Replication package for "LLM4DDC: Adopting Large Language Models for Research Data Classification Using Dewey Decimal Classification"

Item Type:	Dataset
Title:	Replication package for "LLM4DDC: Adopting Large Language Models for Research Data Classification Using Dewey Decimal Classification"
Date:	2025
Creator:	Shahi, Gautam Kishore ORCID: 0000-0001-6168-0132 ; Shigapov, Renat ORCID: 0000-0002-0331-2558 ; Hummel, Oliver ORCID: 0009-0007-3826-9477
Divisions:	Zentrale Einrichtungen > University Library

DDC Classification:

004 Computer science, internet

Abstract:

This replication package accompanies the paper "LLM4DDC: Adopting Large Language Models (LLM) for Research Data Classification Using Dewey Decimal Classification (DDC)". The study investigates the application of LLMs and small language models (SLMs) for automating the classification of research data metadata into DDC classes. The package includes the codes and dataset used for experiments, allowing for reproducibility and further research. The replication package is intended to support researchers and practitioners in integrating automated classification approaches into research data infrastructures. The resources are additionally openly accessible on GitHub.

URL:	https://madata.bib.uni-mannheim.de/479/
Availability (Controlled):	Download
Reference URL (External):	https://github.com/TransforMA-WP3/LLM4DDC

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File	Filename / Infos	Link
	Archive Filename: LLM4DDC.zip	Download (11MB)
	Text Filename: README.md	Download (5kB)

Depositing User:	Renat Shigapov
Date Deposited:	15 May 2025 15:08
Last Modified:	15 May 2025 15:08

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