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Natural Language Processing and Information Systems

27th International Conference on Applications of Natural Language to Information Systems, NLDB 2022, Valencia, Spain, June 15–17, 2022, Proceedings

Conference proceedings info: NLDB 2022.

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Table of contents (48 papers)

  1. Front Matter

    Pages i-xv
  2. Sentiment Analysis and Social Media

    1. Front Matter

      Pages 1-1
    2. An Ensemble Approach for Dutch Cross-Domain Hate Speech Detection

      • Ilia Markov, Ine Gevers, Walter Daelemans
      Pages 3-15
    3. Convolutional Graph Neural Networks for Hate Speech Detection in Data-Poor Settings

      • Gretel Liz De la Peña Sarracén, Paolo Rosso
      Pages 16-24
    4. Network Analysis of German COVID-19 Related Discussions on Telegram

      • Valentin Peter, Ramona Kühn, Jelena Mitrović, Michael Granitzer, Hannah Schmid-Petri
      Pages 25-32
  3. Text Classification

    1. Front Matter

      Pages 33-33
    2. Using Pseudo-Labelled Data for Zero-Shot Text Classification

      • Congcong Wang, Paul Nulty, David Lillis
      Pages 35-46
    3. On-Device Language Detection and Classification of Extreme Short Text from Calendar Titles Across Languages

      • Rajasekhara Reddy Duvvuru Muni, Devanand Jayakumar, Tadi Venkata Sivakumar, ChangKu Lee, YoungHa Hwang, Karthikeyan Kumaraguru
      Pages 47-59
    4. Transformer-Based Models for the Automatic Indexing of Scientific Documents in French

      • José Ángel González, Davide Buscaldi, Emilio Sanchis, Lluís-F. Hurtado
      Pages 60-72
    5. Uncertainty Detection in Historical Databases

      • Wissam Mammar Kouadri, Jacky Akoka, Isabelle Comyn-Wattiau, Cedric du Mouza
      Pages 73-85
    6. Active Few-Shot Learning with FASL

      • Thomas Müller, Guillermo Pérez-Torró, Angelo Basile, Marc Franco-Salvador
      Pages 98-110
    7. Identifying Fake News in Brazilian Portuguese

      • Marcelo Fischer, Rejwanul Haque, Paul Stynes, Pramod Pathak
      Pages 111-118
    8. Unsupervised Ranking and Aggregation of Label Descriptions for Zero-Shot Classifiers

      • Angelo Basile, Marc Franco-Salvador, Paolo Rosso
      Pages 119-126
    9. Metric Learning and Adaptive Boundary for Out-of-Domain Detection

      • Petr Lorenc, Tommaso Gargiani, Jan Pichl, Jakub Konrád, Petr Marek, Ondřej Kobza et al.
      Pages 127-134
  4. Applications

    1. Front Matter

      Pages 145-145
    2. Extracting and Understanding Call-to-actions of Push-Notifications

      • Beatriz Esteves, Kieran Fraser, Shridhar Kulkarni, Owen Conlan, Víctor Rodríguez-Doncel
      Pages 147-159
    3. Automated Bug Triaging in a Global Software Development Environment: An Industry Experience

      • Arthur Batista, Fabricio D’Morison Marinho, Thiago Rocha, Wilson Oliveira Neto, Giovanni Antonaccio, Tainah Chaves et al.
      Pages 160-171
    4. Linguistically Enhanced Text to Sign Gloss Machine Translation

      • Santiago Egea Gómez, Luis Chiruzzo, Euan McGill, Horacio Saggion
      Pages 172-183

Other Volumes

  1. Natural Language Processing and Information Systems

    27th International Conference on Applications of Natural Language to Information Systems, NLDB 2022, Valencia, Spain, June 15–17, 2022, Proceedings

About this book

This book constitutes the refereed proceedings of the 27th International Conference on Applications of Natural Language to Information Systems, NLDB 2022, held in Valencia, Spain in June 2022.

The 28 full papers and 20 short papers were carefully reviewed and selected from 106 submissions. The papers are organized in the following topical sections: Sentiment Analysis and Social Media; Text Classification; Applications; Argumentation; Information Extraction and Linking; User Profiling; Semantics; Language Resources and Evaluation.

Keywords

  • artificial intelligence
  • computational linguistics
  • computer systems
  • correlation analysis
  • data mining
  • information retrieval
  • linguistics
  • machine learning
  • Natural Language Processing (NLP)
  • natural languages
  • pattern recognition
  • signal processing
  • speech analysis
  • speech recognition
  • text processing

Editors and Affiliations

  • Universitat Politècnica de València, Valencia, Spain

    Paolo Rosso

  • University of Turin, Torino, Italy

    Valerio Basile

  • Universidad Nacional de Educación a Distancia, Madrid, Spain

    Raquel Martínez

  • Conservatoire National des Arts et Métiers, Paris, France

    Elisabeth Métais

  • University of Derby, Derby, UK

    Farid Meziane

Bibliographic Information

Buying options

eBook USD 79.99
Price excludes VAT (USA)
  • ISBN: 978-3-031-08473-7
  • 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)