51 citations · 53 across the 11 of their papers we have counts for
Showing cs.CLShow all
3 papers · 1 filter
cs.CL2026
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…
cs.CL2026
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…
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…