Programme
| 09:00 | Welcome and Introduction | |||||||||||||||||
| 09:05 | Invited Keynote Presentation - Francesco Osborne Integrating Large Language Models with Scientific Knowledge Graphs: Trends and Future Directions (Abstract) | |||||||||||||||||
| 09:45 | Paper Presentations - Scholarly Information Processing Scholarly Question Answering using Large Language Models in the NFDI4DataScience Gateway (PDF) Hamed Babaei Giglou, Tilahun Abedissa Taffa, Rana Abdullah, Aida Usmanova, Ricardo Usbeck, Jennifer D'Souza and Sören Auer Towards a Novel Classification of Table Types in Scholarly Publications (PDF) Jilin He, Ekaterina Borisova and Georg Rehm | |||||||||||||||||
| 10:30 | Coffee Break | |||||||||||||||||
| 11:00 | Paper Presentations - Scholarly Information Processing OCR cleaning of scientific texts with LLM's (PDF) Gábor Madarász, Noémi Ligeti-Nagy, András Holl and Tamás Váradi Cite-worthiness Detection on Social Media: a Preliminary Study (PDF) Salim Hafid, Wassim Ammar, Sandra Bringay and Konstantin Todorov Paper Presentations - Identifying and Leveraging Research Software A Technical/Scientific Document Management Platform (PDF) Melissa Lemos, Grettel Monteagudo Garcia, Yenier Torres Isquierdo, Bruno Novelli, Cleber Damasceno, Bernardo Florindo Mortari Rezende, Jefferson Alves de Sousa and Marco Antonio Casanova Automated Extraction of Research Software Installation Instructions from README files: An Initial Analysis (PDF) Carlos Utrilla Guerrero, Oscar Corcho and Daniel Garijo RepoFromPaper: An Approach to Extract Software Code Implementations from Scientific Publications (PDF) Aleksandar Stankovski and Daniel Garijo | |||||||||||||||||
| 12:30 | Lunch Break | |||||||||||||||||
| 14:00 | Paper Presentations - Identifying and Leveraging Research Software Scientific Software Citation Intent using Large Language Models (PDF) Ana-Maria Istrate, Joshua Fisher, Xinyu Yang, Kara Moraw, Kai Li and Donghui Li RTaC: A Generalised Framework for Tooling (PDF) Nisarg Bhavsar, Abhinav Thakur, Ashish Patwa and Amrit Lal Singh | |||||||||||||||||
| 14:30 | Shared Tasks Overview Presentations FoRC@NSLP: Overview and Insights from the Field of Research Classification Shared Task (PDF) Raia Abu Ahmad, Ekaterina Borisova and Georg Rehm SOMD@NSLP: Overview and Insights from the Software Mention Detection Shared Task (PDF) Frank Krüger, Saurav Karmakar and Stefan Dietze | |||||||||||||||||
| 15:10 | Shared Tasks Posters Session Field of Research Classification Posters: NRK at FoRC 2024 Subtask I: Exploiting BERT-based Models for Multi-Class Classification of Scholarly Papers (PDF) Tuan Kiet Nguyen and Van Thin Dang Advancing Automatic Subject Indexing: Combining Weak Supervision with Extreme Multi-label Classification (PDF) Lakshmi Rajendram Bashyam and Ralf Krestel Single-Label Multi-Modal Field of Research Classification (PDF) Florian Ruosch, Rosni Vasu, Ruijie Wang, Luca Rossetto and Abraham Bernstein Enriched BERT Embeddings for Scholarly Publication Classification (PDF) Benjamin Wolff, Eva Seidlmayer and Konrad Förstner Software Mention Detection Posters: Software Mention Recognition with a Three-Stage Framework Based on BERTology Models at SOMD 2024 (PDF) Thi Thuy Nguyen, Viet Anh Nguyen and Van Thin Dang ABCD Team at SOMD 2024: Software Mention Detection in Scholarly Publications with Large Language Models (PDF) Nguyen Xuan Phi, Tran Minh Quang and Thin Dang Van Falcon 7b for Software Mention Detection in Scholarly Documents (PDF) Ameerali Khan, Qusai Ramadan, Cong Yang and Zeyd Boukhers Enhancing Software-Related Information Extraction via Single-Choice Question Answering with Large Language Models (PDF) Wolfgang Otto, Sharmila Upadhyaya and Stefan Dietze | |||||||||||||||||
| 15:30 | Coffee Break and Continuation of Poster Session | |||||||||||||||||
| 16:00 | Paper Presentations - Research Knowledge Graphs The Effect of Knowledge Graph Schema on Classifying Future Research Suggestions (PDF) Dimitrios Alivanistos, Seth van der Bijl, Michael Cochez and Frank van Harmelen Assessing the Overlap of Science Knowledge Graphs: A Quantitative Analysis (PDF) Jenifer Tabita Ciuciu-Kiss and Daniel Garijo | |||||||||||||||||
| 16:30 | Invited Keynote Presentation - Natalia Manola Leveraging NLP/ML to Transform Scholarly Communication: A New Horizon (Abstract) | |||||||||||||||||
| 17:10 | Wrap-up and End of Workshop | |||||||||||||||||
The NSLP 2024 workshop will be a face-to-face event. Remote participation will not be possible.