Browsing Fakultät für Elektrotechnik und Informatik by Subject "Natural Language Processing"

Browsing Fakultät für Elektrotechnik und Informatik by Subject "Natural Language Processing"

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  • Exploiting Rationale Data for Explainable NLP Models 
    Reimer, Maximilian (Hannover : Gottfried Wilhelm Leibniz Universität, 2021-09-15)
    In recent years, deep learning models have become very powerful – even outperforming humans on a variety of tasks. This enables more real-world applications, including also sensitive fields such as medical diagnoses or ...
  • Interpreting Text Classification with Human-Understandable Counterfactual Instances 
    Li, Teng (Hannover : Gottfried Wilhelm Leibniz Universität Hannover, 2022)
    As the omnipresent machine learning models play increasingly important roles in our society, powerful interpretation tools to uncover their black boxes are needed. On the other hand, proven by psychological study, we ...
  • Knowledge extraction from unstructured data 
    Sakor, Ahmad (Hannover : Institutionelles Repositorium der Leibniz Universität Hannover, 2023)
    Data availability is becoming more essential, considering the current growth of web-based data. The data available on the web are represented as unstructured, semi-structured, or structured data. In order to make the ...
  • Thinking outside the graph: scholarly knowledge graph construction leveraging natural language processing 
    Jaradeh, Mohamad Yaser (Hannover : Institutionelles Repositorium der Leibniz Universität Hannover, 2022-11-23)
    Despite improved digital access to scholarly knowledge in recent decades, scholarly communication remains exclusively document-based. The document-oriented workflows in science publication have reached the limits of ...

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