51 citations · 53 across the 11 of their papers we have counts for
4 papers · 1 filter
Adaptive Test-Time Inference for Text2Cypher with Trace Budgeting and Selective Refinement
Makbule Gulcin Ozsoy
Large language models have enabled natural language interfaces for structured databases, but generated queries may still contain syntactic errors, violate database schemas, or fail…
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…
Extending Confidence-Based Text2Cypher with Grammar and Schema Aware Filtering
Makbule Gulcin Ozsoy
Large language models (LLMs) allow users to query databases using natural language by translating questions into executable queries. Despite strong progress on tasks such as Text2S…
Incremental Multilingual Text2Cypher with Adapter Combination
Makbule Gulcin Ozsoy
Large Language Models enable users to access database using natural language interfaces using tools like Text2SQL, Text2SPARQL, and Text2Cypher, which translate user questions into…