Towards the Extraction of Location References and Topics from Semi-Structured Textual Data from the Open Web Index using Open-Source Large Language Models

JOURNAL ARTICLE

Year: 2025 Journal: Zenodo (CERN European Organization for Nuclear Research) Publisher: European Organization for Nuclear Research

DOI: 10.5281/zenodo.17238018

Abstract

Appeared in: Open Search Symposium 2025, 8-10 October 2025, CSC IT Center for Science, Helsinki, Finland.

Keywords:

Index (typography) Information extraction Language model Data extraction Open domain Center (category theory) Key (lock)

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Complex Network Analysis Techniques

Physical Sciences → Physics and Astronomy → Statistical and Nonlinear Physics

Computational and Text Analysis Methods

Social Sciences → Social Sciences → General Social Sciences

Advanced Text Analysis Techniques

Physical Sciences → Computer Science → Artificial Intelligence