• Refine your search:
  • 
    Keyword
  • 
    Creator / Publisher:
    
    • Jaworek, Robert (12)
    • Vanderfeesten, Maurice (12)
    • The Pennsylvania State University CiteSeerX Archives (8)
    • CHORNA, N.P. (4)
    • CHORNYI, R.S. (4)
    • Keßler, Lennart (3)
    • Androutsopoulos, Jannis (2)
    • BRAHILEVYCH, H.M. (2)
    • Bilbeny, Norbert, 1953- (2)
    • Bührig, Kristin (2)
    •   more
  • 
    Year
  • 
    Medium
  • 
    Type
  • 
    BLLDB-Access:
    • free (181)
    • subject to license (0)

Search in the Catalogues and Directories

All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Page: 1 2 3 4 5...10 Hits 1 – 20 of 181 1 Strategic business management in toursim ... BRAHILEVYCH, H.M.; VOITENKO, O.A.. - : Zenodo, 2022 BASE Show details 2 Strategic business management in toursim ... BRAHILEVYCH, H.M.; VOITENKO, O.A.. - : Zenodo, 2022 BASE Show details 3 Dialectical Analysis of Sustainability Assessment Framework in India for Agenda 2030 ... Neeharika Kushwaha, Charu Nangia. - : TuEngr Group, 2022 BASE Show details 4 AI for mapping multi-lingual academic papers to the United Nations' Sustainable Development Goals (SDGs) ... Vanderfeesten, Maurice; Jaworek, Robert; Keßler, Lennart. - : Zenodo, 2022 BASE Show details 5 AI for mapping multi-lingual academic papers to the United Nations' Sustainable Development Goals (SDGs) ... Vanderfeesten, Maurice; Jaworek, Robert. - : Zenodo, 2022 Abstract: PLEASE GO TO LATEST VERSION In this report we demonstrate how we made the multi-lingual text classifier to match research papers to the Sustainable Development Goals (SDGs) of the United Nations. We trained the BERT multi-language model to classify the 169 individual SDG Targets, based on the English abstracts in the corpus of 1.4 million research papers. We gathered that data using Scopus with the Aurora SDG Query model v5, which has an evaluated average precision of 70% and recall of 14%. This is a follow-up project of the query based Aurora SDG classification model v5. The purpose of this project is to try and tackle several issues: 1. to label also research output to an SDG that is written in a non-english language, 2. to include papers that use other terms than the exact terms used in keyword searches, 3. to have a classification model that works independent from any other database specific query language. In this report we show how we decided to use the abstracts only and the mBERT model to train the ... : Acknowledgements Many thanks to Maéva Vignes from University of South Denmark, to allow us to use their UCloud HPC facilities and budget to train the mBERT models on their GPU's. Funded by Funded by European Commission, Project ID: 101004013, Call: EAC-A02-2019-1, Programme: EPLUS2020, DG/Agency: EACEA Read more [ Project website | Zenodo Community | Github ] Change log 2022-02-01 | v0.7.2 | changed download urls for SDG 11 to latest version 2 (adding 3 missing target models) in SDGs_many_BERTs_models_download_urls.xslx 2022-02-01 | v0.7.1 | added files SDGs_many_BERTs_models_download_urls.xslx and .csv, I forgot to upload in version 0.7 2022-02-01 | v0.7 | changed files SDGs_many_BERTs_models_download_urls.xslx and .csv to match URLs of new version dataset SDG-Goals-Only models, which now separates files of the models, instead of one big .zip file. 2021-12-06 | v0.6 | added URL to SDG-Goals-Only models in second line of file SDGs_many_BERTs_models_download_urls.csv. 2021-12-06 | v0.5 | added report and ... Keyword: BERT; Machine Learning; Mapping; multi-lingual; Research output; Scientific publications; SDGs; Sustainable Development Goals URL: https://zenodo.org/record/5939866 https://dx.doi.org/10.5281/zenodo.5939866 BASE Hide details 6 AI for mapping multi-lingual academic papers to the United Nations' Sustainable Development Goals (SDGs) ... Vanderfeesten, Maurice; Jaworek, Robert; Keßler, Lennart. - : Zenodo, 2022 BASE Show details 7 AI for mapping multi-lingual academic papers to the United Nations' Sustainable Development Goals (SDGs) ... Vanderfeesten, Maurice; Jaworek, Robert; Keßler, Lennart. - : Zenodo, 2022 BASE Show details 8 Drei Beiträge zur Nachhaltigkeitsberichterstattung ... Danisch, Christian. - : Bergische Universität Wuppertal, 2022 BASE Show details 9 Effects of Task Complexity on Linguistic Complexity for Sustainable EFL Writing Skills Development Liping Wang; Chunlan Jin In: Sustainability; Volume 14; Issue 8; Pages: 4791 (2022) BASE Show details 10 Towards a Sustainable Multidimensional Approach to English Proficiency Proof in the Post-Pandemic Era: Learning from the Legacy of COVID-19 Mingwei Pan; Jian Tao In: Sustainability; Volume 14; Issue 9; Pages: 5568 (2022) BASE Show details 11 The Role of Artificial Intelligence and Machine Learning Amid the COVID-19 Pandemic: What Lessons Are We Learning on 4IR and the Sustainable Development Goals David Mhlanga In: International Journal of Environmental Research and Public Health; Volume 19; Issue 3; Pages: 1879 (2022) BASE Show details 12 The Sustainable Development of Intangible Cultural Heritage with AI: Cantonese Opera Singing Genre Classification Based on CoGCNet Model in China Qiao Chen; Wenfeng Zhao; Qin Wang; Yawen Zhao In: Sustainability; Volume 14; Issue 5; Pages: 2923 (2022) BASE Show details 13 Exploring Structural Relationships in Attracting and Retaining International Students in STEM for Sustainable Development of Higher Education Dian-Fu Chang; Kuo-Yin Lee; Chun-Wen Tseng In: Sustainability; Volume 14; Issue 3; Pages: 1267 (2022) BASE Show details 14 Sustainable Entrepreneurship for Business Opportunity Recognition: Analysis of an Awareness Questionnaire among Organisations Helena Fidlerová; Augustín Stareček; Natália Vraňaková; Cagri Bulut; Michael Keaney In: Energies; Volume 15; Issue 3; Pages: 849 (2022) BASE Show details 15 Seleção de projetos de mobilidade urbana: uma abordagem multicritério ; Selection of urban mobility projects: a multi-criteria approach Silva, Rodrigo Rodrigues da. - : Universidade Tecnológica Federal do Paraná, 2022. : Pato Branco, 2022. : Brasil, 2022. : Programa de Pós-Graduação em Engenharia de Produção e Sistemas, 2022. : UTFPR, 2022 BASE Show details 16 Drei Beiträge zur Nachhaltigkeitsberichterstattung Danisch, Christian. - 2022 BASE Show details 17 Teaching and Learning Multiple Varieties of a Foreign Language for Sustainable Multilingual Education Xu, Hao; Shan, Zhibin In: ISSN: 2071-1050 ; Sustainability ; https://hal.sorbonne-universite.fr/hal-03335951 ; Sustainability, MDPI, 2021, 13 (14), pp.8004. ⟨10.3390/su13148004⟩ (2021) BASE Show details 18 Dataset of search queries to map scientific publications to the UN Sustainable Development Goals Bordignon, Frédérique In: ISSN: 2352-3409 ; Data in Brief ; https://hal-enpc.archives-ouvertes.fr/hal-03105088 ; Data in Brief, Elsevier, 2021, 34, pp.106731. ⟨10.1016/j.dib.2021.106731⟩ (2021) BASE Show details 19 MANAGEMENT OF TERRITORIAL SOCIO-ECONOMIC SYSTEMS FUNCTIONING AND DEVELOPMENT ... Chykivchuk Vladyslav; Kucherenko Svitlana. - : Zenodo, 2021 BASE Show details 20 Conceptual and methodological principles of business process management at the enterprise ... KLYMCHUK, M.M.. - : Zenodo, 2021 BASE Show details Page: 1 2 3 4 5...10

Mobile view All Catalogues UB Frankfurt Linguistik 0 IDS Mannheim 0 OLC Linguistik 0 UB Frankfurt Retrokatalog 0 DNB Subject Category Language 0 Institut für Empirische Sprachwissenschaft 0 Leibniz-Centre General Linguistics (ZAS) 0 Bibliographies BLLDB 0 BDSL 0 IDS Bibliografie zur deutschen Grammatik 0 IDS Bibliografie zur Gesprächsforschung 0 IDS Konnektoren im Deutschen 0 IDS Präpositionen im Deutschen 0 IDS OBELEX meta 0 MPI-SHH Linguistics Collection 0 MPI for Psycholinguistics 1 Linked Open Data catalogues Annohub 0 Online resources Link directory 0 Journal directory 0 Database directory 0 Dictionary directory 0 Open access documents BASE 180 Linguistik-Repository 0 IDS Publikationsserver 0 Online dissertations 0 Language Description Heritage 0