M
Maria Berger
Publications - 9
Citations - 138
Maria Berger is an academic researcher. The author has contributed to research in topics: Language Grid & Metadata. The author has an hindex of 5, co-authored 8 publications receiving 91 citations.
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Enriching BERT with Knowledge Graph Embeddings for Document Classification
TL;DR: Building upon BERT, a deep neural language model, it is demonstrated how to combine text representations with metadata and knowledge graph embeddings, which encode author information.
Proceedings Article
European Language Grid: An Overview
Georg Rehm,Maria Berger,Ela Elsholz,Stefanie Hegele,Florian Kintzel,Katrin Marheinecke,Stelios Piperidis,Miltos Deligiannis,Dimitris Galanis,Katerina Gkirtzou,Penny Labropoulou,Kalina Bontcheva,David L. Jones,Ian Roberts,Jan Hajič,Jana Hamrlová,Lukáš Kačena,Khalid Choukri,Victoria Arranz,Andrejs Vasiļjevs,Orians Anvari,Andis Lagzdiņš,Jūlija Meļņika,Gerhard Backfried,Erinç Dikici,Miroslav Janosik,Katja Prinz,Christoph Prinz,Severin Stampler,Dorothea Thomas-Aniola,Jose Manuel Gomez-Perez,Andres Garcia Silva,Christian Berrío,Ulrich Germann,Steve Renals,Ondrej Klejch +35 more
TL;DR: The European Language Grid (ELG) project addresses this fragmentation by establishing the ELG as the primary platform for LT in Europe and will boost the Multilingual Digital Single Market towards a thriving European LT community, creating new jobs and opportunities.
Posted Content
Making Metadata Fit for Next Generation Language Technology Platforms: The Metadata Schema of the European Language Grid
Penny Labropoulou,Katerina Gkirtzou,Maria Gavriilidou,Miltos Deligiannis,Dimitrios Galanis,Stelios Piperidis,Georg Rehm,Maria Berger,Valérie Mapelli,Mickaël Rigault,Victoria Arranz,Khalid Choukri,Gerhard Backfried,José Manuel Gómez Pérez,Andres Garcia Silva +14 more
TL;DR: ELG-SHARE is presented, a rich metadata schema catering for the description of Language Resources and Technologies (processing and generation services and tools, models, corpora, term lists, etc.), as well as related entities (e.g., organizations, projects, supporting documents, etc.).
Posted Content
European Language Grid: An Overview.
Georg Rehm,Maria Berger,Ela Elsholz,Stefanie Hegele,Florian Kintzel,Katrin Marheinecke,Stelios Piperidis,Miltos Deligiannis,Dimitris Galanis,Katerina Gkirtzou,Penny Labropoulou,Kalina Bontcheva,David L. Jones,Ian Roberts,Jan Hajič,Jana Hamrlová,Lukáš Kačena,Khalid Choukri,Victoria Arranz,Andrejs Vasiļjevs,Orians Anvari,Andis Lagzdiņš,Jūlija Meļņika,Gerhard Backfried,Erinç Dikici,Miroslav Janosik,Katja Prinz,Christoph Prinz,Severin Stampler,Dorothea Thomas-Aniola,José Manuel Gómez Pérez,Andres Garcia Silva,Christian Berrío,Ulrich Germann,Steve Renals,Ondrej Klejch +35 more
TL;DR: The European Language Grid (ELG) project as discussed by the authors is a scalable cloud platform, providing, in an easy-to-integrate way, access to hundreds of commercial and non-commercial LTs for all European languages, including running tools and services as well as data sets and resources.