Auflistung nach Lizenz

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  • Automated Mining of Leaderboards for Empirical AI Research 
    Kabongo, Salomon; D’Souza, Jennifer; Auer, Sören (New York, NY : Springer, 2021)
    With the rapid growth of research publications, empowering scientists to keep an oversight over scientific progress is of paramount importance. In this regard, the leaderboards facet of information organization provides ...
  • Better Call the Plumber: Orchestrating Dynamic Information Extraction Pipelines 
    Jaradeh, Mohamad Yaser; Singh, Kuldeep; Stocker, Markus; Both, Andreas; Auer, Sören (New York, NY : Springer, 2021)
    We propose Plumber, the first framework that brings together the research community’s disjoint information extraction (IE) efforts. The Plumber architecture comprises 33 reusable components for various Knowledge Graphs ...
  • Enriching Scholarly Knowledge with Context 
    Haris, Muhammad; Stocker, Markus; Auer, Sören (New York, NY : Springer, 2022)
    Leveraging a GraphQL-based federated query service that integrates multiple scholarly communication infrastructures (specifically, DataCite, ORCID, ROR, OpenAIRE, Semantic Scholar, Wikidata and Altmetric), we develop a ...
  • Evaluating BERT-based scientific relation classifiers for scholarly knowledge graph construction on digital library collections 
    Jiang, Ming; D’Souza, Jennifer; Auer, Sören; Downie, J. Stephen (Heidelberg : Springer, 2021)
    The rapid growth of research publications has placed great demands on digital libraries (DL) for advanced information management technologies. To cater to these demands, techniques relying on knowledge-graph structures are ...
  • Federating Scholarly Infrastructures with GraphQL 
    Haris, Muhammad; Farfar, Kheir Eddine; Stocker, Markus; Auer, Sören (Heidelberg : Springer, 2021)
    A plethora of scholarly knowledge is being published on distributed scholarly infrastructures. Querying a single infrastructure is no longer sufficient for researchers to satisfy information needs. We present a GraphQL-based ...
  • Integration eines digitalen Maschinenparks in ein Forschungsdatenmanagementsystem 
    Sheveleva, Tatyana; Castro, André; Oladazimi, Pooya; Koepler, Oliver; Mozgova, Iryna; Lachmayer, Roland; Auer, Sören; Altun, Osman ([o.O.] : The Design Society, 2021)
    The global trend towards comprehensive digitization of technologies in product manufacturing leadings to radical changes in engineering processes and requires a new, expanded understanding in the handling of data. Especially ...
  • „Last Man Standing“: Zur Bedeutung der Kanzlerkandidaten für das Ergebnis der Bundestagswahl 2021 
    Klein, Markus; Springer, Frederik; Kühling, Christoph (Baden-Baden : Nomos-Verl.-Ges., 2022)
    The 2021 federal election was special in several respects with regard to the role of the candidates for chancellor. For the first time, Bündnis 90/Die Grünen entered the competition with their own candidate, resulting in ...
  • MORTY: Structured Summarization for Targeted Information Extraction from Scholarly Articles 
    Jaradeh, Mohamad Yaser; Stocker, Markus; Auer, Sören (New York, NY : Springer, 2022)
    Information extraction from scholarly articles is a challenging task due to the sizable document length and implicit information hidden in text, figures, and citations. Scholarly information extraction has various applications ...
  • Open Research Knowledge Graph: A System Walkthrough 
    Jaradeh, Mohamad Yaser; Oelen, Allard; Prinz, Manuel; Stocker, Markus; Auer, Sören (New York, NY : Springer, 2019)
    Despite improved digital access to scholarly literature in the last decades, the fundamental principles of scholarly communication remain unchanged and continue to be largely document-based. Scholarly knowledge remains ...
  • Pattern-Based Acquisition of Scientific Entities from Scholarly Article Titles 
    D’Souza, Jennifer; Auer, Sören (New York, NY : Springer, 2021)
    We describe a rule-based approach for the automatic acquisition of salient scientific entities from Computational Linguistics (CL) scholarly article titles. Two observations motivated the approach: (i) noting salient aspects ...
  • Die politische Urteilsbildung der Wählerschaft im Vorfeld der Bundestagswahl 2017. Eine empirische Analyse in der Tradition von „The People’s Choice“ 
    Klein, Markus; Springer, Frederik; Masch, Lena; Ohr, Dieter; Rosar, Ulrich (Baden-Baden : Nomos-Verl.-Ges., 2019)
    Modern election research starts with the study “The People’s Choice” by Paul F. Lazarsfeld, Bernard Berelson and Hazel Gaudet (1944). Almost 75 years after the publication of this canonical work, a study was carried out ...
  • Scholarly Knowledge Extraction from Published Software Packages 
    Haris, Muhammad; Stocker, Markus; Auer, Sören (Heidelberg : Springer, 2022)
    A plethora of scientific software packages are published in repositories, e.g., Zenodo and figshare. These software packages are crucial for the reproducibility of published research. As an additional route to scholarly ...
  • SmartReviews: Towards Human- and Machine-Actionable Representation of Review Articles 
    Oelen, Allard; Stocker, Markus; Auer, Sören (New York, NY : Springer, 2021)
    Review articles are a means to structure state-of-the-art literature and to organize the growing number of scholarly publications. However, review articles are suffering from numerous limitations, weakening the impact the ...
  • SmartReviews: Towards Human- and Machine-Actionable Reviews 
    Oelen, Allard; Stocker, Markus; Auer, Sören (New York, NY : Springer, 2021)
    Review articles summarize state-of-the-art work and provide a means to organize the growing number of scholarly publications. However, the current review method and publication mechanisms hinder the impact review articles ...
  • Triple Classification for Scholarly Knowledge Graph Completion 
    Jaradeh, Mohamad Yaser; Singh, Kuldeep; Stocker, Markus; Auer, Sören (New York, NY : Association for Computing Machinery, 2021)
    structured information representing knowledge encoded in scientific publications. With the sheer volume of published scientific literature comprising a plethora of inhomogeneous entities and relations to describe scientific ...
  • Wer kandidiert für wen? Rekrutierungspotenziale politischer Parteien und kommunaler Wählergemeinschaften im Vergleich 
    Klein, Markus; Springer, Frederik; Becker, Philipp; Lüdecke, Yvonne (Baden-Baden : Nomos-Verl.-Ges., 2021)
    In Germany, there are an estimated 200,000 seats to be filled at the local level in city and municipal councils, city council assemblies, and district councils. It is of fundamental importance for the functioning of local ...