A three-phase roadmap formalizes multi-database reasoning for Text2Cypher to handle questions spanning independent graph databases.
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Post-generation grammar and schema filtering on top of confidence scoring raises syntactic validity and execution success for Text2Cypher but increases empty outputs and lowers coverage.
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Toward Multi-Database Query Reasoning for Text2Cypher
A three-phase roadmap formalizes multi-database reasoning for Text2Cypher to handle questions spanning independent graph databases.
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Extending Confidence-Based Text2Cypher with Grammar and Schema Aware Filtering
Post-generation grammar and schema filtering on top of confidence scoring raises syntactic validity and execution success for Text2Cypher but increases empty outputs and lowers coverage.
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