Претрага
375 items
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Part of Speech Tagging for Serbian language using Natural Language Toolkit
Ranka Stanković, Boro Milovanović (2020)Dok se razvijaju složeni algoritmi za NLP (obrada prirodnog jezika), osnovni zadaci kao što je označavanje ostaju veoma važni i još uvek izazovni. NLTK (Natural Language Toolkit) je moćna Python biblioteka za razvoj programa zasnovanih na NLP-u. Pokušavamo da iskoristimo ovu biblioteku za kreiranje PoS (vrsta reči) oznake za savremeni srpski jezik. Jedanaest različitih modela je kreirano korišćenjem NLTK API-ja za označavanje. Najbolji modeli se transformišu sa Brill tagerom da bi se poboljšala tačnost. Obučili smo modele na označenom ...... language using Natural Language Toolkit Ranka Stanković, Boro Milovanović Дигитални репозиторијум Рударско-геолошког факултета Универзитета у Београду [ДР РГФ] Part of Speech Tagging for Serbian language using Natural Language Toolkit | Ranka Stanković, Boro Milovanović | 7th International Conference ...
... interdisciplinary program at the University of Belgrade, Studentski trg 1, 11000 Belgrade, Serbia (e-mail: bmilovanovic@tesla.rcub.bg.ac.rs). Ranka Stanković is with the Faculty of Mining and Geology, University of Belgrade, Djušina 7, 11000 Belgrade, Serbia (e-mail: ranka.stankovic@rgf.bg.ac.rs). [6] ...
... example of tagged tokens is given in the Part of Speech Tagging for Serbian language using Natural Language Toolkit Boro Milovanović, Ranka Stanković AII 1.1.1 Table II. Every row contains 5 tab-separated values, that are described below. TABLE II DATASET EXAMPLE ROWS SentenceId Token ...Ranka Stanković, Boro Milovanović. "Part of Speech Tagging for Serbian language using Natural Language Toolkit" in 7th International Conference on Electrical, Electronic and Computing Engineering IcETRAN 2020, Academic Mind, Belgrade (2020)
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Old or New, We Repair, Adjust and Alter (Texts)
Cvetana Krstev, Ranka Stanković (2020)U ovom radu predstavljamo kako se e-rečnici i kaskade transduktora konačnih stanja implementirani u alatu Unitex mogu koristiti za rešavanje tri problema transformacije teksta: ispravljanje tekstova nakon OCR-a, vraćanje dijakritičkih znakova i prebacivanje između različitih jezičkih varijanti.ispravka teksta, OCR greške, restauracija dijakritika , jezičke varijante, elektronski rečnik, transduktori konačnih stanja... We Repair, Adjust and Alter (Texts) Cvetana Krstev, Ranka Stanković Дигитални репозиторијум Рударско-геолошког факултета Универзитета у Београду [ДР РГФ] Old or New, We Repair, Adjust and Alter (Texts) | Cvetana Krstev, Ranka Stanković | Infotheca | 2020 | | 10.18485/infotheca.2019.19.2.3 http://dr ...Cvetana Krstev, Ranka Stanković. "Old or New, We Repair, Adjust and Alter (Texts)" in Infotheca, Faculty of Philology, University of Belgrade (2020). https://doi.org/10.18485/infotheca.2019.19.2.3
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Using Query Expansion for Cross-Lingual Mathematical Terminology Extraction
Velislava Stoykova, Ranka Stanković (2018)Velislava Stoykova, Ranka Stanković. "Using Query Expansion for Cross-Lingual Mathematical Terminology Extraction" in Advances in Intelligent Systems and Computing, Springer International Publishing (2018). https://doi.org/10.1007/978-3-319-91189-2_16
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Fourth Summer Datathon on Linguistic Linked Open Data
Tijana Radović, Ranka Stanković (2023)The 4th Summer Datathon on Linguistic Linked Open Data (SD-LLOD-22) was held in Spain, in Cersedilla near Madrid, in May 2022, and organized by the COST Action NexusLinguarum. The school gathered interested researchers, academics, students who wanted to acquire and/or expand their knowledge in the field of linguistic linked data science. During the school, a spectrum of topics from the field of linked data was presented, from various ontologies, through document integration, annotation and natural language text processing tools ...Tijana Radović, Ranka Stanković. "Fourth Summer Datathon on Linguistic Linked Open Data" in Infotheca, Faculty of Philology, University of Belgrade (2023). https://doi.org/10.18485/infotheca.2023.23.1.6
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Production of electricity from coal-fired power plants and accompanying CO2 emissions: comparison of EU-27 and US
Even in the third decade of the 21st century, large power plants are still responsible for more than half of the electricity production in Europe and US. They predominantly use fossil fuels in their work, which results in the emission of pollutants into the air, soil and water. In addition to the production of electric energy, fossil fuels, including coal, are used for industrial purposes. Although the use of coal, especially in the countries of the European Union, is ...... CO» emissions in the 20 thermal power plants in Europe and US, which are the largest emitters, are shown in Table 2. The thermal power plants Nikola Tesla, Serbia, which are positioned in the 4th place in terms of absolute and specific emissions, have been singled out for the purpose of comparison ...
... Germany | Norh Rhine- | 5500 Lignite 3800 5,82 31300 0,71 Westphalia James H US Alabama 20834 | Subbituminous | _ 2822 7,38 20529 LOI Miller Jr Nikola Tesla? Serbia Belgrade 17464 Lignite 3036 5,75 7623 0,99 Niederaussem | Germany | Norh Rhine- | 60g Lignite 3021 5,33 24500 0,66 Westphalia Kozienice ...
... CO» emission in the largest power plants in Europe and US for the period 2010-2021, with projections till 2050, are shown in Figure 7. 2 The Nikola Tesla power plant is in Serbia, which is not a member of the EU-27, but is one of the largest emitters of CO> in Europe Table 3. CO;» emissions ...Uroš Djorgovski, Aleksandar Madžarević, Predrag Jovančić. "Production of electricity from coal-fired power plants and accompanying CO2 emissions: comparison of EU-27 and US" in International Conference on Global Energy and Climate Change - ICGRECC-23, New York, 2023, Research Galery- Science Leagues (2023)
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Projection of SO2 emissions in coal power plants in Serbia
Aleksandar Madžarević, Predrag Jovančić, Stevan Đenadić, Filip Miletić, Miodrag Ristović, Miroslav Crnogorac (2023)The production of electricity in the countries of South-Eastern Europe (SEE) was mainly related to the use of coal, predominantly lignite. The total installed capacity of thermal power plants using coal in these seven countries is 17.813 MW, distributed in 31 thermoblocks. The mentioned plants are the dominant pollutant emitters in all observed countries. Data on the largest emitters in the countries of the European Union and a comparison with SEE countries were collected. The calculation of emissions of ...... Rom4 - Rovinari TPP: 990 MW Rom5 - Turceni TPP: 990 MW Rom6 - Craiova II TPP: 300 MW - Isalnita TPP: 315 MW Rom?7 - Govora TPP: 100 MW Srb1 - Nikola Tesla A, B TPP: 3036 MW Srb2 - Kolubara A TPP: 239 MW Srb3 - Kostolac A, B TPP: 1010 MW Srb4 - Morava TPP: 120 MW. Figure 1. Region SEE with ...
... Top 5 emitters SO, by Europe in 2021 [11, 12, 13] SO> Installed Power plant emissions power Generation | Relation [kt] [MW] [TWh] [ktSO2/TWh] Nikola Tesla | Serbia Lignite Bitola North Macedonia Lignite Kakanj Bosnia&Hercegovina Lignite Ugljevik Bosnia&Hercegovina Lignite Kostolac Serbia ...Aleksandar Madžarević, Predrag Jovančić, Stevan Đenadić, Filip Miletić, Miodrag Ristović, Miroslav Crnogorac. "Projection of SO2 emissions in coal power plants in Serbia" in 9th International Conference Mining and environmental protection, Sokobanja 24-27th May 2023., Belgrade : University of Belgrade, Faculty of Mining and Geology (2023)
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Praktikum za vežbe iz Informatike 1
Ranka Stanković, Ivan Obradović, Olivera Kitanović, Mirjana Banković. Praktikum za vežbe iz Informatike 1, Beograd : Univerzitet u Beogradu, Rudarsko-geološki fakultet, 2014
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Rečnik geoloških termina i pojmova geološkog informacionog sistema Srbije (Glossary of geological terms and concepts of geological information system of Serbia)
Trivić Branislav, Blagojević Branislav, Stanković Ranka. Rečnik geoloških termina i pojmova geološkog informacionog sistema Srbije (Glossary of geological terms and concepts of geological information system of Serbia), Beograd,Srbija:Ministarstvo životne sredine, rudarstva i prostornog planiranja, 2011
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Речник САНУ као база терминолошких речника (на примеру речника кулинарства)
... кулинарства) Рада Стијовић, Олга Сабо, Ранка Станковић Дигитални репозиторијум Рударско-геолошког факултета Универзитета у Београду [ДР РГФ] Речник САНУ као база терминолошких речника (на примеру речника кулинарства) | Рада Стијовић, Олга Сабо, Ранка Станковић | Словенска терминологија данас | 2017 | ...
... (слика 2), (Станковић и други, 2016). Слика 2. Процес аутоматске екстракција и лематизације термина Систем се ослања на карактеристике Unitex-а за анализу текста и израду коначних трансдуктора, као и на бројне функционалности LeXimir-а у производњи лема у стандардним форматима (Станковић и други ...
... 6. Ranka Stanković, Cvetana Krstev, Ivan Obradović, Biljana Lazić and Aleksandra Trtovac. „Rule based automatic multi-word term extraction and lemmatization.” In: 10th edition of the Language Resources and Evaluation Conference (LREC), 23-28 May 2016, Portorož. 7. Ranka Stanković, Ivan Obradović ...Рада Стијовић, Олга Сабо, Ранка Станковић. "Речник САНУ као база терминолошких речника (на примеру речника кулинарства)" in Словенска терминологија данас, Београд : Српска академија наука и уметности (2017)
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An Approach to Development of Bilingual Lexical Resources
... Development of Bilingual Lexical Resources Stanković Ranka, Obradović Ivan, Trtovac Aleksandra Дигитални репозиторијум Рударско-геолошког факултета Универзитета у Београду [ДР РГФ] An Approach to Development of Bilingual Lexical Resources | Stanković Ranka, Obradović Ivan, Trtovac Aleksandra | ...
... publications. - The Repository is available at: www.dr.rgf.bg.ac.rs 101 An Approach to Development of Bilingual Lexical Resources Ranka Stanković University of Belgrade Faculty of Mining and Geology Đušina 7, Belgrade Serbia +381 11 3219 148 ranka@rgf.bg.ac.rs Ivan Obradović University ...
... handled by a web service (wsQueryExpand.asmx), which is part of the LeXimir software package, a multipurpose tool also developed by the HLT Group [Stanković et al., 2011]. The web service invokes LeXimir’s function library LeXimirCore, whose functions expand the query, using available lexical resources ...Stanković Ranka, Obradović Ivan, Trtovac Aleksandra. "An Approach to Development of Bilingual Lexical Resources" in Proceedings of the Fifth Balkan Conference in Informatics BCI 2012, Workshop on Computational Linguistics and Natural Language Processing of Balkan Languages – CLoBL 2012, September 2012, Novi Sad : BCI (2012)
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A Description of Morphological Features of Serbian: a Revision using Feature System Declaration
In this paper we discuss some well-known morphological descriptions used in various projects and applications (most notably MULTEXT-East and Unitex) and illustrate the encountered problems on Serbian. We have spotted four groups of problems: the lack of a value for an existing category, the lack of a category, the interdependence of values and categories lacking some description, and the lack of a support for some types of categories. At the same time, various descriptions often describe exactly the same ...... Declaration Cvetana Krstev, Ranka Stanković, Vitas Duško Дигитални репозиторијум Рударско-геолошког факултета Универзитета у Београду [ДР РГФ] A Description of Morphological Features of Serbian: a Revision using Feature System Declaration | Cvetana Krstev, Ranka Stanković, Vitas Duško | Proceedings of ...Cvetana Krstev, Ranka Stanković, Vitas Duško. "A Description of Morphological Features of Serbian: a Revision using Feature System Declaration" in Proceedings of the 5th International Conference on Language Resources and Evaluation, LREC 2010, Valetta, Malta : European Language Resources Association (2010)
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Integrisanje alata za modeliranje ležišta u informacioni sistem za upravljanje kvalitetom uglja
Jovanović Mirjana, Tomašević Aleksandra, Stanković Ranka. "Integrisanje alata za modeliranje ležišta u informacioni sistem za upravljanje kvalitetom uglja" in 3rd International Symposium ENERGY MINING 2010, 08 - 11. September 2010., Banja Junakovic, Apatin, Serbia, :Univerzitet u Beogradu - Rudarsko-geološki fakultet (2010): 503-509
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Proširivanje upita zasnovano na leksičkim resursima
U radu je opisano kako se leksički resursi za srpski jezik i softverski alati, razvijeni u okviru Grupe za jezičke tehnologije Univerziteta u Beogradu, mogu koristiti za unapređenje postavljanja upita. Rezultati pretrage mogu biti značajno unapređeni korišćenjem različitih leksičkih resursa, kakvi su morfološki rečnici i semantičke mreže. Izloženi pristup može se iskoristiti i u Sistemu naučnih, tehnoloških i poslovnih informacija, jer je efikasno pretraživanje ovog dragocenog resursa, imajući u vidu njegovu heterogenost i obim, kao i preovladavajući tekstualni sadržaj, ...... je upita zasnovano na leksičkim resursima Ranka Stanković, Ivan Obradović, Cvetana Krstev Дигитални репозиторијум Рударско-геолошког факултета Универзитета у Београду [ДР РГФ] Proširivanje upita zasnovano na leksičkim resursima | Ranka Stanković, Ivan Obradović, Cvetana Krstev | SNTPI 09 - Nau ...
... n°32, 2007. [6] Krstev C., Stanković R., Vitas D., Obradović I., “WS4LR: A Workstation for Lexical Resources”, Proc. of the 5th International Conference on Language Resources and Evaluation, LREC 2006, Genoa, Italy, May 2006, pp. 1692- 1697. [7] Stanković R. (2008) „Improvement of geodatabase ...
... at: www.dr.rgf.bg.ac.rs PROŠIRIVANJE UPITA ZASNOVANO NA LEKSIČKIM RESURSIMA QUERY EXPANSION SUPPORTED BY LEXICAL RESORCES Ranka Stanković, Univerzitet u Beogradu, Rudarsko-geološki fakultet Ivan Obradović, Univerzitet u Beogradu, Rudarsko-geološki fakultet Cvetana Krstev, Univerzitet ...Ranka Stanković, Ivan Obradović, Cvetana Krstev. "Proširivanje upita zasnovano na leksičkim resursima" in SNTPI 09 - Naučno-stručni skup Sistem naučnih, tehnoloških i poslovnih informacija, Beograd 19. i 20. jun 2009, Beograd : Fakultet informacionih tehnologija (2009)
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GIS Application Improvement with Multilingual Lexical and Terminological Resources
... 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 ...
... (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 ...
... task. In the attempt to alleviate this problem, we have developed a procedure for automatic creation of lemmas for a given list of compounds (Stanković, 2008b). This procedure is based on rules and relies on data from morphological dictionaries of simple words. Automatic creation of lemmas ...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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Дигитална библиотека паралелизованих чланака двојезичних часописа
Крстев Цветана, Станковић Ранка, Лазић Биљана. "Дигитална библиотека паралелизованих чланака двојезичних часописа" in Међународна научна конференција Дигиталне библиотеке и дигитални архиви, 7. и 8. април 2014 године, Београд, Нови Сад, Београд:Филолошки факултет (2014): 19-20
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OER obrazovni sadržaji kao spona između akademskog i preduzetničkog znanja
... preduzetničkog znanja Ivan Obradović, Ranka Stanković, Marija Radojičić Дигитални репозиторијум Рударско-геолошког факултета Универзитета у Београду [ДР РГФ] OER obrazovni sadržaji kao spona između akademskog i preduzetničkog znanja | Ivan Obradović, Ranka Stanković, Marija Radojičić | The fifth Symposium ...
... Ivan Obradović Univerzitet u Beogradu, Rudarsko-geološki fakultet, Đušina 7, 11000, Beograd e-mail: ivan.obradovic@rgf.bg.ac.rs Ranka Stanković Univerzitet u Beogradu, Rudarsko-geološki fakultet, Đušina 7,11000, Beograd e-mail: ranka.stankovic@rgf.bg.ac.rs Marija Radojičić Univerzitet ...Ivan Obradović, Ranka Stanković, Marija Radojičić. "OER obrazovni sadržaji kao spona između akademskog i preduzetničkog znanja" in The fifth Symposium Mathematics and Applications 2014,17-18 October 2014, Belgrade V no. 1, Beograd : Matematički fakultet Univerziteta u Beogradu (2014)
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Developing Students’ Mining and Geology Vocabulary Through Flashcards and L1 in the CLIL Classroom
... Beko, Ivan Obradović, Ranka Stanković Дигитални репозиторијум Рударско-геолошког факултета Универзитета у Београду [ДР РГФ] Developing Students’ Mining and Geology Vocabulary Through Flashcards and L1 in the CLIL Classroom | Lidija Beko, Ivan Obradović, Ranka Stanković | Proceedings of the Second ...
... webpage http://geoliss.mre.gov.rs/term/. (Stanković et al 2011). Additionally, a terminological resource dubbed RudOnto has also been developed, with the aim of becoming a reference resource for mining terminology in Serbian in an e-format. (Stanković et al 2012, RADMI). As the central terminological ...
... Developing students’ mining and geology vocabulary through flashcards and L1 in the CLIL classroom Lidija Beko + Ivan Obradović ++ and Ranka Stanković ++ + Chair of Foreign Languages , University of Belgrade, Faculty of Mining and Geology, Đušina Street 7, Belgrade, Serbia, Phone: +(381) 63 888 ...Lidija Beko, Ivan Obradović, Ranka Stanković. "Developing Students’ Mining and Geology Vocabulary Through Flashcards and L1 in the CLIL Classroom" in Proceedings of the Second International Conference on Teaching English for Specific Purposes and New Language Learning Technologies, May, 22-24, 2015, Niš, Serbia, Faculty of Electronic Engineering, University of Niš, Niš : Faculty of Electronic Engineering (2015)
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A Lexical Approach to Acronyms and their Definitions
In this paper we present a comprehensive approach to acronyms for Natural-Language Processing (NLP) of Serbian texts. The proposed procedure includes extraction of acronyms and their definitions that are usual Multi-Word Units (MWUs), shallow parsing of MWUs that enables MWU lemmatization and production of entries in morphological electronic dictionaries, both for MWU and acronyms, that are provided with grammatical, syntactic, semantic and domain information. This approach enables representation that reflects complex relations between acronyms and their definitions.... their Definitions Cvetana Krstev, Duško Vitas, Ranka Stanković Дигитални репозиторијум Рударско-геолошког факултета Универзитета у Београду [ДР РГФ] A Lexical Approach to Acronyms and their Definitions | Cvetana Krstev, Duško Vitas, Ranka Stanković | Proceedings of the 7th Language & Technology Conference ...Cvetana Krstev, Duško Vitas, Ranka Stanković. "A Lexical Approach to Acronyms and their Definitions" in Proceedings of the 7th Language & Technology Conference, November 27-29, 2015, Poznań, Poland, Springer (2015)
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A WordNet Ontology in Improving Searches of Digital Dialect Dictionary
In this paper, we present a method for automatic generation of a digital resource, which connects all indirect synonyms of a dialect term to all indirect synonyms of a corresponding term in the standard language, aiming to improve the search of a digital dialect dictionary. The method uses SWRL rules defined in the Serbian WordNet ontology to identify sets of synonymous words. It also uses e-dictionaries to produce correct lemmas in standard language that users usually employ in searches. ...... Dictionary Miljana Mladenović, Ranka Stanković, Cvetana Krstev Дигитални репозиторијум Рударско-геолошког факултета Универзитета у Београду [ДР РГФ] A WordNet Ontology in Improving Searches of Digital Dialect Dictionary | Miljana Mladenović, Ranka Stanković, Cvetana Krstev | New Trends in Databases ...Miljana Mladenović, Ranka Stanković, Cvetana Krstev. "A WordNet Ontology in Improving Searches of Digital Dialect Dictionary" in New Trends in Databases and Information Systems: ADBIS 2017 Short Papers and Workshops - SW4CH (Semantic Web for Cultural Heritage) 767, Springer International Publishing (2017). https://doi.org/10.1007/978-3-319-67162-8_37
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Knowledge and Rule-Based Diacritic Restoration in Serbian
In this paper we present a procedure for the restoration of diacritics in Serbian texts written using the degraded Latin alphabet. The procedure relies on the comprehensive lexical resources for Serbian: the morphological electronic dictionaries, the Corpus of Contemporary Serbian and local grammars. Dictionaries are used to identify possible candidates for the restoration, while the dataobtainedfromSrpKorandlocalgrammarsassistsinmakingadecisionbetween several candidates in cases of ambiguity. The evaluation results reveal that,dependingonthetext,accuracyrangesfrom95.03%to99.36%,whilethe precision (average 98.93%) is always higher than the recall (average 94.94%).... Diacritic Restoration in Serbian Cvetana Krstev, Ranka Stanković, Duško Vitas Дигитални репозиторијум Рударско-геолошког факултета Универзитета у Београду [ДР РГФ] Knowledge and Rule-Based Diacritic Restoration in Serbian | Cvetana Krstev, Ranka Stanković, Duško Vitas | Proceedings of the Third International ...Cvetana Krstev, Ranka Stanković, Duško Vitas. "Knowledge and Rule-Based Diacritic Restoration in Serbian" in Proceedings of the Third International Conference Computational Linguistics in Bulgaria (CLIB 2018), May 27-29, 2018, Sofia, Bulgaria, Sofia : The Institute for Bulgarian Language Prof. Lyubomir Andreychin, Bulgarian Academy of Sciences (2018): 41-51