773-800, ilustr. ISSN 0288-3635. http://dx.doi.org/10.1007/s00354-020-00108-w, DiRROS - Digitalni repozitorij raziskovalnih organizacij Slovenije, DOI: 10.1007/s00354-020-00108-w. [COBISS.SI-ID 31844867]

27. LAVRAČ, Nada, MARTINC, Matej, POLLAK, Senja, CESTNIK, Bojan. Bisociative literature-based discovery : lessons learned and new prospects. V: AMÍLCAR CARDOSO, F. (ur.). Proceedings of the Eleventh International Conference on Computational Creativity, ICCC'20, 7-11 Septemper, Coimbra, Portugal. Coimbra: ACC = Association for Computational Creativity, 2020. Str. 139-145. ISBN 978-989-54160-2-8. http://computationalcreativity.net/iccc20/wp-content/uploads/2020/09/ICCC20_Proceedings.pdf. [COBISS.SI-ID 27799555]

28. MARTINC, Matej, MONTARIOL, Syrielle, ZOSA, Elaine, PIVOVAROVA, Lidia. Capturing evolution in word usage : just add more clusters?. V: WWW'20 : companion proceedings of the Web Conference 2020 : April 20-24, 2020, Taipei. New York: ACM = Association for Computing Machinery, cop. 2020. Str. 343-349. ISBN 978-1-4503-7024-0. https://dl.acm.org/doi/pdf/10.1145/3366424.3382186. [COBISS.SI-ID 14257923]

29. MARTINC, Matej, ŠKRLJ, Blaž, PIRKMAJER, Sergej, LAVRAČ, Nada, CESTNIK, Bojan, MARZIDOVŠEK, Martin, POLLAK, Senja. COVID-19 therapy target discoverywith context-aware literature mining. V: APPICE, Annalisa (ur.). Discovery Science : 23rd International Conference, DS 2020, Thessaloniki, Greece, October 19-21, 2020, Proceedings. Cham: Springer, 2020. Lncs 12323, str. 109-123. Lecture notes in computer science, 12323. ISBN 978-3-030-61526-0, ISBN 978-3-030-61527-7. ISSN 0302-9743. DOI: 10.1007/978-3-030-61527-7_8. [COBISS.SI-ID 36467203]

30. MARTINC, Matej, MONTARIOL, Syrielle, PIVOVAROVA, Lidia, ZOSA, Elaine. Discovery Team at SemEval-2020 Task : context-sensitive embeddings not always better than static for semantic change detection. V: COLING 2020, 28th International Conference on Computational Linguistics [and] proceedings of the Fourteenth Workshop on Semantic Evaluation : December 12-13, 2020, Barcelona, Spain. Str. 67-73. ISBN 978-1-952148-31-6. https://www.aclweb.org/anthology/2020.semeval-1.6.pdf. [COBISS.SI-ID 47162371]

31. LEPPÄNEN, Leo, RÄMÖ, Miia, TOIVONEN, Hannu, MARTINC, Matej, POLLAK, Senja. EMBEDDIA. D2.4, Multilingual language generation approach (T2.3). Ljubljana: Jožef Stefan Institute, 2020. 1 spletni vir (1 datoteka PDF (85 str.)), ilustr. IJS delovno poročilo, 14442, zaupno. https://www.ijs.si/ijsw/. [COBISS.SI-ID 160131843]

32. 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]

33. 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]

34. POLLAK, Senja, MARTINC, Matej, MILJKOVIĆ, Dragana, PELICON, Andraž, PIVAROVA, Lidia, VALMARSKA, Anita. EMBEDDIA. D4.4, Initial cross-lingual news viewpoints identification technology (T4.3). Ljubljana: Jožef Stefan Institute, 2020. 1 spletni vir (1 datoteka PDF (113 str.)), ilustr. IJS delovno poročilo, 14494, zaupno. https://www.ijs.si/ijsw/. [COBISS.SI-ID 173330435]

35. ŠKRLJ, Blaž, MARTINC, Matej, KRALJ, Jan, LAVRAČ, Nada, POLLAK, Senja. Evaluation of the SDM-Open framework using benchmark datasets. 2020. IJS delovno poročilo, 13369. [COBISS.SI-ID 39204099]

36. MARTINC, Matej, KRALJ NOVAK, Petra, POLLAK, Senja. Leveraging contextual embeddings for detecting diachronic semantic shift. V: CALZOLARI, Nicoletta (ur.). LREC 2020 : Twelfth International Conference on Language Resources and Evaluation : May 11-16, 2020, Palais du Pharo, Marseille, France : conference proceedings. Paris: ELRA - European Language Resources Association, cop. 2020. Str. 4811-4819. ISBN 979-10-95546-34-4. http://www.lrec-conf.org/proceedings/lrec2020/pdf/2020.lrec-1.592.pdf. [COBISS.SI-ID 15628547]

37. VINTAR, Špela, GRČIĆ-SIMEUNOVIĆ, Larisa, MARTINC, Matej, POLLAK, Senja, STEPIŠNIK, Uroš. Mining semantic relations from comparable corpora through intersections of word embeddings. V: RAPP, Reinhard (ur.), SHAROFF, Serge (ur.). Proceedings of the LREC 2020 13th Workshop on Building and Using Comparable Corpora. Thirteenth Workshop on Building and Using Comparable Corpora, 11-16 May 2020, online. [S. l.]: European Language Resources Association (ELRA), 2020. Str. 29-34, ilustr. ISBN 979-10-95546-42-9. https://lrec2020.lrec-conf.org/media/proceedings/Workshops/Books/BUCC2020book.pdf. [COBISS.SI-ID 15706627]
projekt: J6-9372 Terminologija in sheme znanja v medjezikovnem prostoru (TermFrame); financer: ARRS

38. POLLAK, Senja, MARTINC, Matej, MIHURKO, Katja. Natural language processing for literary text analysis : word-embeddings-based analysis of Zofka Kvederʼs Work. V: JOSÉ FINATTO, Maria (ur.), POLLAK, Senja (ur.). Proceedings of the Workshop on Digital Humanities and Natural Language Processing (DHandNLP 2020), co-located with International Conference on the Computational Processing of Portuguese (PROPOR 2020), Évora, Portugal, March 2nd, 2020. [S. l.]: CEUR-WS, cop. 2020. Str. 1-9. CEUR workshop proceedings, Vol. 2607. ISSN 1613-0073. http://ceur-ws.org/Vol-2607/paper4.pdf. [COBISS.SI-ID 16930563]

39. MARTINC, Matej, POLLAK, Senja. Pooled LSTM for Dutch cross-genre gender classification. V: HAAGSMA, Hessel (ur.). Proceedings of the Shared Task on Cross-Genre Gender Prediction in Dutch at CLIN29 (GxG-CLIN29) co-located with the 29th Conference on Computational Linguistics in The Netherlands (CLIN29), (GxG-CLIN29), Groningen, The Netherlands, January 31, 2019. [S. l.]: CEUR-WS, cop. 2020. Str. 1-9. CEUR workshop proceedings, Vol. 2453. ISSN 1613-0073. http://ceur-ws.org/Vol-2453/paper06.pdf. [COBISS.SI-ID 33075495]

40. REPAR, Andraž, MARTINC, Matej, POLLAK, Senja. Reproduction, replication, analysis and adaptation of a term alignment approach. Language resources and evaluation. 2020, vol. 54, no. 3, str. 767-800. ISSN 1574-020X. DOI: 10.1007/s10579-019-09477-1. [COBISS.SI-ID 32998183]

41. MARTINC, Matej, POLLAK, Senja. Tackling the ADReSS challeng : a multimodal approach to the automated recognition of Alzheimer's dementia. V: Interspeech 2020 : 25-29 October, 2020, Shanghai, China. Str. 2157-2161. https://www.isca-speech.org/archive/Interspeech_2020/pdfs/2202.pdf. [COBISS.SI-ID 36473859]

42. 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]

43. ŠKRLJ, Blaž, MARTINC, Matej, LAVRAČ, Nada, POLLAK, Senja. autoBOT : evolving neuro-symbolic representations for explainable low resource text classifcation. Machine learning. [Print ed.]. 2021, vol. 110, iss. 4, str. 989–1028, graf. prikazi, tabele. ISSN 0885-6125. DOI: 10.1007/s10994-021-05968-x. [COBISS.SI-ID 60534787]

44. GRČIĆ-SIMEUNOVIĆ, Larisa, MARTINC, Matej, VINTAR, Špela. A bilingual approach to specialised adjectives through word embeddings in the karstology domain. V: BRUN, C. (ur.), ROCHE, Christophe (ur.). Terminologie & ontologie : théories et applications : actes de la conférence, TOTh 2020, Université Savoie Mont Blanc - 26 & 27 novembre 2020. Chambéry: Université Savoie Mont Blanc, 2021. Str. 233-250, ilustr. Terminologica. ISBN 978-2-37741-065-1. ISSN 2607-5008. http://ontologia.fr/TOTh/Conference/TOTh2020/TOTh_2020.pdf. [COBISS.SI-ID 114914051]
projekt: J6-9372 TermFrame - Terminologija in sheme znanja v večjezičnem prostoru; financer: ARRS

45. POLLAK, Senja, MARTINC, Matej, PELICON, Andraž, ULČAR, Matej, VEZOVNIK, Andreja. Covid-19 v slovenskih spletnih medijih : analiza s pomočjo računalniške obdelave jezika. V: IGNJATOVIĆ, Miroljub (ur.), KANJUO-MRČELA, Aleksandra (ur.), KUHAR, Roman (ur.). Pandemična družba : Slovensko sociološko srečanje : Ljubljana, 24.-25. september 2021. 1. natis. Ljubljana: Slovensko sociološko društvo, 2021. Str. 260-268, ilustr. ISBN 978-961-94302-5-5. https://www.sociolosko-drustvo.si/wp-content/uploads/2021/09/SSD-ZBORNIK-PRISPEVKOV-21-WEB-OK.pdf. [COBISS.SI-ID 78882051]

46. RAC, Ilona, MARTINC, Matej. Ecosystem services - exploring the scientific and political discourses. V: 3rd ESP Europe conference : program booklet : Tartu, Estonia 7-10 June 2021. Wageningen: Ecosystem Services Partnership (ESP). 2021, str. [5]. https://www.espconference.org/europe2020/wiki/486623/session-overview#Open. [COBISS.SI-ID 68590595]

47. MARTINC, Matej, PERGER, Nina, PELICON, Andraž, ULČAR, Matej, VEZOVNIK, Andreja, POLLAK, Senja. EMBEDDIA hackathon report : automatic sentiment and viewpoint analysis of Slovenian news corpus on the topic of LGBTIQ+. 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. 121-126. ISBN 978-1-954085-13-8. https://www.aclweb.org/anthology/2021.hackashop-1.17.pdf. [COBISS.SI-ID 60372227]

48. MARTINC, Matej, POLLAK, Senja. EMBEDDIA project and selected applications : invited talk, ALMAnaCH Seminar Series, The National Institute for Research in Computer Science and Automation (INRIA), 8th Nov. Paris, France. [COBISS.SI-ID 85014531]

49. 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]

50. CABRERA-DIEGO, Luis Adrian, BOROS, Emanuela, HONG HANH, Tran Thi, LINHARES PONTES, Elvys, MORENO, Jose G., DOUCET, Antoine, POLLAK, Senja, MARTINC, Matej, REPAR, Andraž. EMBEDDIA. D2.7, Final evaluation report on advanced cross-lingual NLP technology (T2.4). Ljubljana: Jožef Stefan Institute, 2021. 1 spletni vir (1 datoteka PDF (147 str.)), ilustr. IJS delovno poročilo, 14445, zaupno. https://www.ijs.si/ijsw/. [COBISS.SI-ID 161122307]

51. 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]

52. MARTINC, Matej, ALNAJJAR, Khalid, PURVER, Matthew, VALMARSKA, Anita. EMBEDDIA. D5.6, Creative multilingual technology for news and headline generation (T5.3). Ljubljana: Jožef Stefan Institute, 2021. 1 spletni vir (1 datoteka PDF (98 str.)), ilustr. IJS delovno poročilo, 14526, zaupno. https://www.ijs.si/ijsw/. [COBISS.SI-ID 174741251]

53. 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]

54. 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]

55. MONTARIOL, Syrielle, MARTINC, Matej, PIVOVAROVA, Lidia. Scalable and interpretable semantic change detection. V: TOUTANOVA, Kristina (ur.). NAACL-HLT 2021 : The 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, June 6-11, 2021 : proceedings of the conference. Stroudsburg: Association for Computational Linguistics, 2021. Str. 4642-4652. ISBN 978-1-954085-46-6. https://www.aclweb.org/anthology/2021.naacl-main.369.pdf. [COBISS.SI-ID 65352963]

56. MARTINC, Matej, POLLAK, Senja, ROBNIK ŠIKONJA, Marko. Supervised and unsupervised neural approaches to text readability. Computational linguistics. 2021, vol. 47, no. 1, str. 141-179. ISSN 0891-2017. DOI: 10.1162/coli_a_00398. [COBISS.SI-ID 57293315]

57. ŠKRLJ, Blaž, MARTINC, Matej, KRALJ, Jan, LAVRAČ, Nada, POLLAK, Senja. tax2vec : constructing interpretable features from taxonomies for short text classification. Computer speech & language. 2021, vol. 65, str. 101104-1-101104-21. ISSN 0885-2308. DOI: 10.1016/j.csl.2020.101104. [COBISS.SI-ID 15627779]

58. MARTINC, Matej, HAIDER, Fasih, POLLAK, Senja, LUZ, Saturnino. Temporal integration of text transcripts and acoustic features for Alzheimer's diagnosis based on spontaneous speech. Frontiers in aging neuroscience. 2021, vol. 13, str. 652647-1-652647-15. ISSN 1663-4365. DOI: 10.3389/fnagi.2021.642647. [COBISS.SI-ID 66985987]

59. VINTAR, Špela, POLLAK, Senja, SAKSIDA, Amanda, STEPIŠNIK, Uroš, PINTAR, Kristian, GRČIĆ-SIMEUNOVIĆ, Larisa, HADALIN, Teja, PODPEČAN, Vid, MARTINC, Matej, REPAR, Andraž, VRTOVEC, Katarina. TermFrame : Terms, definitions and semantic annotations for karstology. Ljubljana: Faculty of Arts, University of Ljubljana: Jožef Stefan Institute, 2021. CLARIN.SI data & tools. http://hdl.handle.net/11356/1463. [COBISS.SI-ID 99047171]

60. MARTINC, Matej, ŠKRLJ, Blaž, POLLAK, Senja. TNT-KID : transformer-based neural tagger for keyword identification. Natural language engineering. 2021, 40 str., graf. prikazi, tabele. ISSN 1469-8110. DOI: 10.1017/S1351324921000127. [COBISS.SI-ID 66660867]

61. REPAR, Andraž, MARTINC, Matej, ULČAR, Matej, POLLAK, Senja. Word-embedding based bilingual terminology alignment. V: KOSEM, Iztok (ur.), CUKR, M. (ur.). eLex 2021, proceedings of the eLex 2021 conference, virtual, 5-7 July 2021. Brno: Lexical Computing CZ s.r.o. Str. 408-417. Electronic lexicography in the 21st century. ISSN 2533-5626. https://elex.link/elex2021/wp-content/uploads/2021/08/eLex_2021_24_pp408-417.pdf. [COBISS.SI-ID 73866499]

62. PELICON, Andraž, SHEKHAR, Ravi, MARTINC, Matej, ŠKRLJ, Blaž, PURVER, Matthew, POLLAK, Senja. Zero-shot cross-lingual content filtering : offensive language and hate speech detection. 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. 30-34. ISBN 978-1-954085-13-8. https://www.aclweb.org/anthology/2021.hackashop-1.5.pdf. [COBISS.SI-ID 60352003]

63. HONG HANH, Tran Thi, MARTINC, Matej, DOUCET, Antoine, POLLAK, Senja. Can cross-domain term extraction benefit from cross-lingual transfer?. 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. 363-378, 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_26. [COBISS.SI-ID 136824835]

64. MARTINC, Matej. Combining neural and symbolic representations in natural language processing : doctoral dissertation = Kombiniranje nevronskih in simbolnih reprezentacij za procesiranje naravnega jezika = doktorska disertacija. Ljubljana: [M. Martinc], 2022. XVII, 215 str., ilustr. [COBISS.SI-ID 123834115]

65. HONG HANH, Tran Thi, MARTINC, Matej, DOUCET, Antoine, POLLAK, Senja. Contextual and global sequential labelling approaches to automatic terminology extraction. 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. 50. http://ipssc.mps.si/Book_of_Abstracts.pdf. [COBISS.SI-ID 116225283]

66. MARTINC, Matej, MONTARIOL, Syrielle, PIVOVAROVA, Lidia, ZOSA, Elaine. Effectiveness of data augmentation and pretraining for improving neural headline generation inlow-resource settings. 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. 3561-3570, tabele, graf. prikazi. ISBN 979-10-95546-72-6. http://www.lrec-conf.org/proceedings/lrec2022/pdf/2022.lrec-1.381.pdf. [COBISS.SI-ID 113855491]

67. FREIENTHAL, Linda, OJAMAA, Birgitta, SHEKHAR, Ravi, TOIVONEN, Hannu, TRAAT, Silver, MARTINC, Matej. EMBEDDIA — D6.10: Final report on EMBEDDIA Assistant Platform evaluation (T6.3). Ljubljana: Institut "Jožef Stefan", Odsek za tehnologije znanja, 2022. 1 spletni vir (1 datoteka PDF (37 str.)), ilustr. IJS delovno poročilo, 14540. https://www.ijs.si/ijsw/. [COBISS.SI-ID 174739459]

68. 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]

69. 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]

70. LEPPÄNEN, Leo, TOIVONEN, Hannu, SOISALON-SOININEN, Eliel, MARTINC, Matej. EMBEDDIA. D5.7, Final evaluation report on multilingual text generation technology (T5.4). Ljubljana: Jožef Stefan Institute, 2022. 1 spletni vir (1 datoteka PDF (63 str.)), ilustr. IJS delovno poročilo, 14527, zaupno. https://www.ijs.si/ijsw/. [COBISS.SI-ID 174744323]

71. LUGLI, Ligeia, MARTINC, Matej, PELICON, Andraž, POLLAK, Senja. Embeddings models for Buddhist Sanskrit. 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. 3861-3871, tabele. ISBN 979-10-95546-72-6. http://www.lrec-conf.org/proceedings/lrec2022/pdf/2022.lrec-1.411.pdf. [COBISS.SI-ID 115641859]

72. HONG HANH, Tran Thi, MARTINC, Matej, PELICON, Andraž, DOUCET, Antoine, POLLAK, Senja. Ensembling transformers for cross-domain automatic term extraction. V: TSENG, Yuen-Hsien (ur.), KATSURAI, Marie (ur.), NGUYEN, Hoa N. (ur.). From born-physical to born-virtual : augmenting intelligence in digital libraries : 24th International Conference on Asian Digital Libraries, ICADL 2022, Hanoi, Vietnam, November 30 – December 2, 2022 : proceedings. Cham: Springer, 2022. Str. 90-100, ilustr. Lecture notes in computer science, 13636. ISBN 978-3-031-21756-2. ISSN 1611-3349. https://link.springer.com/chapter/10.1007/978-3-031-21756-2_7, DOI: 10.1007/978-3-031-21756-2_7. [COBISS.SI-ID 133341699]

73. VINTAR, Špela, MARTINC, Matej. Framing karstology : from definitions to knowledge structures and automatic frame population. Terminology. 2022, vol. 28, issue 1, str. 129-156, ilustr. ISSN 0929-9971. DOI: 10.1075/term.21005.vin. [COBISS.SI-ID 97994755]
projekt: J6-9372 Terminologija in sheme znanja v medjezikovnem prostoru (TermFrame); financer: ARRS

74. HONG HANH, Tran Thi, MARTINC, Matej, DOUCET, Antoine, POLLAK, Senja. IJS at TextGraphs-16 natural language premise selection task. V: USTALOV, Dmirtry (ur.). COLING 2022, Proceedings of the TextGraphs -16, Graphs-based Methods for Natural Language processing [and] the 29th International Conference on Computational Linguistics, October 12-17, 2022, Gyeongju, Republic of Korea. [S. l.]: Association for Computational Linguistics, 2022. Str. 114-118. COLING, Vol. 29, (2022), no. 16. ISSN 2951-2093. https://aclanthology.org/2022.textgraphs-1.12.pdf. [COBISS.SI-ID 130116099]

75. HONG HANH, Tran Thi, MARTINC, Matej, PURVER, Matthew, POLLAK, Senja. JSI at SemEval-2022 task 1 : CODWOE - reverse dictionary : monolingual, multilingual, and cross-lingual approache. 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. 101-106, ilustr. ISBN 978-1-955917-80-3. [COBISS.SI-ID 116209411]

76. 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]

77. MARTINC, Matej, DOBROVOLJC, Kaja, POLLAK, Senja. Semantic change detection datasets for Slovenian 1.0. Ljubljana: Jožef Stefan Institute, 2022. CLARIN.SI data & tools. http://hdl.handle.net/11356/1651. [COBISS.SI-ID 123373315]

78. 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]

79. PURVER, Matthew, MARTINC, Matej, ICHEV, Riste, LONČARSKI, Igor, SITAR ŠUŠTAR, Katarina, VALENTINČIČ, Aljoša, POLLAK, Senja. Tracking changes in ESG representation : Initial investigations in UK Annual reports. V: WAN, Mingyu (ur.), HUANG, Chu-Ren (ur.). Proceedings of the LREC 2022 Workshop on The First Computing Social Responsibility Workshop : NLP Approaches to Corporate Social Responsibilities (CSR-NLP I 2022) : [20-25 June 2022, Marseille]. Paris: European Language Resources Association (ELRA), [2022]. Str. 9-14, ilustr. ISBN 979-10-95546-89-4. https://aclanthology.org/2022.csrnlp-1.2.pdf. [COBISS.SI-ID 117765379]

80. HONG HANH, Tran Thi, MARTINC, Matej, REPAR, Andraž, DOUCET, Antoine, POLLAK, Senja. A Transformer-based sequence-labeling approach to the Slovenian cross-domain automatic term extraction. 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. 196-204, ilustr. ISBN 978-961-7104-20-2. https://nl.ijs.si/jtdh22/pdf/JTDH2022_Tran-et-al_A-Transformer-based-Sequence-labeling-Approach-to-the-Slovenian-Cross-domain-Automatic-Term-Extraction.pdf. [COBISS.SI-ID 133772803]

81. 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]

82. MARTINC, Matej, POLLAK, Senja, VEZOVNIK, Andreja. A meaty discussion : quantitative analysis of the Slovenian meat-related news corpus. V: MLADENIĆ, Dunja (ur.), GROBELNIK, Marko (ur.). Odkrivanje znanja in podatkovna skladišča - SiKDD : Informacijska družba - IS 2023 : zbornik 26. mednarodne multikonference : zvezek C : 9. oktober 2023, Ljubljana, Slovenija = Data Mining and Data Warehouses - SiKDD : Information Society - IS 2023 : proceedings of the 26th international multiconference : volume C : 9 October, Ljubljana, Slovenia. Ljubljana: Institut "Jožef Stefan", 2023. Str. 50-53, ilustr. Informacijska družba (Online). ISBN 978-961-264-276-1. ISSN 2630-371X. http://library.ijs.si/Stacks/Proceedings/InformationSociety/2023/IS2023_Volume-C%20-%20SiKDD.pdf. [COBISS.SI-ID 171695363]

83. 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]

84. MARTINC, Matej, PELICON, Andraž, POLLAK, Senja, LUGLI, Ligeia. Word-sense induction on a corpus of Buddhist Sanskrit literature. 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. 201-215, tabele. Electronic lexicography in the 21st century. Proceedings of eLex ... conference. ISSN 2533-5626. https://elex.link/elex2023/wp-content/uploads/49.pdf. [COBISS.SI-ID 158816259]

85. 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]

86. 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]

87. HONG HANH, Tran Thi, MARTINC, Matej, REPAR, Andraž, LJUBEŠIĆ, Nikola, DOUCET, Antoine, POLLAK, Senja. Can cross-domain term extraction benefit from cross-lingual transfer and nested term labeling?. Machine learning. 2024, vol. 113, march, str. 4285-4314. ISSN 1573-0565. DOI: 10.1007/s10994-023-06506-7. [COBISS.SI-ID 200111363]

88. 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]

89. MARTINC, Matej, POLLAK, Senja, LEJEUNE, Gaël, et al. The evolution of bias in french news media: how does political orientation affect semantic change?. V: DISTER, Anne (ur.). JADT 2024 Mots comptés, textes déchiffrés : Tome 2 : [25-27 Jun 2024 Bruxelles (Belgium)]. Louvain-la-Neuve: Presses universitaires de Louvain, cop. 2024. Str. 603-612, ilustr. ISBN 978-2-39061-473-9, ISBN 978-2-39061-474-6. https://sharedocs.huma-num.fr/wl/?id=PAgIFzGe0yBMbUUvvP6p9GAmaAYV9bvk. [COBISS.SI-ID 222226435]

90. 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]

91. BORDIER, Clara, MARTINC, Matej, POLLAK, Senja, LEJEUNE, Gaël, et al. Plongée dans le lexique du Conspirationnisme dans la presse nationale française. 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. 119-128, ilustr. ISBN 978-2-39061-471-5. https://sharedocs.huma-num.fr/wl/?id=nkzIENd95PJfvJ9iaYze8o6XrnDOpvlp. [COBISS.SI-ID 222166275]

92. MARTINC, Matej, BAJT, Veronika, ROT, Špela, POLLAK, Senja. Sistem za zaznavanje sprememb v rabi besed in njegova uporaba za sociolingvistično analizo. 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. 298-317, ilustr. ISBN 978-961-7104-40-0. https://zenodo.org/records/13912515. [COBISS.SI-ID 214922755]

93. MARTINC, Matej, PEROVŠEK, Matic, LAVRAČ, Nada, POLLAK, Senja. Textflows : an open science NLP evaluation approach. Language resources and evaluation. [in press] 2024. ISSN 1574-020X. DOI: 10.1007/s10579-024-09793-1. [COBISS.SI-ID 218254851]

94. MARTINC, Matej, PERGER, Nina, POLLAK, Senja. Viewpoint detection on LGBT + reporting using contextual embeddings and qualitative thematic analysis : the use case on the word ▫$deep$▫. Bulletin de méthodologie sociologique. [in press] 2025, vol. , iss. , str. 1-32, ilustr. ISSN 2070-2779. https://journals.sagepub.com/doi/10.1177/07591063251317085, DOI: 10.1177/0759106325131708. [COBISS.SI-ID 229359363]

Matej Martinc

Osebna bibliografija za obdobje 2011-2025

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