BAJT, Jan, ROBNIK ŠIKONJA, Marko (2022). Strojna analiza tematik in sentimenta slovenskih novičarskih medijev. Uporabna informatika 30(1), str. 19-36, ISSN 1318-1882.
BRGLEZ, Mojca, POLLAK, Senja, VINTAR, Špela (2021). Simple discovery of COVID IS WAR metaphors using word embeddings. 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, (Informacijska družba (Online), ISSN 2630-371X). Ljubljana: Institut “Jožef Stefan”. str. 37-40.
CALCINA, Erik (2023). Gručenje novic glede na dogodke : diplomsko delo : visokošolski strokovni študijski program prve stopnje Računalništvo in informatika. Ljubljana: [E. Calcina]. 23 str., ilustr. [COBISS.SI-ID 163762435]
CAPORUSSO, Jaya, POLLAK, Senja, PURVER, Matthew (2023). Compared to us, they are …: An exploration of social biases in English and Italian language models using prompting and sentiment analysis. V: Grobelnik, M., Mladenić, D. (eds) International multiconference Information Society 2023 – Data Mining and Data Warehouses, str. 33-38, Ljubljana, Slovenia.
CIRAR, Neja (2022). Analiza sovražnega govora in sentimenta v parlamentarnem govoru v Sloveniji s pomočjo orodij za procesiranje naravnega jezika : diplomsko delo. Ljubljana: [N. Cirar]. IX, 53 str., ilustr. [COBISS.SI-ID 129038595]
DIMITRIEVIKJ, Aleksandar (2022). Language models and task-driven learning for sarcasm detection : bachelor thesis : university study programme, first cycle Computer and Information Science. Ljubljana: [A. Dimitrievikj]. 33 str. [COBISS.SI-ID 125453827]
EVKOSKI, Bojan, POLLAK, Senja (2023). XAl in Computational Linguistics: Understanding Political Leanings in the Slovenian Parliament. V: Proceedings of 10th Language & Technology Conference:Human Language Technologies as a Challenge for Computer Science and Linguistics, April 21-23, 2023, Poznań, Poland, str. 56-61. (Best student paper award)
FIJAVŽ, Zoran, ROBNIK ŠIKONJA, Marko (2023). Slovene word sense disambiguation using transfer learning. V: Data Mining and Data Warehouses – SiKDD : Information Society – IS 2023 : proceedings of the 26th international multiconference : volume C, str. 54-57.
HLADNIK, Juš (2023). Topic analysis of Slovenian news and social media : master’s thesis : the 2nd cycle master’s study programme Computer and Information Science. Ljubljana: [J. Hladnik]. VIII, 68 str., ilustr. [COBISS.SI-ID 158061571]
IVAČIČ, Nikola, HONG HANH, Tran Thi, KOLOSKI, Boshko, POLLAK, Senja, PURVER, Matthew (2023). Analysis of transfer learning for named entity recognition in South-Slavic languages. In: PISKORSKI, Jakub (ed.), POLLAK, Senja (ed.). 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. [COBISS.SI-ID 151562755]
KLEMEN, Matej, ROBNIK ŠIKONJA, Marko (2022). ULFRI at SemEval-2022 Task 4 : leveraging uncertainty and additional knowledge for patronizing and condescending language detection. V: The 16th International Workshop on Semantic Evaluation (SemEval-2022) : proceedings of the workshop : 2022. str. 525-532, DOI: 10.18653/v1/2022.semeval-1.73
KLEMEN, Matej, ROBNIK ŠIKONJA, Marko (2023). Neural metaphor detection for Slovene. V: Selected papers from the CLARIN Annual Conference 2022, str. 77-89, DOI: 10.3384/ecp198008.
KOLOSKI, Boshko, POLLAK, Senja, ŠKRLJ, Blaž, MARTINC, Matej (2022a): Out of Thin Air: Is Zero-Shot Cross-Lingual Keyword Detection Better Than Unsupervised? V: Proceedings of the 13th Conference on Language Resources and Evaluation (LREC 2022), str. 400–409, Marseille, 20-25 June 2022.
KOLOSKI, Boshko, POLLAK, Senja, MARTINC, Matej (2022b): 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, Str. 78-85, ilustr. ISBN 978-961-7104-20-2.
KOLOSKI, Boshko, STEPIŠNIK PERDIH, Timen, ROBNIK ŠIKONJA, Marko, POLLAK, Senja, ŠKRLJ, Blaž (2022c). Knowledge graph informed fake news classification via heterogeneous representation ensembles. V: Neurocomputing. ISSN 0925-2312.
KOLOSKI, Boshko, PRANJIĆ, Marko, LAVRAČ, Nada, ŠKRLJ, Blaž, POLLAK, Senja (2023a). Inducing document representations from graphs : a blueprint. In: The first tiny papers track at ICLR 2023 : tiny papers @ ICLR 2023 : Kigali, Rwanda. [S. l.: s. n., 2023]. Str. 1-5, ilustr. [COBISS.SI-ID 160533763]
KOLOSKI, Boshko, ŠKRLJ, Blaž, LAVRAČ, Nada, POLLAK, Senja (2023b). 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, Str. 81-89.
KORELIČ, Martin (2022). Analiza tematske politične usmerjenosti slovenskih tvitov : diplomsko delo : univerzitetni študijski program prve stopnje Računalništvo in informatika. Ljubljana: [M. Korelič]. 57 str., ilustr. [COBISS.SI-ID 129873411]
KUZMAN, Taja, LJUBEŠIĆ, Nikola, POLLAK, Senja (2022). Assessing comparability of genre datasets via cross-lingual and cross-dataset experiments. V: Conf. JTDH 2022 [COBISS.SI-ID 126113027]
LOGAR, Katja, ROBNIK ŠIKONJA, Marko (2022). Unified question answering in Slovene. V Slovenska konferenca o umetni inteligenci – IS 2022 zvezek A: ISBN 978-961-264-241-9. ISSN 2630-371X.
MARTINC, Matej, ŠKRLJ, Blaž, POLLAK, Senja (2021a). TNT-KID: Transformer-based neural tagger for keyword identification. V: Natural Language Engineering, 28, Str. 409–448, ISSN 1469-8110.
MARTINC, Matej, PERGER, Nina, PELICON, Andraž, ULČAR, Matej, VEZOVNIK, Andreja, POLLAK, Senja (2021b). 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.
MARTINC, Matej, POLLAK, Senja, VEZOVNIK, Andreja (2023). A meaty discussion: quantitative analysis of the Slovenian meat-related news corpus. V: Conf. IS 2023 [COBISS.SI-ID 171695363]
MIOK, Kristian, PIRŠ, Gregor, ROBNIK ŠIKONJA, Marko (2020). Bayesian methods for semi-supervised text annotation. V: DIPPER, Stefanie (ur.), ZELDES, Amir (ur.). LAW14 : the 14th Linguistic Annotation Workshop : proceedings of the workshop : December 12, 2020, Barcelona, Spain, online. [S. l.]: Association for Computational Linguistics. str. 1-12.
MIOK, Kristian, HIDALGO TENORIO, Encarnación, OSENOVA, Petja, BENÍTEZ-CASTRO, Miguel-Ángel, ROBNIK ŠIKONJA, Marko (2023). Multi-aspect multilingual and cross-lingual parliamentary speech analysis. V: Intelligent data analysis.
MONTARIOL, Syrielle, MARTINC, Matej, PIVOVAROVA, Lidia (2021). Scalable and Interpretable Semantic Change Detection. V: TOIVONEN, Hannu (ur.), BOGGIA, Michele (ur.). Proc. of the Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies : proceedings. Stroudsburg: Association for Computational Linguistics = ACL, str. 4642–465.
PISKORSKI, Jakub, BABYCH, Bogdan, KANCHEVA, Zara, KANISHCHEVA, Olga, LEBEDEVA, Maria, MARCINCZUK, Michał, NAKOV, Preslav, OSENOVA, Petya, PIVOVAROVA, Lidia, POLLAK, Senja, PRIBAN, Pavel, RADEV, Ivaylo, ROBNIK-ŠIKONJA, Marko, STARKO, Vasyl, STEINBERGER, Josef, YANGARBER, Roman (2021). Slav-NER : the 3rd Cross-lingual challenge on recognition, normalization, classification, and linking of named entities across Slavic languages. V: BABYCH, Bogdan (ur.), POLLAK, Senja (ur.). Proceedings of 8th BSNLP Workshop on Balto-Slavic Natural Language Processing, co-located with the 16th European Chapter of the Association for Computational Linguistics (EACL), April 20, 2021. Stroudsburg: The Association for Computational Linguistics, str. 122-133.
POLLAK, Senja, MARTINC, Matej, PELICON, Andraž, ULČAR, Matej, VEZOVNIK, Andreja (2021). 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. Str. 260-268, ISBN 978-961-94302-5-5.
POTOČNIK, Aljaž (2023). Detekcija političnega prepričanja v novicah z uporabo velikih jezikovnih modelov : diplomsko delo : univerzitetni študijski program prve stopnje Računalništvo in informatika. Ljubljana: [A. Potočnik], 2023. 46 str., ilustr. [COBISS.SI-ID 142949123]
ROBNIK-ŠIKONJA, Marko, REBA, Kristjan, MOZETIČ, Igor (2021): Cross-lingual transfer of sentiment classifiers. Slovenščina 2.0: Empirical, Applied and Interdisciplinary Research, 9(1), 1–25.
ŠKRLJ, Blaž, KOLOSKI, Boshko, POLLAK, Senja (2022): Retrieval-Efficiency Trade-Off of Unsupervised Keyword Extraction. V: International Conference on Discovery Science DS 2022: Discovery Science, str.: 379–393. Springer Nature (open access preprint on ArXiv).
ŠKVORC, Tadej, GANTAR, Polona, ROBNIK-ŠIKONJA, Marko (2022): MICE: Mining Idioms with Contextual Embeddings. V: Knowledge-Based Systems, 235, (str. 107606), ISSN: 0950-7051.
ŠKVORC, Tadej, GANTAR, Polona, ROBNIK ŠIKONJA, Marko (2021). Strojno prepoznavanje idiomov z globokimi nevronskimi mrežami. V: ARHAR HOLDT, Špela (ur.). Nova slovnica sodobne standardne slovenščine : viri in metode. 1. izd. Ljubljana: Znanstvena založba Filozofske fakultete, Str. 231-258, Zbirka Sporazumevanje. ISBN 978-961-06-0547-8. ISSN 2738-4527.
ULČAR, Matej, ROBNIK-ŠIKONJA, Marko (2021): SloBERTa: Slovene monolingual large pretrained masked language model. V: Information Society 2021, 4–8 October 2021, Ljubljana, Slovenia, str. 17-20.
ULČAR, Matej, ROBNIK ŠIKONJA, Marko (2023). Sequence-to-sequence pretraining for a less-resourced Slovenian language. V: Frontiers in artificial intelligence. vol. 6, str. 1-13, DOI: 10.3389/frai.2023.932519.
ULČAR, Matej, SUPEJ, Anka, ROBNIK-ŠIKONJA, Marko, POLLAK, Senja (2021): Slovene and Croatian word embeddings in terms of gender occupational analogies. V: Slovenščina 2.0, 9(1): 26–59.
VALMARSKA, Anita, CABRERA-DIEGO, Luis Adrian, LINHARES PONTES, Elvys, POLLAK, Senja (2021). Exploratory analysis of news sentiment using subgroup discovery. V: BABYCH, Bogdan (ur.), POLLAK, Senja (ur.). Proceedings of 8th BSNLP Workshop on Balto-Slavic Natural Language Processing, co-located with the 16th European Chapter of the Association for Computational Linguistics (EACL), April 20, 2021. Stroudsburg: The Association for Computational Linguistics, str. 66-72.
WRIGHT, George, PURVER, Matthew (2023). Self-comprehension for more coherent language generation. V: Hammer, P., Alirezaie, M., Strannegård, C. (eds) Artificial General Intelligence. AGI 2023. Lecture Notes in Computer Science, vol 13921. Springer, Cham.
ZWITTER VITEZ, Ana (2021): L’expression de l’opinion : analyse textuelle, syntaxique et lexicale de réactions à un événement politique. Journal for foreign languages Vol. 13 No. 1 . Ljubljana: Znanstvena založba Filozofske fakultete Univerze v Ljubljani, str. 91-108.
ZWITTER VITEZ, Ana, BRGLEZ, Mojca, ROBNIK ŠIKONJA, Marko, ŠKVORC, Tadej, VEZOVNIK, Andreja, POLLAK, Senja (2022). Extracting and analysing metaphors in migration media discourse : towards a metaphor annotation scheme. 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), Str. 2430-2439, ilustr. ISBN 979-10-95546-72-6.
ZWITTER VITEZ, Ana (2022). La structure linguistique de tweets en campagne présidentielle. V: Linguistica 62, 1/2, str. 223-236 [COBISS.SI-ID 137857283]
ZWITTER VITEZ, Ana (2023). Le discours politique avant et après l’élection présidentielle. V: FRANCONTRASTE 2023 – 4e Colloque Francophone International de l’Universite de Zagreb, Croatie, str. 54, Zagreb, Croatia.
ŽAGAR, Aleš, ROBNIK-ŠIKONJA, Marko (2021): Cross-lingual transfer of abstractive summarizer to less-resource language. V: Journal of Intelligent Information Systems. Springer Nature (open access preprint on ArXiv).
ŽAGAR, Aleš, ROBNIK ŠIKONJA, Marko (2023). One model to rule them all: ranking Slovene summarizers. V: Text, speech, and dialogue : 26th International Conference, TSD 2023, 2023. str. 15-24, DOI: 10.1007/978-3-031-40498-6_2
ŽNIDARŠIČ, Martin, POLLAK, Senja, PODPEČAN, Vid (2022): Interaktivno eksperimentiranje z besednimi vložitvami v platformi ClowdFlows. V: Zbornik 25. mednarodne multikonference. Slovenska konferenca o umetni inteligenci : Informacijska družba – IS 2022. Zvezek A: 11. oktober 2022, Ljubljana, Slovenija (Str 47-50).
Še neobjavljeno
ULČAR, Matej, ŽAGAR, Aleš, ARMENDARIZ, Carlos S., REPAR, Andraž, POLLAK, Senja, PURVER, Matthew, ROBNIK-ŠIKONJA, Marko (2024, v recenziji). Evaluation of contextual embeddings on less-resourced languages. Computer Speech and Lang., https://arxiv.org/abs/2107.10614
PRANJIĆ, Marko, DOBROVOLJC, Kaja, POLLAK, Senja, MARTINC, Matej (2024, v recen.). Semantic change detection for Slovene language: a novel dataset and an approach based on optimal transport. Lang. resources and eval., https://arxiv.org/abs/2402.16596
CAPORUSSO, Jaya, HOOGLAND, Damar, BRGLEZ, Mojca, KOLOSKI, Boshko, PURVER, Matthew, POLLAK, Senja (2024, sprejeto). A Computational Analysis of the Dehumanization of Migrants from the Middle East and Ukraine in Slovene News Media. V: LREC-COLING 2024.
CAPORUSSO, Jaya, CHATTERJEE, Nishan, FIJAVŽ, Zoran, KOLOSKI, Boshko, ULČAR, Matej, MARTINC, Matej, VEZOVNIK, Andreja, ROBNIK-ŠIKONJA, Marko, PURVER, Matthew, POLLAK, Senja (2024, sprejeto). Analysing Bias in Slovenian News Media: A Computational Comparison Based on Readers’ Political Orientation. V: JADT 2024.
IVAČIČ, Nikola, PURVER, Matthew, LIND, Fabienne, POLLAK, Senja, BOOMGAARDEN, Hajo, BAJT, Veronika (2024, sprejeto). Comparing News Framing of Migration Crises using Zero-Shot Classification. V: Framing and Perspectives at LREC-COLING
MARTINC, Matej, LARUNCET, Adelie, BORDIER, Clara, HERNANDEZ, Marceau, POLLAK, Senja, LEJEUNE, Gaël (2024, sprejeto). The Evolution of Bias in French News Media: How Does Political Orientation Affect Semantic Change? V: JADT 2024
CHATTERJEE, Nishan, BAJT, Veronika, ZWITTER VITEZ, Ana, POLLAK, Senja (2024, sprejeto). The “Right” Discourse on Migration: Analysing Migration-Related Tweets in Right and Far-Right Political Movements. V: JADT 2024
ŽEJN, Andrejka, PRANJIĆ, Marko, POLLAK, Senja (2024, sprejeto). Primerjava Josipa Jurčiča in Ivana Cankarja z računalniškimi metodami za zaznavanje semantičnih premikov. Prim. knjiž.