51 citations · 53 across the 11 of their papers we have counts for
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cs.CL2025
Text2Cypher Across Languages: Evaluating and Finetuning LLMs
Makbule Gulcin Ozsoy, William Tai
Recent advances in large language models (LLMs) have enabled natural language interfaces that translate user questions into database queries, such as Text2SQL, Text2SPARQL, and Tex…
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.…