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Other literature type . 2026
License: CC BY
Data sources: ZENODO
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Presentation . 2026
License: CC BY
Data sources: Datacite
ZENODO
Presentation . 2026
License: CC BY
Data sources: Datacite
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Beyond SPARQL: Towards Conversation-based Access to Knowledge Graphs in GRAPHIA

Authors: Romanello, Matteo;

Beyond SPARQL: Towards Conversation-based Access to Knowledge Graphs in GRAPHIA

Abstract

SPARQL has long been the standard interface to knowledge graphs—but its technical complexity limits access for many audiences. This webinar introduced Quagga, an LLM-based agent developed within GRAPHIA that enables conversational exploration of knowledge graphs using natural language. We presented how the agent works, including methods to automatically generate metadata from any knowledge graph to support text-to-SPARQL translation. The session also highlighted the Quagga benchmark, an ongoing collaborative crowdsourcing effort to build a knowledge graph question-answering dataset focused on the social sciences and humanities. A recording of this webinar is avaliable here. Funded by the European Union. Views and opinions expressed are however those of the author(s) only and do not necessarily reflect those of the European Union or the Agency. Neither the European Union nor the granting authority can be held responsible for them.

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    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
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    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
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