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  • © 2022

Experimental IR Meets Multilinguality, Multimodality, and Interaction

13th International Conference of the CLEF Association, CLEF 2022, Bologna, Italy, September 5–8, 2022, Proceedings

Conference proceedings info: CLEF 2022.

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Table of contents (31 papers)

  1. Front Matter

    Pages i-xx
  2. Full Papers

    1. Front Matter

      Pages 1-1
    2. Tracking News Stories in Short Messages in the Era of Infodemic

      • Guillaume Bernard, Cyrille Suire, Cyril Faucher, Antoine Doucet, Paolo Rosso
      Pages 18-32
    3. Leveraging Wikipedia Knowledge for Distant Supervision in Medical Concept Normalization

      • Annisa Maulida Ningtyas, Alaa El-Ebshihy, Guntur Budi Herwanto, Florina Piroi, Allan Hanbury
      Pages 33-47
    4. Noise-Reduction for Automatically Transferred Relevance Judgments

      • Maik Fröbe, Christopher Akiki, Martin Potthast, Matthias Hagen
      Pages 48-61
    5. The Effect of Prolonged Exposure to Online Education on a Classroom Search Companion

      • Mohammad Aliannejadi, Theo Huibers, Monica Landoni, Emiliana Murgia, Maria Soledad Pera
      Pages 62-78
  3. Short Papers

    1. Front Matter

      Pages 103-103
    2. Business Document Information Extraction: Towards Practical Benchmarks

      • Matyáš Skalický, Štěpán Šimsa, Michal Uřičář, Milan Šulc
      Pages 105-117
    3. An Analysis of Logic Rule Dissemination in Sentiment Classifiers

      • Shashank Gupta, Mohamed Reda Bouadjenek, Antonio Robles-Kelly
      Pages 118-124
    4. Using Entities in Knowledge Graph Hierarchies to Classify Sensitive Information

      • Erlend Frayling, Craig Macdonald, Graham McDonald, Iadh Ounis
      Pages 125-132
  4. Best of 2021 Labs

    1. Front Matter

      Pages 133-133
    2. Evaluating Research Dataset Recommendations in a Living Lab

      • Jüri Keller, Leon Paul Mondrian Munz
      Pages 135-148
    3. Analysing Moral Beliefs for Detecting Hate Speech Spreaders on Twitter

      • Mirko Lai, Marco Antonio Stranisci, Cristina Bosco, Rossana Damiano, Viviana Patti
      Pages 149-161
    4. Query Expansion, Argument Mining and Document Scoring for an Efficient Question Answering System

      • Alaa Alhamzeh, Mohamed Bouhaouel, Előd Egyed-Zsigmond, Jelena Mitrović, Lionel Brunie, Harald Kosch
      Pages 162-174
    5. Transformer-Encoder-Based Mathematical Information Retrieval

      • Anja Reusch, Maik Thiele, Wolfgang Lehner
      Pages 175-189
    6. ImageCLEF 2021 Best of Labs: The Curious Case of Caption Generation for Medical Images

      • Aaron Nicolson, Jason Dowling, Bevan Koopman
      Pages 190-203
    7. Data-Centric and Model-Centric Approaches for Biomedical Question Answering

      • Wonjin Yoon, Jaehyo Yoo, Sumin Seo, Mujeen Sung, Minbyul Jeong, Gangwoo Kim et al.
      Pages 204-216

Other Volumes

  1. Experimental IR Meets Multilinguality, Multimodality, and Interaction

    13th International Conference of the CLEF Association, CLEF 2022, Bologna, Italy, September 5–8, 2022, Proceedings

About this book

This book constitutes the refereed proceedings of the 13th International Conference of the CLEF Association, CLEF 2022, held in Bologna, Italy in September 2022.

The conference has a clear focus on experimental information retrieval with special attention to the challenges of multimodality, multilinguality, and interactive search ranging from unstructured to semi structures and structured data.

The 7 full papers presented together with 3 short papers in this volume were carefully reviewed and selected from 14 submissions. This year, the contributions addressed the following challenges: authorship attribution, fake news detection and news tracking, noise-detection in automatically transferred relevance judgments, impact of online education on children’s conversational search behavior, analysis of multi-modal social media content, knowledge graphs for sensitivity identification, a fusion of deep learning and logic rules for sentiment analysis, medical concept normalization and domain-specific information extraction.

In addition to this, the volume presents 7 “best of the labs” papers which were reviewed as full paper submissions with the same review criteria. 14 lab overview papers were accepted and represent scientific challenges based on new datasets and real world problems in multimodal and multilingual information access.

Keywords

  • artificial intelligence
  • computational linguistics
  • computer science
  • computer systems
  • computer vision
  • data mining
  • databases
  • education
  • engineering
  • information retrieval
  • information retrieval systems
  • internet
  • linguistics
  • machine learning
  • Natural Language Processing (NLP)
  • natural languages
  • semantics
  • signal processing
  • text processing
  • World Wide Web

Editors and Affiliations

  • University of Bologna, Forlì, Italy

    Alberto Barrón-Cedeño

  • University of Padua, Padova, Italy

    Giovanni Da San Martino, Guglielmo Faggioli, Nicola Ferro

  • University of Bologna, Bologna, Italy

    Mirko Degli Esposti

  • Instituto di Scienza e Tecnologie dell' Informazione “Alessandro Faedo”, Pisa, Italy

    Fabrizio Sebastiani

  • University of Glasgow, Glasgow, UK

    Craig Macdonald

  • University Milano-Bicocca, Milan, Italy

    Gabriella Pasi

  • TU Wien, Vienna, Austria

    Allan Hanbury

  • Leipzig University, Leipzig, Germany

    Martin Potthast

Bibliographic Information

  • Book Title: Experimental IR Meets Multilinguality, Multimodality, and Interaction

  • Book Subtitle: 13th International Conference of the CLEF Association, CLEF 2022, Bologna, Italy, September 5–8, 2022, Proceedings

  • Editors: Alberto Barrón-Cedeño, Giovanni Da San Martino, Mirko Degli Esposti, Fabrizio Sebastiani, Craig Macdonald, Gabriella Pasi, Allan Hanbury, Martin Potthast, Guglielmo Faggioli, Nicola Ferro

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-031-13643-6

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2022

  • Softcover ISBN: 978-3-031-13642-9

  • eBook ISBN: 978-3-031-13643-6

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XX, 567

  • Number of Illustrations: 23 b/w illustrations, 80 illustrations in colour

  • Topics: Natural Language Processing (NLP), Media Design, Database Management, Data Mining and Knowledge Discovery, Information Storage and Retrieval, Machine Learning

Buying options

eBook USD 79.99
Price excludes VAT (USA)
  • ISBN: 978-3-031-13643-6
  • 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)