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Natural Scientific Language Processing and Research Knowledge Graphs

First International Workshop, NSLP 2024, Hersonissos, Crete, Greece, May 27, 2024, Proceedings

  • Conference proceedings
  • Open Access
  • © 2024

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Overview

Editors:
  1. Georg Rehm

    1. Deutsches Forschungszentrum für Künstliche Intelligenz (DFKI), Berlin, Germany

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  2. Stefan Dietze

    1. GESIS Leibniz Institut für Sozialwissenschaften and Heinrich-Heine - University Düsseldorf, Cologne, Germany

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  3. Sonja Schimmler

    1. Technical University of Berlin and Fraunhofer FOKUS, Berlin, Germany

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  4. Frank Krüger

    1. Wismar University of Applied Sciences, Wismar, Germany

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  • This book is open access, which means that you have free and unlimited access

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 14770)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Included in the following conference series:

Conference proceedings info: NSLP 2024.

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About this book

This Open Access book constitutes the refereed proceedings of the First International Workshop on Natural Scientific Language Processing and Research Knowledge Graphs, NSLP 2024, held in Hersonissos, Crete, Greece, on May 27, 2024.

The 10 full papers and 11 short papers included in this volume were carefully reviewed and selected from a total of 26 submissions. 

The proceedings aims to bring together researchers working on the processing, analysis, transformation and making use-of scientific language and research knowledge graphs including all relevant sub-topics.

Keywords

Table of contents (21 papers)

  1. Front Matter

    Pages i-xi
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  2. Scholarly Information Processing

    1. Front Matter

      Pages 1-1
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    2. Scholarly Question Answering Using Large Language Models in the NFDI4DataScience Gateway

      • Hamed Babaei Giglou, Tilahun Abedissa Taffa, Rana Abdullah, Aida Usmanova, Ricardo Usbeck, Jennifer D’Souza et al.
      Pages 3-18Open Access
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    3. Cite-worthiness Detection on Social Media: A Preliminary Study

      • Salim Hafid, Wassim Ammar, Sandra Bringay, Konstantin Todorov
      Pages 19-30Open Access
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    4. Towards a Novel Classification of Table Types in Scholarly Publications

      • Jilin He, Ekaterina Borisova, Georg Rehm
      Pages 31-48Open Access
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    5. OCR Cleaning of Scientific Texts with LLMs

      • Gábor Madarász, Noémi Ligeti-Nagy, András Holl, Tamás Váradi
      Pages 49-58Open Access
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  3. Identifying and Leveraging Research Software

    1. Front Matter

      Pages 59-59
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    2. RTaC: A Generalized Framework for Tooling

      • Nisarg Bhavsar, Abhinav Thakur, Amrit Lal Singh, Ashish Patwa
      Pages 61-79Open Access
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    3. Scientific Software Citation Intent Classification Using Large Language Models

      • Ana-Maria Istrate, Joshua Fisher, Xinyu Yang, Kara Moraw, Kai Li, Donghui Li et al.
      Pages 80-99Open Access
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    4. RepoFromPaper: An Approach to Extract Software Code Implementations from Scientific Publications

      • Aleksandar Stankovski, Daniel Garijo
      Pages 100-113Open Access
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    5. Automated Extraction of Research Software Installation Instructions from README Files: An Initial Analysis

      • Carlos Utrilla Guerrero, Oscar Corcho, Daniel Garijo
      Pages 114-133Open Access
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    6. A Technical/Scientific Document Management Platform

      • Melissa Lemos, Grettel M. García, Yenier T. Izquierdo, Cleber Oliveira, Jefferson Alves de Sousa, Bernardo Florindo Mortari Rezende et al.
      Pages 134-146Open Access
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  4. Research Knowledge Graphs

    1. Front Matter

      Pages 147-147
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    2. The Effect of Knowledge Graph Schema on Classifying Future Research Suggestions

      • Dimitrios Alivanistos, Seth van der Bijl, Michael Cochez, Frank van Harmelen
      Pages 149-170Open Access
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    3. Assessing the Overlap of Science Knowledge Graphs: A Quantitative Analysis

      • Jenifer Tabita Ciuciu-Kiss, Daniel Garijo
      Pages 171-185Open Access
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  5. Shared Task: FoRC

    1. Front Matter

      Pages 187-187
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    2. FoRC@NSLP2024: Overview and Insights from the Field of Research Classification Shared Task

      • Raia Abu Ahmad, Ekaterina Borisova, Georg Rehm
      Pages 189-204Open Access
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    3. NRK at FoRC 2024 Subtask I: Exploiting BERT-Based Models for Multi-class Classification of Scholarly Papers

      • Kiet Nguyen Tuan, Thin Dang Van
      Pages 205-213Open Access
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    4. Advancing Automatic Subject Indexing: Combining Weak Supervision with Extreme Multi-label Classification

      • Lakshmi Rajendram Bashyam, Ralf Krestel
      Pages 214-223Open Access
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    5. Single-Label Multi-modal Field of Research Classification

      • Florian Ruosch, Rosni Vasu, Ruijie Wang, Luca Rossetto, Abraham Bernstein
      Pages 224-233Open Access
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Other volumes

  1. Natural Scientific Language Processing and Research Knowledge Graphs

Editors and Affiliations

  • Deutsches Forschungszentrum für Künstliche Intelligenz (DFKI), Berlin, Germany

    Georg Rehm

  • GESIS Leibniz Institut für Sozialwissenschaften and Heinrich-Heine - University Düsseldorf, Cologne, Germany

    Stefan Dietze

  • Technical University of Berlin and Fraunhofer FOKUS, Berlin, Germany

    Sonja Schimmler

  • Wismar University of Applied Sciences, Wismar, Germany

    Frank Krüger

Bibliographic Information

  • Book Title: Natural Scientific Language Processing and Research Knowledge Graphs

  • Book Subtitle: First International Workshop, NSLP 2024, Hersonissos, Crete, Greece, May 27, 2024, Proceedings

  • Editors: Georg Rehm, Stefan Dietze, Sonja Schimmler, Frank Krüger

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-031-65794-8

  • Publisher: Springer Cham

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

  • Copyright Information: The Editor(s) (if applicable) and The Author(s) 2024

  • Softcover ISBN: 978-3-031-65793-1Published: 15 August 2024

  • eBook ISBN: 978-3-031-65794-8Published: 14 August 2024

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XI, 308

  • Number of Illustrations: 15 b/w illustrations, 56 illustrations in colour

  • Topics: Artificial Intelligence, Information Systems and Communication Service, Computational Linguistics

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