Text2Sparql

Description from the archive archive 2025-07-28.

Benchmarks archive 2025-07-28

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Datasets archive 2025-07-28

1 dataset whose archive record lists this task, ordered by the archive's paper count.

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Most implemented papers archive 2025-07-28

3 shown of 3 papers with code (4 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• Assessing SPARQL capabilities of Large Language Models
  9 Sep 2024 2 repositories listed
  The integration of Large Language Models (LLMs) with Knowledge Graphs (KGs) offers significant synergistic potential for knowledge-driven applications.
• LLM-based SPARQL Query Generation from Natural Language over Federated Knowledge Graphs
  8 Oct 2024 1 repository listed
  We introduce a Retrieval-Augmented Generation (RAG) system for translating user questions into accurate federated SPARQL queries over bioinformatics knowledge graphs (KGs) leveraging Large Language Models (LLMs).
• Leveraging small language models for Text2SPARQL tasks to improve the resilience of AI assistance
  27 May 2024 1 repository listed
  In this work we will show that language models with less than one billion parameters can be used to translate natural language to SPARQL queries after fine-tuning.