An Event-centered Knowledge Graph for Bulgaria

<p>The paper presents the principles behind the event-centered knowledge graph for Bulgarian. The methodology and technology for the construction of the knowledge graph are outlined together with the integration and linking of the relevant knowledge-bearing resources. In addition, some first experiments with a trained T5 large language model (LLM) for detecting events and their roles have been performed. The best results correlate with the most frequent events. Some preliminary qualitative evaluation has been conducted as well.</p>

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-08-20
DOI
https://doi.org/10.5281/zenodo.16912113
Primary Topic
Geochemistry and Geologic Mapping
Type
article
Field-Weighted Citation Impact
0.00
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article

An Event-centered Knowledge Graph for Bulgaria

Zenodo (CERN European Organization for Nuclear Research)
Geochemistry and Geologic Mapping
article

An Event-centered Knowledge Graph for Bulgaria

article en

Abstract

<p>The paper presents the principles behind the event-centered knowledge graph for Bulgarian. The methodology and technology for the construction of the knowledge graph are outlined together with the integration and linking of the relevant knowledge-bearing resources. In addition, some first experiments with a trained T5 large language model (LLM) for detecting events and their roles have been performed. The best results correlate with the most frequent events. Some preliminary qualitative evaluation has been conducted as well.</p>

Zenodo (CERN European Organization for Nuclear Research)
Industry, innovation and infrastructure
Openalex Percentile: Top 66%
Geochemistry and Geologic Mapping
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An Event-centered Knowledge Graph for Bulgaria · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS