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Natural Language Processing and Information Systems

26th International Conference on Applications of Natural Language to Information Systems, NLDB 2021, Saarbrücken, Germany, June 23–25, 2021, Proceedings

Conference proceedings info: NLDB 2021.

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Table of contents (33 papers)

  1. Front Matter

    Pages i-xiv
  2. The Role of Learning

    1. Front Matter

      Pages 1-1
    2. Scaling Federated Learning for Fine-Tuning of Large Language Models

      • Agrin Hilmkil, Sebastian Callh, Matteo Barbieri, Leon René Sütfeld, Edvin Listo Zec, Olof Mogren
      Pages 15-23
    3. Overcoming the Knowledge Bottleneck Using Lifelong Learning by Social Agents

      • Sergei Nirenburg, Marjorie McShane, Jesse English
      Pages 24-29
  3. Methodological Approaches

    1. Front Matter

      Pages 31-31
    2. Word Embedding-Based Topic Similarity Measures

      • Silvia Terragni, Elisabetta Fersini, Enza Messina
      Pages 33-45
    3. Mixture Variational Autoencoder of Boltzmann Machines for Text Processing

      • Bruno Guilherme Gomes, Fabricio Murai, Olga Goussevskaia, Ana Paula Couto da Silva
      Pages 46-56
    4. A Modular Approach for Romanian-English Speech Translation

      • Andrei-Marius Avram, Vasile Păiş, Dan Tufiş
      Pages 57-63
    5. NumER: A Fine-Grained Numeral Entity Recognition Dataset

      • Thanakrit Julavanich, Akiko Aizawa
      Pages 64-75
    6. Cross-Domain Transfer of Generative Explanations Using Text-to-Text Models

      • Karl Fredrik Erliksson, Anders Arpteg, Mihhail Matskin, Amir H. Payberah
      Pages 76-89
  4. Semantic Relations

    1. Front Matter

      Pages 91-91
    2. Multilevel Entity-Informed Business Relation Extraction

      • Hadjer Khaldi, Farah Benamara, Amine Abdaoui, Nathalie Aussenac-Gilles, EunBee Kang
      Pages 105-118
    3. The Importance of Character-Level Information in an Event Detection Model

      • Emanuela Boros, Romaric Besançon, Olivier Ferret, Brigitte Grau
      Pages 119-131
  5. Classification

    1. Front Matter

      Pages 133-133
    2. Sequence-Based Word Embeddings for Effective Text Classification

      • Bruno Guilherme Gomes, Fabricio Murai, Olga Goussevskaia, Ana Paula Couto da Silva
      Pages 135-146
    3. Multiword Expression Features for Automatic Hate Speech Detection

      • Nicolas Zampieri, Irina Illina, Dominique Fohr
      Pages 156-164
    4. Semantic Text Segment Classification of Structured Technical Content

      • Julian Höllig, Philipp Dufter, Michaela Geierhos, Wolfgang Ziegler, Hinrich Schütze
      Pages 165-177

Other Volumes

  1. Natural Language Processing and Information Systems

    26th International Conference on Applications of Natural Language to Information Systems, NLDB 2021, Saarbrücken, Germany, June 23–25, 2021, Proceedings

About this book

This book constitutes the refereed proceedings of the 26th International Conference on Applications of Natural Language to Information Systems, NLDB 2021, held online in July 2021.

The 19 full papers and 14 short papers were carefully reviewed and selected from 82 submissions. The papers are organized in the following topical sections: role of learning; methodological approaches; semantic relations; classification; sentiment analysis; social media; linking documents; multimodality; applications.

Keywords

  • artificial intelligence
  • classification
  • computational linguistics
  • data mining
  • databases
  • information retrieval
  • machine learning
  • Natural Language Processing
  • natural languages
  • network protocols
  • neural networks
  • NLP
  • ontologies
  • semantics
  • sentiment analysis
  • signal processing
  • text processing

Editors and Affiliations

  • Conservatoire National des Arts et Métiers, Paris, France

    Elisabeth Métais

  • University of Derby, Derby, UK

    Farid Meziane

  • German Research Center for Artificial Intelligence, Saarbrücken, Germany

    Helmut Horacek

  • University of Hertfordshire, Hatfield, UK

    Epaminondas Kapetanios

Bibliographic Information

Buying options

eBook USD 79.99
Price excludes VAT (USA)
  • ISBN: 978-3-030-80599-9
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book USD 99.99
Price excludes VAT (USA)