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1st NSLP 2024: Hersonissos, Crete

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Georg Rehm, Stefan Dietze, Sonja Schimmler, Frank Krüger:
Natural Scientific Language Processing and Research Knowledge Graphs - First International Workshop, NSLP 2024, Hersonissos, Crete, Greece, May 27, 2024, Proceedings. Lecture Notes in Computer Science 14770, Springer 2024, ISBN 978-3-031-65793-1

Scholarly Information Processing

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Hamed Babaei Giglou, Tilahun Abedissa Taffa, Rana Abdullah, Aida Usmanova, Ricardo Usbeck, Jennifer D'Souza, Sören Auer:
Scholarly Question Answering Using Large Language Models in the NFDI4DataScience Gateway. 3-18
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Salim Hafid, Wassim Ammar, Sandra Bringay, Konstantin Todorov:
Cite-worthiness Detection on Social Media: A Preliminary Study. 19-30
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Jilin He, Ekaterina Borisova, Georg Rehm:
Towards a Novel Classification of Table Types in Scholarly Publications. 31-48
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Gábor Madarász, Noémi Ligeti-Nagy, Andras Holl, Tamás Váradi:
OCR Cleaning of Scientific Texts with LLMs. 49-58

Identifying and Leveraging Research Software

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Nisarg Bhavsar, Abhinav Thakur, Amrit Lal Singh, Ashish Patwa:
RTaC: A Generalized Framework for Tooling. 61-79
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Ana-Maria Istrate, Joshua Fisher, Xinyu Yang, Kara Moraw, Kai Li, Donghui Li, Martin Klein:
Scientific Software Citation Intent Classification Using Large Language Models. 80-99
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Aleksandar Stankovski, Daniel Garijo:
RepoFromPaper: An Approach to Extract Software Code Implementations from Scientific Publications. 100-113
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Carlos Utrilla Guerrero, Óscar Corcho, Daniel Garijo:
Automated Extraction of Research Software Installation Instructions from README Files: An Initial Analysis. 114-133
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Melissa Lemos, Grettel M. García, Yenier Torres Izquierdo, Cleber Oliveira, Jefferson Alves de Sousa, Bernardo Florindo Mortari Rezende, Bruno Novelli, Marco A. Casanova:
A Technical/Scientific Document Management Platform. 134-146

Research Knowledge Graphs

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Dimitrios Alivanistos, Seth van der Bijl, Michael Cochez, Frank van Harmelen:
The Effect of Knowledge Graph Schema on Classifying Future Research Suggestions. 149-170
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Jenifer Tabita Ciuciu-Kiss, Daniel Garijo:
Assessing the Overlap of Science Knowledge Graphs: A Quantitative Analysis. 171-185

Shared Task: FoRC

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Raia Abu Ahmad, Ekaterina Borisova, Georg Rehm:
FoRC@NSLP2024: Overview and Insights from the Field of Research Classification Shared Task. 189-204
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Kiet Nguyen Tuan, Thin Dang Van:
NRK at FoRC 2024 Subtask I: Exploiting BERT-Based Models for Multi-class Classification of Scholarly Papers. 205-213
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Lakshmi Rajendram Bashyam, Ralf Krestel:
Advancing Automatic Subject Indexing: Combining Weak Supervision with Extreme Multi-label Classification. 214-223
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Florian Ruosch, Rosni Vasu, Ruijie Wang, Luca Rossetto, Abraham Bernstein:
Single-Label Multi-modal Field of Research Classification. 224-233
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Benjamin Wolff, Eva Seidlmayer, Konrad U. Förstner:
Enriched BERT Embeddings for Scholarly Publication Classification. 234-243

Shared Task: SOMD

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Frank Krüger, Saurav Karmakar, Stefan Dietze:
SOMD@NSLP2024: Overview and Insights from the Software Mention Detection Shared Task. 247-256
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Thuy Nguyen Thi, Anh Nguyen Viet, Dang Van Thin, Ngan Luu-Thuy Nguyen:
Software Mention Recognition with a Three-Stage Framework Based on BERTology Models at SOMD 2024. 257-266
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Phi Nguyen Xuan, Quang Tran Minh, Thin Dang Van:
ABCD Team at SOMD 2024: Software Mention Detection in Scholarly Publications with Large Language Models. 267-277
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AmeerAli Khan, Qusai Ramadan, Cong Yang, Zeyd Boukhers:
Falcon 7b for Software Mention Detection in Scholarly Documents. 278-288
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Wolfgang Otto, Sharmila Upadhyaya, Stefan Dietze:
Enhancing Software-Related Information Extraction via Single-Choice Question Answering with Large Language Models. 289-306

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