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Auflistung nach Schlagwort "domain specific"

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  • Konferenzbeitrag
    EClaiRE: Context Matters! – Comparing Word Embeddings for Relation Classification
    (INFORMATIK 2019: 50 Jahre Gesellschaft für Informatik – Informatik für Gesellschaft, 2019) Hettinger, Lena; Zehe, Albin; Dallmann, Alexander; Hotho, Andreas
    In recent years, there has been an increasing interest in the task of relation classification, which aims to label a relation between two semantic entities. In this work, we investigate how domain-specific information influences the performance of ClaiRE, an SVM-based system combining manually crafted features with word embeddings. To this end, we experiment with a wide range of word embeddings and evaluate on one general and two scientific relation classification datasets. We release all of our code for relation classification and data for scientific word embeddings to enable the reproduction of our experiments.
  • Textdokument
    A Method for Distributed and Collaborative Curation of RDF Datasets Utilizing the Quit Stack
    (INFORMATIK 2017, 2017) Arndt, Natanael; Radtke, Norman
    Knowledge engineering is becoming more and more important and collaborative approaches are promising. Especially in science, collaborative knowledge engineering on research data is a key factor for success. We propose a three layered method for distributed collaboration in curation of RDF datasets with the aim to bring domain experts into the role to command the process. The method builds on the existing infrastructure and work-flows of software engineering. By adding an RDF layer on top of the Git infrastructure, the method is flexible in its adaption to various domains using domain specific editing interfaces.