51 citations · 53 across the 11 of their papers we have counts for
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cs.DB2026
Toward Multi-Database Query Reasoning for Text2Cypher
Makbule Gulcin Ozsoy
Large language models have significantly improved natural language interfaces to databases by translating user questions into executable queries. In particular, Text2Cypher focuses…
cs.DB2025
Text2Cypher: Data Pruning using Hard Example Selection
Makbule Gulcin Ozsoy
Database query languages such as SQL for relational databases and Cypher for graph databases have been widely adopted. Recent advancements in large language models (LLMs) enable na…
cs.DB2025
Enhancing Text2Cypher with Schema Filtering
Makbule Gulcin Ozsoy
Knowledge graphs represent complex data using nodes, relationships, and properties. Cypher, a powerful query language for graph databases, enables efficient modeling and querying.…