Papers Text2Sparql
“Text2Sparql” 태그가 달린 논문 4편 · 필터 해제
Text2Cypher Across Languages: Evaluating Foundational Models Beyond English
Recent advances in large language models have enabled natural language interfaces that translate user questions into database queries, such as Text2SQL, Text2SPARQL, and Text2Cypher. While these interfaces enhance databa…
AttributeText2SparqlLLM-based SPARQL Query Generation from Natural Language over Federated Knowledge Graphs
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). To enha…
Knowledge GraphsRAGRetrievalRetrieval-augmented Generation+1Assessing SPARQL capabilities of Large Language Models
The integration of Large Language Models (LLMs) with Knowledge Graphs (KGs) offers significant synergistic potential for knowledge-driven applications. One possible integration is the interpretation and generation of for…
BenchmarkingKnowledge GraphsText2SparqlLeveraging small language models for Text2SPARQL tasks to improve the resilience of AI assistance
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. Using three different datasets ranging from academic to …
Knowledge GraphsText2Sparql