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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 6 7...1.024 Hits 41 – 60 of 20.480 41 AI for mapping multi-lingual academic papers to the United Nations' Sustainable Development Goals (SDGs) ... Vanderfeesten, Maurice; Jaworek, Robert; Keßler, Lennart. - : 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 2022-03-31 | v1.0 | final version of the report 2022-03-31 | v0.8 | added final draft of the report 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 ... Keyword: BERT; Machine Learning; Mapping; multi-lingual; Research output; Scientific publications; SDGs; Sustainable Development Goals URL: https://zenodo.org/record/6487606 https://dx.doi.org/10.5281/zenodo.6487606 BASE Hide details 42 Supplemental materials for paper: The Critical Review to Practical Inquiries of Action Research Framework ... sarbunan, thobias. - : Open Science Framework, 2022 BASE Show details 43 Pengembangan Lembar Kerja Peserta Didik Berbasis Etnosains Pada Mata Pelajaran IPAUntuk Meningkatkan Keterampilan Berpikir Siswa di SMP Negeri 15 Bengkulu Utara ... May Wulan Sari, Andang Sunarto. - : Zenodo, 2022 BASE Show details 44 The Relationship between Rhetoric and Some Linguistic Sciences ... Dr. Hamzah Balarabe Muhammad. - : Zenodo, 2022 BASE Show details 45 Pengembangan Lembar Kerja Peserta Didik Berbasis Etnosains Pada Mata Pelajaran IPAUntuk Meningkatkan Keterampilan Berpikir Siswa di SMP Negeri 15 Bengkulu Utara ... May Wulan Sari, Andang Sunarto. - : Zenodo, 2022 BASE Show details 46 The Relationship between Rhetoric and Some Linguistic Sciences ... Dr. Hamzah Balarabe Muhammad. - : Zenodo, 2022 BASE Show details 47 Local temporal regularities in Spanish child-directed speech ... Pérez-Navarro, Jose. - : Open Science Framework, 2022 BASE Show details 48 Drei Beiträge zur Nachhaltigkeitsberichterstattung ... Danisch, Christian. - : Bergische Universität Wuppertal, 2022 BASE Show details 49 Pre-service teachers’ attitudes toward the teaching of Mandarin in South Africa ... Ngcobo, Prof Sandiso; Makumane, Dr Makhulu. - : Mangosuthu University of Technology (MUT), 2022 BASE Show details 50 Pre-service teachers’ attitudes toward the teaching of Mandarin in South Africa ... Ngcobo, Prof Sandiso; Makumane, Dr Makhulu. - : Mangosuthu University of Technology (MUT), 2022 BASE Show details 51 Psychology of Language Teaching: A Brief Review with Sample Studies ... Ghasemi, Farshad. - : figshare, 2022 BASE Show details 52 Psychology of Language Teaching: A Brief Review with Sample Studies ... Ghasemi, Farshad. - : figshare, 2022 BASE Show details 53 Sustained musical beat perception develops into late childhood and predicts phonological abilities ... Nave, Karli. - : Open Science Framework, 2022 BASE Show details 54 Variation and variability in L2 learning trajectories: Learning the Finnish existential construction Lesonen, Sirkku; Steinkrauss, Rasmus; Suni, Minna... In: Journal of the European Second Language Association; Vol 6, No 1 (2022); 1–17 ; 2399-9101 (2022) BASE Show details 55 Parental Report via a Mobile App in the Context of Early Language Trajectories: StarWords Study Protocol. ... Mieszkowska, Karolina; Krajewski, Grzegorz; Sobota, Krzysztof. - : Apollo - University of Cambridge Repository, 2022 BASE Show details 56 Parental Report via a Mobile App in the Context of Early Language Trajectories: StarWords Study Protocol ... Mieszkowska, Karolina; Krajewski, Grzegorz; Sobota, Krzysztof. - : Apollo - University of Cambridge Repository, 2022 BASE Show details 57 Heritage Language Development and Maintenance of Heritage Speakers of Korean in Australia in Primary School Years ... Jung, Sin Ji. - : UNSW Sydney, 2022 BASE Show details 58 SPECIFICS OF SELECTION AND ORGANIZATION OF LEXICAL AND GRAMMATICAL MATERIAL IN PROFESSIONAL TEXTS ... Dyshleva, S.; Harmash, T.. - : Norwegian Journal of Development of the International Science, 2022 BASE Show details 59 Current & Future Research Directions in Singapore Mandarin ... Styles, Suzy. - : Open Science Framework, 2022 BASE Show details 60 日本語母語話者における韓国語の連結語尾「고（ko）」と「서（se）」の学習について 金 智英; Jee-young KIM. - : 神戸松蔭女子学院大学学術研究委員会, 2022 BASE Show details Page: 1 2 3 4 5 6 7...1.024

Mobile view All Catalogues UB Frankfurt Linguistik 914 IDS Mannheim 1 OLC Linguistik 1.684 UB Frankfurt Retrokatalog 0 DNB Subject Category Language 0 Institut für Empirische Sprachwissenschaft 11 Leibniz-Centre General Linguistics (ZAS) 39 Bibliographies BLLDB 9.825 BDSL 3 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 1 MPI for Psycholinguistics 151 Linked Open Data catalogues Annohub 0 Online resources Link directory 0 Journal directory 0 Database directory 0 Dictionary directory 0 Open access documents BASE 10.427 Linguistik-Repository 2 IDS Publikationsserver 0 Online dissertations 0 Language Description Heritage 0