Deliverables
Contextaware crosslingual embeddings which will enable improved understanding of short texts such as user comments in the context of an emerging comment thread and the news story being commented report and source code T12
Initial cross-lingual and multilingual embeddings technology (T1.1)Initial embeddings and transformations between a selection of all targeted languages (Estonian, Finnish, Swedish, Latvian, Lithuanian, Croatian, Slovene, English, Russian) (report and source code) (T1.1)
Initial cross-lingual semantic enrichment technology (T2.1)Initial approach to named entity (NE) extraction and disambiguation and event detection, covering multiple domains and languages (report and source code) (T2.1).
Datasets, benchmarks and evaluation metrics for cross-lingual content analysis (T4.4)Gathering and preprocessing training and testing data (Estonian, Latvian, Lithuanian, Russian, Croatian, Finnish and English) provided by the media partners (report and dataset) (T4.4) .
Initial deep network architecture (T1.3)Deep neural networks will be adapted to morphologically rich languages by using character-level inputs and additional information on morphology (suffixes, prefixes, separately trained POS tags) (report and source code) (T1.3).
Interim report on ethics and responsible science and journalism (T6.5)Interim report on ethics and responsible science and journalism, with analysis of news production and new tool development (T6.5).
Final evaluation report on cross-lingual user generated content filtering and analysis technology (T3.4)Producing datasets for evaluation and development of algorithms T34
Final dynamic multilingual news generation technology (T5.2)Development of a novel method for automatically organising news articles to be maximally informative to the assumed reader report and source code T52
Final cross-lingual news viewpoints identification technology (T4.3)Development of methods for detecting viewpoints and sentiments based on media sources report and source code T43
Final real-time multilingual news linking technology (T4.1)Development of tools for linking news stories across languages based on their topics andcontents report and source code T41
Final evaluation report on cross-lingual content analysis technology (T4.4)All tools developed in WP4 will be evaluated using the produced datasets and manual user evaluation T44
Final report on ethics and responsible science and journalism (T6.5).Final report on ethics and responsible science and journalism T65
Initial interpretability and visualisation technology (T1.4)Initial approaches to explanation of deep learning models by adoptation of perturbation based explanation methods based on coalitional game theory to ext classification and initial development of visual tools for visually explaining the classification process. (report and source code) (T1.4).
Final tehnology for multilingual and self-explainable news generation (T5.1)Based on the analysis of newsrooms WP6 the NLG technology will be adapted for the requirements of news generation The task will develop mechanisms for i determining what is interesting or important in the given data and deciding what to report and for ii rendering that information in an accurate manner iii in multiple languages report and source code T51
Final evaluation report on cross-lingual embedding technology (T1.5)Report on evaluation of the crosslingual and multilingual embeddings on public datasetsand challenges T15
Initial context-dependent and dynamic embeddings technology (T1.2)Context-aware cross-lingual embeddings which will enable improved understanding of short texts such as user comments in the context of an emerging comment thread and the news story being commented (report and source code) (T1.2).
Report on user needs and challenges for news media industry (T6.1).Initial report on identification and analysis of needs of different stakeholders in news media industry. We will arrange workshop to identify in detail challenges that are specific to operations of different media partners and prepare a specifications documentation (T6.1).
Recommendations on avoiding gender and other biases (T6.4)The means to avoid and detect gender and other biases in news media contents creation will be developped in T6.4. This deliverable will propose the recommendations for avoiding gender bias (T6.4).
Final interpretability and visualisation technology (T1.4)Adoptation of three most popular perturbation based explanation methods based on coalitional game theory IME LIME and SHAP to be suitable for text classification and development of visualisation techniques where different explanatory lexical units in the source texts words ngrams sentences are visualizedreport and source code T14
Initial cross-lingual context and opinion analysis technology (T3.1)Report on initial developed technology for a range of user comment analyses, including topic modelling, conversation structure and context modelling, sentiment, stance and opinion detection and effect and information spread measurement (report and source code) (T3.1).
Final report on gender bias in content creation (T6.4)Final report on gender bias in content creation T64
Reusable EMBEDDIA components available through the ClowdFlows web interface (T7.4)Developed tools and procedures will be incorporated as widgets and make them available beyond the media context and assure reusability and repeatability of experiments report and source code T74
Initial multilingual news linking technology (T4.1)Development of initial tools for linking news stories across languages based on their topics and contents (report and source code) (T4.1).
Initial keyword extraction techniques (T2.2)Initial keyword extraction by application of statistical approaches (based on heuristics), machine learning approaches, as well as graph-based approaches (report and source code) (T2.2).
Final cross-lingual news summarisation and visualisation technology (T4.2)Development of textual and visual languageindependent multidocument news summarisation report and source code T42
Initial dynamic news generation technology (T5.2)Development of a novel method for automatically organising news articles, considering the domain of the article, effects of time and news repetition (report and source code) (T5.2).
Refined analysis of news media partners’ needs and challenges (T6.1).Refined report of news media partners’ needs and challenges and their analysis with regard to the state of the art in NLP for news media (T6.1).
Final cross-lingual and multilingual embeddings technology (T1.1)Embeddings and transformations between all targeted languages including EstonianFinnish Swedish Latvian Lithuanian Croatian Slovene as well as English and Russian report and source code T11
Report generator from multilingual comments (T3.3)Report on developed and implemented methods for generating humanreadable reports in multiple languages from the outputs of the methods developed in T31 and T32 report and source code T33
Datasets, benchmarks and evaluation metrics for cross-lingual user generated content filtering and analysis (T3.4)Evaluation and development of algorithms requires relevant, annotated, and multilingual datasets (report and dataset) (T3.4).
Final evaluation report on advanced cross-lingual NLP technology (T2.4)Final report on existing evaluation datasets and benchmarks for NER NEL and event detection for instance ACE Meantime and TAC KBPs Entity Discovery and Linking tasks report and dataset T24
Final deep network architecture (T1.3)Deep neural networks will be adapted to morphologically rich languagesby using characterlevel inputs and additional information on morphology suffixes prefixes separately trained POS tags report and source code T13
Multilingual language generation approach (T2.3)Incorporating hybrid techniques in the architecture, to take advantage of the robustness of machine learning techniques and transparency of rule-based techniques. Adaptation of the context-aware word-embeddings developed in T1.2 to improve fluency and variability in the generated texts (report and source code) (T2.3).
Final multilingual keyword extraction techniques (T2.2)Application and further development of statistical approaches based on heuristicsmachine learning approaches as well as graphbased approaches report and source code T22
Initial news generation technology (T5.1)Based on the analysis of newsrooms (WP6), the NLG technology will be adapted for the requirements of news generation. The task will develop mechanisms for (i) determining what is interesting or important in the given data and deciding what to report, and for (ii) rendering that information in an accurate manner (iii) in multiple languages (report and source code) (T5.1).
Final report on EMBEDDIA Assistant platform evaluation (T6.3)Final report on EMBEDDIA Assistant platform evaluation by media partners T63
Platform requirements documentation and platform design (T6.2)The EMBEDDIA Toolkit will incorporate different tools and resources developed in WP1–WP5 and on top of it build the EMBEDDIA Media Assistant platform. The platform will be built as a series of base microservices, functional microservices and task oriented APIs. This deliverable will report on platform requirements and platform design (T6.2).
Final cross-lingual comment filtering technology (T3.2)Final report on developed tools for automatic flagging or filtering of user comments specifically targeted at the use cases defined by end user partners in WP6 eg detection of hate speech and political trolling attempts to elicit extreme reactions and influence others opinions report and source code T32
Initial cross-lingual news viewpoints identification technology (T4.3)Initial approaches for detecting viewpoints and sentiments based on media sources (report and source code) (T4.3) .
Final cross-lingual semantic enrichment technology (T2.1)Generalization of approaches to multiple domains and languages large scale corpora and integrating crosslingual embeddings report and source code T21
Creative multilingual technology for news and headline generation (T5.3)We will make the generated texts more varied and colourful by generating creative expressions especially in headlines report and source code T53
Final cross-lingual context and opinion analysis technology (T3.1)Final report on developed technology for a range of user comment analyses including topic modelling conversation structure and context modelling sentiment stance and opinion detection and effect and information spread measurement report and source code T31
Datasets, benchmarks and evaluation metrics for advanced cross-lingual NLP technology (T2.4)Report on existing evaluation datasets and benchmarks for NER, NEL and event detection (for instance, ACE, Meantime and TAC KBP’s Entity Discovery and Linking tasks) (report and dataset) (T2.4).
Initial cross-lingual comment filtering technology (T3.2)Report on developed tools for automatic flagging or filtering of user comments, specifically targeted at the use cases defined by end user partners in WP6, e.g., detection of hate speech and political trolling, attempts to elicit extreme reactions and influence others’ opinions (report and source code) (T3.2).
Datasets, benchmarks and evaluation metrics for multilingual text generation (T5.4)From news partners texts (news stories) and structured datasets from which news can be generated will be collected (report and datasets) and methodology for evaluation defined (T5.4).
Selected EMBEDDIA components in ClowdFlows (T7.4)Initial selection of tools and procedures incorporated as widgets in webbased platform Clowsflows to make them available beyond the media context and assure reusability and repeatability of experiments report and source code T74
Initial cross-lingual news summarisation and visualisation technology (T4.2)Development of textual and visual language-independent multi-document news summarisation (report and source code) (T4.2).
Final evaluation report on multilingual text generation technology (T5.4)Final evaluation report on multilingual text generation technology T54
Datasets, benchmarks and evaluation metrics for cross-lingual word embeddings (T1.5)A repository of training and evaluation data, stored in a dedicated GitHub repository (report and datasets) (T1.5).
Final EMBEDDIA Media Assistant platform incorporating different tools and resourcespackaged in docker container report and source code T62
Created project website --- which will function both as a project dissemination tool and for providing access to the technical outcomes produced by the project --- and social media accounts/pages on relevant social networks will be created (T7.1)
Publications
Author(s):
Kristian Miok, Blaž Škrlj, Daniela Zaharie, Marko Robnik-Šikonja
Published in:
Cognitive Computation, 2021, ISSN 1866-9956
Publisher:
Springer Verlag
DOI:
10.1007/s12559-021-09826-9
Author(s):
Ulčar, Matej; Robnik-Šikonja, Marko
Published in:
Neural Computing and Applications, Issue 3, 2022, ISSN 0941-0643
Publisher:
Springer Verlag
DOI:
10.1007/s00521-022-07164-x
Author(s):
Škvorc, Tadej; Lavrač, Nada; Robnik-Šikonja, Marko
Published in:
IEEE Access, Issue 10, 2022, ISSN 2169-3536
Publisher:
Institute of Electrical and Electronics Engineers Inc.
DOI:
10.1109/ACCESS.2022.3144932
Author(s):
Blaž Škrlj, Matej Martinc, Nada Lavrač, Senja Pollak
Published in:
Machine Learning, 2021, ISSN 0885-6125
Publisher:
Kluwer Academic Publishers
DOI:
10.1007/s10994-021-05968-x
Author(s):
Škvorc, Tadej; Gantar, Polona; Robnik-Šikonja, Marko
Published in:
Knowledge-Based Systems, Issue 237, 2022, ISSN 0950-7051
Publisher:
Elsevier BV
DOI:
10.1016/j.knosys.2021.107606
Author(s):
Andraž Pelicon, Marko Pranjić, Dragana Miljković, Blaž Škrlj, Senja Pollak
Published in:
Applied Sciences, Issue 10/17, 2020, Page(s) 5993, ISSN 2076-3417
Publisher:
MDPI
DOI:
10.3390/app10175993
Author(s):
Matej Martinc; Senja Pollak; Marko Robnik-Šikonja
Published in:
Computational Linguistics, Issue 47.1, 2021, Page(s) 141-179, ISSN 0891-2017
Publisher:
MIT Press
DOI:
10.1162/coli_a_00398
Author(s):
Igor Vobič, Marko Robnik Šikonja, Monika Kalin Golob
Published in:
Javnost - The Public, Issue 26/sup1, 2019, Page(s) S41-S61, ISSN 1318-3222
Publisher:
European Institute for Communication and Culture
DOI:
10.1080/13183222.2019.1696600
Author(s):
Lindén, Carl-Gustav
Published in:
Questions de communication, 2020, ISSN 2259-8901
Publisher:
Presses universitaires de Lorraine
DOI:
10.4000/questionsdecommunication.23301
Author(s):
Robnik-Šikonja, Marko; Reba, Kristjan; Mozetič, Igor
Published in:
Slovenščina 2.0, Issue 9(1), 2021, Page(s) 1-25, ISSN 2335-2736
Publisher:
Ljubljana University Press, Faculty of Arts
DOI:
10.4312/slo2.0.2021.1.1-25
Author(s):
Eleni Gregoromichelaki, Gregory James Mills, Christine Howes, Arash Eshghi, Stergios Chatzikyriakidis, Matthew Purver, Ruth Kempson, Ronnie Cann, Patrick G. T. Healey
Published in:
Acta Linguistica Hafniensia, Issue 52/2, 2020, Page(s) 260-284, ISSN 0374-0463
Publisher:
Nordisk Sprog- og Kulturforlag
DOI:
10.1080/03740463.2020.1795549
Author(s):
Matej Martinc, Blaž Škrlj, Senja Pollak
Published in:
Natural Language Engineering, 2021, Page(s) 1-40, ISSN 1351-3249
Publisher:
Cambridge University Press
DOI:
10.1017/s1351324921000127
Author(s):
Andraž Pelicon, Ravi Shekhar, Blaž Škrlj, Matthew Purver, Senja Pollak
Published in:
PeerJ Computer Science, Issue 7, 2021, Page(s) e559, ISSN 2376-5992
Publisher:
PeerJ Publishing
DOI:
10.7717/peerj-cs.559
Author(s):
Carl-Gustav Lindén; Katja Lehtisaari; Mikko Grönlund; Mikko Villi
Published in:
Journalism Studies, Issue 22(12), 2021, Page(s) 1701--1719, ISSN 1461-670X
Publisher:
Routledge
DOI:
10.1080/1461670x.2021.1911672
Author(s):
Stephen McGregor, Kat Agres, Karolina Rataj, Matthew Purver, Geraint Wiggins
Published in:
Frontiers in Psychology, Issue 10, 2019, ISSN 1664-1078
Publisher:
Frontiers Research Foundation
DOI:
10.3389/fpsyg.2019.00765
Author(s):
Blaž Škrlj, Jan Kralj, Nada Lavrač, Senja Pollak
Published in:
Machine Learning and Knowledge Extraction, Issue 1/2, 2019, Page(s) 575-589, ISSN 2504-4990
Publisher:
MDPI AG
DOI:
10.3390/make1020034
Author(s):
Tadej Škvorc, Simon Krek, Senja Pollak, Špela Arhar Holdt,
Marko Robnik-Šikonja
Published in:
In Contributions to Contemporary History, 2019, ISSN 2463-7807
Publisher:
OJS/PKP
Author(s):
Matej Martinc, Senja Pollak
Published in:
Natural Language Engineering, Issue 25/5, 2019, Page(s) 607-632, ISSN 1351-3249
Publisher:
Cambridge University Press
DOI:
10.1017/S1351324919000299
Author(s):
Andraž Repar, Vid Podpečan, Anže Vavpetič, Nada Lavrač, Senja Pollak
Published in:
Terminology, Issue 25/1, 2019, Page(s) 93-120, ISSN 0929-9971
Publisher:
John Benjamins Publishing Company
DOI:
10.1075/term.00029.rep
Author(s):
Andraž Repar, Matej Martinc, Senja Pollak
Published in:
Language Resources and Evaluation, 2019, ISSN 1574-020X
Publisher:
Springer Verlag
DOI:
10.1007/s10579-019-09477-1
Author(s):
Marko Milosavljević, Igor Vobič
Published in:
Journalism, 2019, Page(s) 146488491986159, ISSN 1464-8849
Publisher:
SAGE Publications
DOI:
10.1177/1464884919861598
Author(s):
Saturnino Luz, Shane Sheehan
Published in:
Palgrave Communications, Issue 6/1, 2020, ISSN 2055-1045
Publisher:
Humanities and Social Sciences Communications
DOI:
10.1057/s41599-020-0423-6
Author(s):
Damjan Vavpotič, Marko Robnik-Šikonja, Tomaž Hovelja
Published in:
Business & Information Systems Engineering, 2019, ISSN 2363-7005
Publisher:
Springer Gabler
DOI:
10.1007/s12599-019-00612-4
Author(s):
Ester Appelgren, Carl-Gustav Lindén
Published in:
Media and Communication, Issue 8/2, 2020, Page(s) 62, ISSN 2183-2439
Publisher:
Cogitatio
DOI:
10.17645/mac.v8i2.2757
Author(s):
Jey Han Lau, Carlos Armendariz, Shalom Lappin, Matthew Purver, Chang Shu
Published in:
Transactions of the Association for Computational Linguistics, Issue 8, 2020, Page(s) 296-310, ISSN 2307-387X
Publisher:
The MIT Press
DOI:
10.1162/tacl_a_00315
Author(s):
Khalid Alnajjar, Hannu Toivonen
Published in:
Natural Language Engineering, 2020, Page(s) 1-33, ISSN 1351-3249
Publisher:
Cambridge University Press
DOI:
10.1017/S1351324920000236
Author(s):
Marko Milosavljević, Melita Poler, Rok Čeferin
Published in:
Digital Journalism, 2020, Page(s) 1-17, ISSN 2167-0811
Publisher:
Taylor & Francis
DOI:
10.1080/21670811.2020.1747942
Author(s):
Cinelli, Matteo; Conti, Mauro; Finos, Livio; Grisolia, Francesco; Kralj Novak, Petra; Peruzzi, Antonio; Tesconi, Maurizio; Zollo, Fabia; Quattrociocchi, Walter
Published in:
Journal of Information Warfare, Issue 18(3), 2020, ISSN 1445-3312
Publisher:
Mt. Eliza : Teamlink Australia
Author(s):
Linhares Pontes, Elvys; Huet, Stéphane; Torres Moreno, Juan Manuel; Gouveia da Silva, Thiago; Carneiro Linhares, Andréa
Published in:
Computación y Sistemas, Issue 24(2), 2020, ISSN 1405-5546
Publisher:
Centro de Investigacion en Computacion (CIC) del Instituto Politecnico Nacional (IPN)
Author(s):
Leo Leppänen, Hanna Tuulonen, Stefanie Sirén-Heikel
Published in:
Media and Communication, Issue 8/3, 2020, Page(s) 39, ISSN 2183-2439
Publisher:
Cogitatio
DOI:
10.17645/mac.v8i3.3022
Author(s):
Blaž Škrlj, Matej Martinc, Jan Kralj, Nada Lavrač, Senja Pollak
Published in:
Computer Speech & Language, Issue 65, 2021, Page(s) 101104, ISSN 0885-2308
Publisher:
Academic Press
DOI:
10.1016/j.csl.2020.101104
Author(s):
Koloski, Boshko; Stepišnik-Perdih, Timen; Robnik-Šikonja, Marko; Pollak, Senja; Škrlj, Blaž
Published in:
Neurocomputing journal, 2022, ISSN 0925-2312
Publisher:
Elsevier BV
DOI:
10.1016/j.neucom.2022.01.096
Author(s):
Aleš Žagar, Marko Robnik-Šikonja
Published in:
Journal of Intelligent Information Systems, 2021, ISSN 0925-9902
Publisher:
Kluwer Academic Publishers
DOI:
10.1007/s10844-021-00663-8
Author(s):
Nada Lavrač, Matej Martinc, Senja Pollak, Maruša Pompe Novak, Bojan Cestnik
Published in:
New Generation Computing, Issue 38/4, 2020, Page(s) 773-800, ISSN 0288-3635
Publisher:
Springer Verlag
DOI:
10.1007/s00354-020-00108-w
Author(s):
Nada Lavrač; Nada Lavrač; Blaž Škrlj; Marko Robnik-Šikonja
Published in:
Machine Learning, Issue 109, 2020, ISSN 0885-6125
Publisher:
Kluwer Academic Publishers
DOI:
10.1007/s10994-020-05890-8
Author(s):
Shekhar, Ravi; Pranjić. Marko; Pollak, Senja; Pelicon, Andraž; Purver, Matthew
Published in:
Journal for Language Technology and Computational Linguistics, Issue 2, 2020, Page(s) 49-79, ISSN 2190-6858
Publisher:
German Society for Computational Linguistics and Language Technology (GSCL)
DOI:
10.5281/zenodo.4032371
Author(s):
Klemen, Matej; Krsnik, Luka; Robnik-Šikonja, Marko
Published in:
Natural Language Engineering, 2022, ISSN 1351-3249
Publisher:
Cambridge University Press
DOI:
10.1017/S1351324922000080
Author(s):
Matej Ulčar, Anka Supej, Marko Robnik-Šikonja, Senja Pollak
Published in:
Slovenščina 2.0: empirical, applied and interdisciplinary research, Issue 9/1, 2021, Page(s) 26-59, ISSN 2335-2736
Publisher:
Ljubljana University Press, Faculty of Arts
DOI:
10.4312/slo2.0.2021.1.26-59
Author(s):
Linhares Pontes, Elvys; Cabrera-Diego, Luis Adrian; Moreno, Jose G.; Boros, Emanuela; Hamdi, Ahmed; Doucet, Antoine; Sidere, Nicolas; Coustaty, Mickael
Published in:
International Journal on Digital Libraries, 2021, ISSN 1432-1300
Publisher:
Springer
DOI:
10.1007/s00799-021-00319-6
Author(s):
Lauri Haapanen, Leo Leppänen
Published in:
AILA Review, Issue 33, 2020, Page(s) 67-85, ISSN 1461-0213
Publisher:
John Benjamins Publishing Company
DOI:
10.1075/aila.00030.haa
Author(s):
Matthew Purver, Mehrnoosh Sadrzadeh, Ruth Kempson, Gijs Wijnholds, Julian Hough
Published in:
Journal of Logic, Language and Information, Issue 30/2, 2021, Page(s) 379-406, ISSN 0925-8531
Publisher:
Kluwer Academic Publishers
DOI:
10.1007/s10849-021-09337-8
Author(s):
Asula, Marit; Makke, Jane; Freienthal, Linda; Kuulmets, Hele-Andra; Sirel, Raul
Published in:
Cataloging & Classification Quarterly, Issue 59:8, 2021, Page(s) 775-793, ISSN 0163-9374
Publisher:
Haworth Press Inc.
DOI:
10.1080/01639374.2021.1998283
Author(s):
Sebastian Meznar, Nada Lavrac, Blaz Skrlj
Published in:
IEEE Access, Issue 8, 2020, Page(s) 212568-212588, ISSN 2169-3536
Publisher:
Institute of Electrical and Electronics Engineers Inc.
DOI:
10.1109/access.2020.3039541
Author(s):
Stephen Mutuvi, Emanuela Boros, Antoine Doucet, Gaël Lejeune, Adam Jatowt, Moses Odeo
Published in:
Linking Theory and Practice of Digital Libraries - 25th International Conference on Theory and Practice of Digital Libraries, TPDL 2021, Virtual Event, September 13–17, 2021, Proceedings, Issue 12866, 2021, Page(s) 55-59, ISBN 978-3-030-86323-4
Publisher:
Springer International Publishing
DOI:
10.1007/978-3-030-86324-1_6
Author(s):
Elvys Linhares Pontes, Luis Adrián Cabrera-Diego, Jose G. Moreno, Emanuela Boros, Ahmed Hamdi, Nicolas Sidère, Mickaël Coustaty, Antoine Doucet
Published in:
Digital Libraries at Times of Massive Societal Transition - 22nd International Conference on Asia-Pacific Digital Libraries, ICADL 2020, Kyoto, Japan, November 30 – December 1, 2020, Proceedings, Issue 12504, 2020, Page(s) 215-231, ISBN 978-3-030-64451-2
Publisher:
Springer International Publishing
DOI:
10.1007/978-3-030-64452-9_19
Author(s):
Blaž Škrlj, Marko Jukič, Nika Eržen, Senja Pollak, Nada Lavrač
Published in:
Discovery Science - 24th International Conference, DS 2021, Halifax, NS, Canada, October 11–13, 2021, Proceedings, Issue 12986, 2021, Page(s) 204-217, ISBN 978-3-030-88941-8
Publisher:
Springer International Publishing
DOI:
10.1007/978-3-030-88942-5_16
Author(s):
Boshko Koloski, Timen Stepišnik-Perdih, Senja Pollak, Blaž Škrlj
Published in:
Combating Online Hostile Posts in Regional Languages during Emergency Situation - First International Workshop, CONSTRAINT 2021, Collocated with AAAI 2021, Virtual Event, February 8, 2021, Revised Selected Papers, Issue 1402, 2021, Page(s) 177-188, ISBN 978-3-030-73695-8
Publisher:
Springer International Publishing
DOI:
10.1007/978-3-030-73696-5_17
Author(s):
Matej Ulčar, Marko Robnik-Šikonja
Published in:
Text, Speech, and Dialogue - 23rd International Conference, TSD 2020, Brno, Czech Republic, September 8–11, 2020, Proceedings, Issue 12284, 2020, Page(s) 104-111, ISBN 978-3-030-58322-4
Publisher:
Springer International Publishing
DOI:
10.1007/978-3-030-58323-1_11
Author(s):
Blaž Škrlj, Andraž Repar, Senja Pollak
Published in:
Statistical Language and Speech Processing - 7th International Conference, SLSP 2019, Ljubljana, Slovenia, October 14–16, 2019, Proceedings, Issue 11816, 2019, Page(s) 311-323, ISBN 978-3-030-31371-5
Publisher:
Springer International Publishing
DOI:
10.1007/978-3-030-31372-2_26
Author(s):
Blaž Škrlj, Senja Pollak
Published in:
Statistical Language and Speech Processing - 7th International Conference, SLSP 2019, Ljubljana, Slovenia, October 14–16, 2019, Proceedings, Issue 11816, 2019, Page(s) 112-123, ISBN 978-3-030-31371-5
Publisher:
Springer International Publishing
DOI:
10.1007/978-3-030-31372-2_10
Author(s):
Kristian Miok, Dong Nguyen-Doan, Blaž Škrlj, Daniela Zaharie, Marko Robnik-Šikonja
Published in:
Statistical Language and Speech Processing - 7th International Conference, SLSP 2019, Ljubljana, Slovenia, October 14–16, 2019, Proceedings, Issue 11816, 2019, Page(s) 286-298, ISBN 978-3-030-31371-5
Publisher:
Springer International Publishing
DOI:
10.1007/978-3-030-31372-2_24
Author(s):
Blaž Škrlj, Nada Lavrač, Jan Kralj
Published in:
Discovery Science - 22nd International Conference, DS 2019, Split, Croatia, October 28–30, 2019, Proceedings, Issue 11828, 2019, Page(s) 261-275, ISBN 978-3-030-33777-3
Publisher:
Springer International Publishing
DOI:
10.1007/978-3-030-33778-0_21
Author(s):
Pollak, Senja; Robnik-Šikonja, Marko; Purver, Matthew; Boggia, Michele; Shekhar, Ravi; Pranjić, Marko; Salmela, Salla; Krustok, Ivar; Paju, Tarmo; Linden, Carl-Gustav; Leppänen, Leo; Zosa, Elaine; Ulčar, Matej; Freienthal, Linda; Traat, Silver; Cabrera-Diego, Luis Adrián; Martinc, Matej; Lavrač, Nada; Škrlj, Blaž; Žnidaršič, Martin; Pelicon, Andraž; Koloski, Boshko; Podpečan, Vid; Kra
Published in:
Issue Proceedings of the EACL Hackashop on News Media Content Analysis and Automated Report Generation (EACL2021), 2021
Publisher:
Association for Computational Linguistics
DOI:
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In the Proceedings of the 12th International Conference on Computational Creativity (ICCC21), 2021, ISBN 978-989-54160-3-5
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In Proceedings of the 23rd International Multiconference – IS2020, 2020
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Proceedings of the 6th Workshop on Semantic Deep Learning (SemDeep-6), 2021
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In the Proceedings of the 10th International Conference on Analysis of Images, Social Networks and Texts (AIST 2021), 2021
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ICML 2020 Workshop on Uncertainty & Robustness in Deep Learning, 2021
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In the Proceedings of the 14th International Conference on Natural Language Generation, 2021
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In Proceedings of the 24th International Multiconference – IS2021 (SiKDD), 2021
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MediaEval 2021 Multimedia Benchmark Workshop : Work ing Notes Proceedings of the MediaEval 2021 Workshop, 2021
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Proceedings of the Shared Task on Cross-Genre Gender Detection in Dutch at Computational Linguistic in Netherlands (CLIN 2019) conference, 2019
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Aachen : R. Piskac c/o Redaktion Sun SITE, Informatik V, RWTH Aachen
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Proceedings of the 23rd Workshop on the Semantics and Pragmatics of Dialogue, Issue 13, 2019
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Proceedings of the Workshop on Language Technology for Digital Historical Archives in conjuction with RANLP-2019, 2019, Page(s) 3-10
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2019 IEEE 32nd International Symposium on Computer-Based Medical Systems (CBMS), 2019, Page(s) 690-695, ISBN 978-1-7281-2286-1
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Proceedings of the 10th International Conference on Computational Creativity (ICCC2019), 2019
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2019 E-Health and Bioengineering Conference (EHB), 2019, Page(s) 1-4, ISBN 978-1-7281-2603-6
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Proceedings of the 12th Conference on Language Resources and Evaluation (LREC 2020), 2020, Page(s) 4731–4738
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Proceedings of the 12th Language Resources and Evaluation Conference (LREC2020), 2020, Page(s) 4811‑4819
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Proceedings of the 12th Language Resources and Evaluation Conference (LREC2020), Issue 1, 2020, Page(s) 4074‑4080
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Proceedings of the 12th Conference on Language Resources and Evaluation (LREC 2020), 2020, Page(s) 855-859
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Proceedings of the 12th Conference on Language Resources and Evaluation (LREC 2020), 2020, Page(s) 4139–4144
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Proceedings of the 12th Conference on Language Resources and Evaluation (LREC 2020), 2020, Page(s) 5878–5886
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Proceedings of the 6th biennial conference on electronic lexicography, eLex 2019, 2019, Page(s) 694-725
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Proceedings of the LREC 2020 13th Workshop on Building and Using Comparable Corpora, 2020, Page(s) 29-34
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Poster presentation at the 7th International Conference on Statistical Language and Speech Processing. Ljubljana, Slovenia, 2019
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Proceedings - Natural Language Processing in a Deep Learning World, 2019, Page(s) 1388-1396, ISBN 9789-544520564
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Proceedings of the 6th International Workshop on Computational Terminology (COMPUTERM 2020), 2020, Page(s) 55-61
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Proceedings of the Cross-Language Search and Summarization of Text and Speech Workshop, 2020, Page(s) 32-37
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Companion Proceedings of the Web Conference 2020, 2020, Page(s) 343-349, ISBN 9781-450370240
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In the Proceedings of the 12th International Conference on Computational Creativity, ICCC2021, 2021
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In Proceedings of the BioCreative VII Challenge Evaluation Workshop, 2021, Page(s) 295-299, ISBN 978-0-578-32368-8
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In 6th Workshop on Semantic Deep Learning (SemDeep-6) associated to 29th International Joint Conference on Artificial Intelligence and 17th Pacific Rim International Conference on Artificial Intelligence (IJCAI-PRICAI 2020), Issue 2, 2021
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In the Proceedings of the 23rd Nordic Conference on Computational Linguistics (NoDaLiDa), 2021
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Proceedings of the 28th International Conference on Computational Linguistics, Issue 44, 2020
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DOI:
10.5281/zenodo.4730354
Author(s):
Boros, Emanuela; Besançon, Romaric; Ferret, Olivier; Grau, Brigitte
Published in:
In Proceedings of NLDB 2021, 2021
Publisher:
Springer
Author(s):
Duong, Quan; Pivovarova, Lidia; Zosa, Elaine
Published in:
In the Proceedings of the Histoinformatics workshop 2021, 2021
Publisher:
CEUR
Author(s):
Andrey Kutuzov, Lidia Pivovarova
Published in:
Proceedings of the 2nd International Workshop on Computational Approaches to Historical Language Change 2021, 2021, Page(s) 7-13
Publisher:
Association for Computational Linguistics
DOI:
10.18653/v1/2021.lchange-1.2
Author(s):
Armendariz, Carlos Santos; Purver, Matthew; Pollak, Senja; Ljubešić, Nikola; Ulčar, Matej; Robnik-Šikonja, Marko; Vulić, Ivan; Mohammed Taher Pilehvar
Published in:
In Proceedings of the 14th International Workshop on Semantic Evaluation (SemEval 2020), 2020, Page(s) 36-49
Publisher:
International Committee for Computational Linguistics
DOI:
10.5281/zenodo.4309679
Author(s):
Vaik, Kristiina; Asula, Marit; Sirel, Raul
Published in:
In Proceedings of the LREC2020 Industry Track, 2020, Page(s) 26-30
Publisher:
The European Language Resources Association (ELRA)
Author(s):
Leppänen, Leo; Toivonen, Hannu
Published in:
In Proceedings of the 23rd Nordic Conference on Computational Linguistics (NoDaLiDa 2021), 2021
Publisher:
Linköping University Electronic Press, Sweden
Author(s):
Shane Sheehan, Saturnino Luz, Pierre Albert, Masood Masoodian
Published in:
Proceedings of the International Conference on Advanced Visual Interfaces, 2020, Page(s) 1-3, ISBN 9781450375351
Publisher:
ACM
DOI:
10.1145/3399715.3399956
Author(s):
Tran Thi Hong, Hahn; Doucet, Antoine; Sidere, Nicolas; Moreno, Jose G.; Pollak, Senja
Published in:
In the Proceedings of the 23rd International Conference on Asia-Pacific Digital Libraries (ICADL 2021), 2021
Publisher:
Springer
DOI:
10.1007/978-3-030-91669-5_21
Author(s):
Repar, Andraž; Shumakov, Andrej
Published in:
In the Proceedings of the EACL Hackashop on News Media Content Analysis and Automated Report Generation (EACL2021), 2021
Publisher:
Association for Computational Linguistics
DOI:
10.5281/zenodo.4730392
Author(s):
Arhar Holdt, Špela; Pollak, Senja; Robnik-Šikonja, Marko; Krek, Simon
Published in:
Issue In Proceedings of the Conference on Language Technologies and Digital Humanities, JTDH2020, 2020, Page(s) 10-15
Publisher:
Institute of Contemporary History
DOI:
10.5281/zenodo.4059729
Author(s):
Stephen Mutuvi; Emanuela Boros; Antoine Doucet; Gaël Lejeune; Adam Jatowt; Moses Odeo
Published in:
Issue 29, 2021
Publisher:
l’Association Francophone de Recherche d’Information et Applications ARIA
DOI:
10.5281/zenodo.4734472
Author(s):
Repar, Andraž; Martinc, Matej; Ulčar, Matej; Pollak, Senja
Published in:
In Proceedings of eLex 2021 (eLex2021), 2021
Publisher:
Brno: Lexical Computing CZ, s.r.o.
Author(s):
Del-Bosque-Trevino, Jorge, Hough, Julian, and Purver, Matthew
Published in:
In Proceedings of the 24th SemDial Workshop on the Semantics and Pragmatics of Dialogue (SemDial), 2020
Publisher:
SEMDIAL
Author(s):
Koloski, Boshko; Zosa, Elaine; Stepišnik-Perdih, Timen; Škrlj, Blaž; Paju, Tarmo; Pollak, Senja
Published in:
In the Proceedings of the EACL Hackashop on News Media Content Analysis and Automated Report Generation (EACL2021), 2021
Publisher:
Association for Computational Linguistics
DOI:
10.5281/zenodo.4730369
Author(s):
Pranjić, Marko; Robnik-Šikonja, Marko; Pollak, Senja
Published in:
In Proceedings of the 24th International Multiconference – IS2021 (SiKDD), 2021
Publisher:
Jožef Stefan Institute
Author(s):
Pranjić, Marko; Podpečan, Vid; Robnik-Šikonja, Marko; Pollak, Senja
Published in:
Issue In Proceedings of the Conference on Language Technologies and Digital Humanities, JTDH2020, 2020, Page(s) 81-86
Publisher:
Institute of Contemporary History
DOI:
10.5281/zenodo.4059710
Author(s):
Supej, Anka; Ulčar, Matej; Robnik-Šikonja, Marko; Pollak, Senja
Published in:
In Proceedings of the Joint Conference on Digital Libraries (JCDL 2020), 2020, Page(s) 93-100
Publisher:
Institute of Contemporary History
DOI:
10.5281/zenodo.4059700
Author(s):
Hargrave, David
Published in:
Masters thesis, School of Electronic Engineering and Computer Science, Queen Mary University of London, 2021
Publisher:
Queen Mary University of London
Author(s):
Carl-Gustav Linden
Published in:
Issue 1, 2020
Publisher:
Nordicom
DOI:
10.48335/9789188855350
Author(s):
Toivonen, Hannu; Boggia, Michele
Published in:
2021, ISBN 978-1-954085-13-8
Publisher:
Association for Computational Linguistics
DOI:
10.5281/zenodo.4730375
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