Makbule Gulcin Ozsoy
where else to find them
no profile links on file
what they talk about
all 4 in the filters
where they keep going back
- NODES2 editions2024–2025
on a stage with
- Estelle Scifoonce
- Nathalie Charbelonce
- Will Taionce
who talks about the same things
nobody close enough yet
| title | conference | date |
|---|---|---|
| Improving Text2Cypher: Lessons from Schema Filtering and Hard Example Selection | NODES 2025 | 2025-11-06 |
Neo4j builds a Text2Cypher pipeline that converts a graph schema to text and selects only relevant elements before calling an LLM, using dynamic schema… | ||
| Text2Cypher Beyond English: Initial Evaluation with Foundational LLMs | NODES 2025 | 2025-11-06 |
Paper-style evaluation of Text2Cypher using foundational LLMs compares English, Spanish and Turkish by feeding the same Cypher queries but translated questions… | ||
| Building a Text2cypher Model | NODES 2024 | 2024-11-07 |
Merged and cleaned around 25 public and internal Cypher datasets into a unified English corpus, producing ~40k training / ~5k test pairs with question, schema… | ||
| Measuring the Performance of VectorRAG vs GraphRAG | NODES 2024 | 2024-11-07 |
Comparison uses RAGAS automated assessment on Neo4j graphs built from movie (≈100 Q/A) and product (≈250 Q/A) datasets, with questions expanded by LLMs and… | ||
| nothing matches | ||