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seebi committed Dec 16, 2024
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4 changes: 4 additions & 0 deletions docs/index.md
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Expand Up @@ -6,6 +6,10 @@ title: "First International TEXT2SPARQL Challenge (TEXT2SPARQL24)"

## Abstract

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![Logo](assets/logo.png)

The TEXT2SPARQL Challenge is a competitive and collaborative benchmark designed to push the boundaries of natural language processing (NLP) and Semantic Web technologies, with a particular emphasis on Neurosymbolic AI approaches.
This challenge focuses on translating natural language questions into SPARQL queries, a structured query language for interacting with data in Resource Description Framework (RDF) formats, which are often used in knowledge graphs.
Neurosymbolic AI - a hybrid approach combining neural network-based models with symbolic reasoning techniques—plays a crucial role in this challenge by addressing both the interpretative power of neural networks and the logical precision of symbolic methods.
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