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1080 items
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Transformer-Based Composite Language Models for Text Evaluation and Classification
Parallel natural language processing systems were previously successfully tested on the tasks of part-of-speech tagging and authorship attribution through mini-language modeling, for which they achieved significantly better results than independent methods in the cases of seven European languages. The aim of this paper is to present the advantages of using composite language models in the processing and evaluation of texts written in arbitrary highly inflective and morphology-rich natural language, particularly Serbian. A perplexity-based dataset, the main asset for the ...Mihailo Škorić, Miloš Utvić, Ranka Stanković. "Transformer-Based Composite Language Models for Text Evaluation and Classification" in Mathematics, MDPI AG (2023). https://doi.org/10.3390/math11224660
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WS4LR - a Worksation for Lexical Resources
... Worksation for Lexical Resources Cvetana Krstev, Ranka Stanković, Duško Vitas, Ivan Obradović Дигитални репозиторијум Рударско-геолошког факултета Универзитета у Београду [ДР РГФ] WS4LR - a Worksation for Lexical Resources | Cvetana Krstev, Ranka Stanković, Duško Vitas, Ivan Obradović | Proceedings of ...
... Krstev 1 , Ranka Stanković2 , Duško Vitas 3 and Ivan Obradović2 1Faculty of Philology, Studentski trg 3, CS-11000 Belgrade, 2Faculty of Mining and Geology, Đušina 7, CS-11000 Belgrade, 3Faculty of Mathematics, Studentski trg 16, CS-11000 Belgrade E-mail: cvetana@matf.bg.ac.yu, ranka@rgf.bg.ac ...
... without their inflected forms. We plan to include these forms in the search as well. 6. Bibliographical References Courtois, B. & Silberztein, M. (eds.) (1990) Dictionnaires électroniques du français, Langue française 87, Paris: Larousse Fellbaum, C. (ed.) (1998) WordNet: An Electronic ...Cvetana Krstev, Ranka Stanković, Duško Vitas, Ivan Obradović. "WS4LR - a Worksation for Lexical Resources" in Proceedings of the Fifth Interantional Conference on Language Resources and Evaluation, Genoa, Italy, May 2006, ELRA - European Language Resources Association (2006)
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Hibridni sistem za planiranje i analizu ventilacije rudnika
... oblast hibridnih inteligentnih sistema, i korišćenje navedenih sistema za rešavanje kompleksnih problema iz oblasti predikcije aerozagađenja. Ranka M. Stanković je diplomirala na Matematičkom fakultetu, Univerziteta u Beogradu, 1988.godine. U julu 1989. godine zapošljava se na Rudarskom odseku, Rud ...
... development of hybrid intelligent systems and the use of such systems for solving complex problems in the area of air pollution prediction. Ranka M. Stanković received the B.S. degree in mathematics from University of Belgrade, Yugoslavia in 1988. In July 1989 she joined the Department of Mining ...
... analizu ventilacije rudnika Nikola Lilić, Ranka Stanković, Ivan Obradović Дигитални репозиторијум Рударско-геолошког факултета Универзитета у Београду [ДР РГФ] Hibridni sistem za planiranje i analizu ventilacije rudnika | Nikola Lilić, Ranka Stanković, Ivan Obradović | | 2000 | | http://dr.rgf ...Nikola Lilić, Ranka Stanković, Ivan Obradović. Hibridni sistem za planiranje i analizu ventilacije rudnika, Rudarsko-geološki fakultet, Univerzitet u Beogradu, 2000
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An aproach to Implementation of blended learning in a university setting
... setting Ivan Obradović, Ranka Stanković, Olivera Kitanović, Jelena Prodanović Дигитални репозиторијум Рударско-геолошког факултета Универзитета у Београду [ДР РГФ] An aproach to Implementation of blended learning in a university setting | Ivan Obradović, Ranka Stanković, Olivera Kitanović, Jelena ...
... TO IMPLEMENTATION OF BLENDED LEARNING IN A UNIVERSITY SETTING IVAN OBRADOVIĆ, RANKA STANKOVIĆ, OLIVERA KITANOVIĆ, JELENA PRODANOVIĆ, VESELIN ILIĆ University of Belgrade, Faculty of Mining and Geology, {ivano;ranka;olja;jelena.prodanovic;veselin.ilic}@rgf.bg.ac.rs Abstract: In this paper we ...
... implemented and tested and an educational ontology has been developed. Another example of integration of semantic resources in education is the M-OBLIGE model for building multitutor ontology-based learning environments [8]. The model is based on local ontologies, describing the domain of ...Ivan Obradović, Ranka Stanković, Olivera Kitanović, Jelena Prodanović . "An aproach to Implementation of blended learning in a university setting" in Proceedings of the Second International Conference on e-Learning, eLearning 2011, September 2011, Belgrade, Serbia, Belgrade : Belgrade Metropolitan University (2011)
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The Usage of Various Lexical Resources and Tools to Improve the Performance of Web Search Engines
In this paper we present how resources and tools developed within the Human Language Technology Group at the University of Belgrade can be used for tuning queries before submitting them to a web search engine. We argue that the selection of words chosen for a query, which are of paramount importance for the quality of results obtained by the query, can be substantially improved by using various lexical resources, such as morphological dictionaries and wordnets. These dictionaries enable semantic ...LR web services, MultiWord Expressions & Collocations, Information Extraction, Information Retrieval... Krstev Cvetana, Stanković Ranka, Vitas Duško, Obradović Ivan Дигитални репозиторијум Рударско-геолошког факултета Универзитета у Београду [ДР РГФ] The Usage of Various Lexical Resources and Tools to Improve the Performance of Web Search Engines | Krstev Cvetana, Stanković Ranka, Vitas Duško, Obradović ...
... Krstev, C., Stanković, R., Vitas, D., Obradović, I. (2006). WS4LR: A Workstation for Lexical Resources, Proceedings of the 5th International Conference on Language Resources and Evaluation, LREC 2006, Genoa, Italy, May 2006, pp. 1692-1697 Krstev, C., Vitas, D., Maurel, D., Tran, M. (2005). ...
... 1 , Ranka Stanković2 , Duško Vitas 3 , Ivan Obradović4 1 professor, Faculty of Philology, Belgrade, 2 assistant, Faculty of Mining and Geology, Belgrade 3 professor, Faculty of Mathematics, Belgrade, 4 professor, Faculty of Mining and Geology, Belgrade E-mail: cvetana@matf.bg.ac.yu, ranka@rgf ...Krstev Cvetana, Stanković Ranka, Vitas Duško, Obradović Ivan. "The Usage of Various Lexical Resources and Tools to Improve the Performance of Web Search Engines" in LREC 2008: Conference on Language Resources and Evaluation, Marrakesh, Morocco, May 2008, European Language Resources Association (ELRA) (2008)
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Coupling of artificial intelligence methods in the development of hybrid intelligent systems
In this paper we present an approach which couples various artificial intelligence (AI) methods in the solution of complex problems that cannot adequately be solved by a single AI method. We argue that the resulting, hybrid intelligent systems (HIS) can be successfully implemented with the use of available AI software libraries. Different coupling methods are analyzed and a classification of hybrid systems based on the chosen method is given. Two case studies of hybrid systems used in mining engineering ...hibridni inteligentni sistemi, spregnuti sistemi, metode veštačke inteligencije, rudarske primene veštačke inteligencije... hybrid intelligent systems Ranka Stanković, Ivan Obradović, Nikola Lilić Дигитални репозиторијум Рударско-геолошког факултета Универзитета у Београду [ДР РГФ] Coupling of artificial intelligence methods in the development of hybrid intelligent systems | Ranka Stanković, Ivan Obradović, Nikola Lilić ...
... Repository is available at: www.dr.rgf.bg.ac.rs COUPLING OF ARTIFICIAL INTELLIGENCE METHODS IN THE DEVELOPMENT OF HYBRID INTELLIGENT SYSTEMS Ranka Stanković, Ivan Obradović, Nikola Lilić Rudarsko-geološki fakultet Beograd Abstract: In this paper we present an approach which couples various artificial ...
... Intelligent Hybrid Systems, John Wiley & Sons. [2] Lilić N., Obradović I., Stanković R., (1997), “Ventex: An Expert System for Mine Ventilation Systems Analysis“, Mining Technology, Vol. 79, No 915, pp. 295-302. [3] Lilić N., Stanković R., Obradović I., (1998), “An Outline of a Hybrid Intelligent System ...Ranka Stanković, Ivan Obradović, Nikola Lilić. "Coupling of artificial intelligence methods in the development of hybrid intelligent systems" in X Kongres Matematičara, Matematički fakultet, Beograd (2001)
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Ventex: an expert system for mine ventilation systems analysis
roblems relating to mine ventilation systems analysis are usually of a very complex nature. They involve the estimation of numerous interdependent parameters pertaining to the network status, ventilation status, ventilation system stability, air current losses, climate conditions, gas state, fire risk and dangerous dust pollution risk. The solution to these problems relies, to a great extent, on numerical methods. With the development of computer technology these methods were incorporated as numerical routes in software packages, such as the mine ...Nikola Lilić, Ranka Stanković, Ivan Obradović. "Ventex: an expert system for mine ventilation systems analysis" in Mining Technology, United Kingdom (1997)
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Development and Evaluation of Three Named Entity Recognition Systems for Serbian - The Case of Personal Names
In this paper we present a rule- and lexicon-based system for the recognition of Named Entities (NE) in Serbian news paper texts that was used to prepare a gold standard annotated with personal names. It was further used to prepare training sets for four different levels of annota tion, which were further used to train two Named Entity Recognition (NER) sys tems: Stanford and spaCy. All obtained models, together with a rule- and lexicon based system were evaluated on ...... Cvetana Krstev, Ranka Stanković Дигитални репозиторијум Рударско-геолошког факултета Универзитета у Београду [ДР РГФ] Development and Evaluation of Three Named Entity Recognition Systems for Serbian - The Case of Personal Names | Branislava Šandrih, Cvetana Krstev, Ranka Stanković | Proceedings - ...
... rs Cvetana Krstev University of Belgrade Faculty of Philology Belgrade, Serbia cvetana@matf.bg.ac.rs Ranka Stanković University of Belgrade Faculty of Mining and Geology Belgrade, Serbia ranka@rgf.bg.ac.rs Abstract In this paper we present a rule- and lexicon-based system for the recognition of ...
... Franciskraljice QueenViktorije Victoria Table 1: Examples of types of personal names and their tags; M - masculine, F - feminine personal names defining different mappings of XML tags. These mappings are named and represented in Table 2. Different versions ...Branislava Šandrih, Cvetana Krstev, Ranka Stanković. "Development and Evaluation of Three Named Entity Recognition Systems for Serbian - The Case of Personal Names" in Proceedings - Natural Language Processing in a Deep Learning World, Incoma Ltd., Shoumen, Bulgaria (2019). https://doi.org/10.26615/978-954-452-056-4_122
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SrpELTeC: A Serbian Literary Corpus for Distant Reading
U članku je predstavljen SrpELTeC, korpus razvijen u okviru akcije COST Distant Reading for European Literary History (CA16204). Svi romani u SrpELTeC-u su odabrani, pripremljeni i obeleženi korišćenjem zajedničkih principa uspostavljenih za sve jezičke zbirke u Evropskoj zbirci književnog teksta (ELTeC). Navedeni su izazovi i rešenja u pripremi SrpELTeC od nule. Svi romani su ručno kodirani u TEI sa bogatim metapodacima i strukturnim napomenama. Automatska anotacija je uključivala POS-označavanje, lematizaciju i imenovane entitete, oslanjajući se na resurse za obradu ...digital humanities, Serbian literature, text corpora, distant reading , linked data, named entity recognition, text analyticsRanka Stanković, Cvetana Krstev, Duško Vitas. "SrpELTeC: A Serbian Literary Corpus for Distant Reading" in Primerjalna književnost, Research Centre of the Slovenian Academy of Sciences and Arts (2024). https://doi.org/10.3986/pkn.v47.i2.03
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Production information system of the Pljevlja coal mine
Božo Kolonja, Ranka Stanković, Filip Vuković . "Production information system of the Pljevlja coal mine" in Mine Planning and Equipment Selection 2000, Routledge (2018). https://doi.org/10.1201/9780203747124-154
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GIS Application Improvement with Multilingual Lexical and Terminological Resources
... and Terminological Resources Ranka Stanković, Ivan Obradović, Olivera Kitanović Дигитални репозиторијум Рударско-геолошког факултета Универзитета у Београду [ДР РГФ] GIS Application Improvement with Multilingual Lexical and Terminological Resources | Ranka Stanković, Ivan Obradović, Olivera Kitanović ...
... l Lexical and Terminological Resources Ranka Stanković1 , Ivan Obradović2 , Olivera Kitanović3 1 assistant professor, 2 professor, 3 researcher University of Belgrade, Faculty of Mining and Geology, Faculty of Mining and Geology E-mail: {ranka, ivano, olja}@rgf.bg.ac.rs Abstract This ...
... (Krstev et al., 2008). This tool has already been successfully used for various language processing related tasks including query expansion (Stanković, 2008a). A part of the WS4LR system is the web application WS4QE (Workstation for Query Expansion) with accompanying web services, which provide ...Ranka Stanković, Ivan Obradović, Olivera Kitanović. "GIS Application Improvement with Multilingual Lexical and Terminological Resources" in Proceedings of the 5th International Conference on Language Resources and Evaluation, LREC 2010, Valetta, Malta, May 2010, Valetta, Malta : European Language Resources Association (2010)
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Serbian ELTeC Sub-Collection in Wikidata
This paper presents an example of integration of Wikidata with digital libraries and external systems, as well as some best practices for speeding up the process of data preparation and import to Wikidata, on the use case of SrpELTeC, Serbian subcollection of the ELTeC multilingual collection (European Literary Text Collection). After preliminary work on the manual Wikidata population with SrpELTeC novels, the goal was to automate the process of preparing and importing information, so different solutions were analysed and ...Milica Ikonić Nešić, Ranka Stanković, Biljana Rujević. "Serbian ELTeC Sub-Collection in Wikidata" in Infotheca, Faculty of Philology, University of Belgrade (2021). https://doi.org/10.18485/infotheca.2021.21.2.4
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Parallel Bidirectionally Pretrained Taggers as Feature Generators
In a setting where multiple automatic annotation approaches coexist and advance separately but none completely solve a specific problem, the key might be in their combination and integration. This paper outlines a scalable architecture for Part-of-Speech tagging using multiple standalone annotation systems as feature generators for a stacked classifier. It also explores automatic resource expansion via dataset augmentation and bidirectional training in order to increase the number of taggers and to maximize the impact of the composite system, which ...Ranka Stanković, Mihailo Škorić, Branislava Šandrih Todorović. "Parallel Bidirectionally Pretrained Taggers as Feature Generators" in Applied Sciences, MDPI AG (2022). https://doi.org/10.3390/app12105028
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Fe doped TiO2 prepared by microwave-assisted hydrothermal process for removal of As(III) and As(V) from water
Anđelković Ivan B, Stanković Dalibor M, Nešić Jelena, Krstić Jugoslav B, Vulić Predrag, Manojlović Dragan D, Roglić Goran M (2014)Anđelković Ivan B, Stanković Dalibor M, Nešić Jelena, Krstić Jugoslav B, Vulić Predrag, Manojlović Dragan D, Roglić Goran M. "Fe doped TiO2 prepared by microwave-assisted hydrothermal process for removal of As(III) and As(V) from water" in Industrial and Engineering Chemistry Research 53 no. 27, Washington:American Chemical Society (2014): 10841-10848. https://doi.org/10.1021/ie500849r
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A Data Driven Approach for Raw Material Terminology
Olivera Kitanović, Ranka Stanković, Aleksandra Tomašević, Mihailo Škorić, Ivan Babić, Ljiljana Kolonja (2021)The research presented in this paper aims at creating a bilingual (sr-en), easily searchable, hypertext, born-digital, corpus-based terminological database of raw material terminology for dictionary production. The approach is based on linking dictionaries related to the raw material domain, both digitally born and printed, into a lexicon structure, aligning terminology from different dictionaries as much as possible. This paper presents the main features of this approach, data used for compilation of the terminological database, the procedure by which it has ...sirovine, rudarstvo, terminologija, rečnik, terminološka aplikacija, mobilna aplikacija, digitizacija, leksički podaci, korpusi, otvoreni povezani podaci... Olivera Kitanović, Ranka Stanković, Aleksandra Tomašević, Mihailo Škorić, Ivan Babić, Ljiljana Kolonja Дигитални репозиторијум Рударско-геолошког факултета Универзитета у Београду [ДР РГФ] A Data Driven Approach for Raw Material Terminology | Olivera Kitanović, Ranka Stanković, Aleksandra Tomašević ...
... Material Terminology Olivera Kitanović 1,*,† , Ranka Stanković 1,† , Aleksandra Tomašević 1,† , Mihailo Škorić 1,† , Ivan Babić 2,† and Ljiljana Kolonja 1,† ���������� ������� Citation: Kitanović, O; Stanković, R.; Tomašević, A.; Škorić, M.; Babić, I.; Kolonja, L. A Data Driven Approach ...
... Approach for Raw Material Terminology Olivera Kitanovié /*+®, Ranka Stankovié 1+, Aleksandra Tomagevié 1+, Mihailo Skorié 1*©®, Ivan Babié 2+ and Ljiljana Kolonja 1+ check for updates Citation: Kitanovié, O; Stankovié, R.; Tomadevicé, A.; Skorié, M.; Babié, L; Kolonja, L. A Data Driven Approach for Raw Material ...Olivera Kitanović, Ranka Stanković, Aleksandra Tomašević, Mihailo Škorić, Ivan Babić, Ljiljana Kolonja. "A Data Driven Approach for Raw Material Terminology" in Applied Sciences, MDPI AG (2021). https://doi.org/10.3390/app11072892
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Infotheca (Q25460443) in Wikidata
Ranka Stanković, Lazar Davidović (2021)Vikipodaci su baza znanja Zadužbine Vikimedija koja predstavlja zajednički izvor različitih vrsta podataka koje koriste ne samo drugi Vikipedijini projekti, već sve više i brojne aplikacije semantičkog veba. U ovom radu ćemo prezentovati primer integracije Vikipodataka sa digitalnim bibliotekama i eksternim sistemima, kao i mogućnost ubrzanja pripreme i unosa podataka na primeru radova iz časopisa za digitalnu humanistiku Infoteka.... Измењено: 2023-10-14 04:19:50 Infotheca (Q25460443) in Wikidata Ranka Stanković, Lazar Davidović Дигитални репозиторијум Рударско-геолошког факултета Универзитета у Београду [ДР РГФ] Infotheca (Q25460443) in Wikidata | Ranka Stanković, Lazar Davidović | Infotheca | 2021 | | 10.18485/infotheca.2021 ...
... example. KEYWORDS: Semantic Web, Open Linked Data, Wikidata, Infotheca, journal metadata. PAPER SUBMITTED: 24 June 2021 PAPER ACCEPTED: 16 July 2021 Ranka Stanković ranka.stankovic@rgf.bg.ac.rs University of Belgrade Faculty of Mining and Geology Belgrade, Serbia Lazar Davidović lazarmdavidovic@gmail ...
... view changed to table, timeline, graph and the like. 96 Infotheca Vol. 21, No. 1, September 2021 Professional paper led by Cvetana Krstev and Ranka Stanković. A set of metadata about the novels digitized up to the present and prepared to fit the requirements of the action was built. The work on ...Ranka Stanković, Lazar Davidović. "Infotheca (Q25460443) in Wikidata" in Infotheca, Faculty of Philology, University of Belgrade (2021). https://doi.org/10.18485/infotheca.2021.21.1.5
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BPUBS: Informacioni sistem za istražne radove ugljenih basena Srbije
Gojak Zorica, Mitrović Slobodan, Stanković Ranka, Kitanović Olivera. "BPUBS: Informacioni sistem za istražne radove ugljenih basena Srbije" in Zbornik radova V međunarodne konferencije UGALJ 2011, :Jugoslovenski komitete za površinsku eksploataciju (2011): 66-73
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Kratak pregled implementacije Geološkog informacionog sistema Srbije
Blagojević Branislav, Trivić Branislav, Stanković Ranka, Banjac Nenad. "Kratak pregled implementacije Geološkog informacionog sistema Srbije" in Zapisnici Srpskog geološkog društva za 2007.godinu, Beograd:Beograd (2008): 37-42
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Upravljanje kvalitetom uglja na površinskim kopovima Tamnava
Kolonja Božo, Ignjatović Dragan, Stanković Ranka, Stevanović Dejan. "Upravljanje kvalitetom uglja na površinskim kopovima Tamnava" in MAREN - multimedijalni zbornik prezentacija, :Univerzitet u Beogradu - Rudarsko-geološki fakultet (2011)
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Geobaza za rudnike sa površinskom eksploatacijom
Tomašević Aleksandra, Stanković Ranka, Kolonja Ljiljana, Lilić Nikola. "Geobaza za rudnike sa površinskom eksploatacijom" in Zbornik radova X međunarodna konferencija o površinskoj eksploataciji - OMC , 2012, :Izdavač Jugoslovenski komitet za površinsku eksploataciju (2012): 341-351