Berlin Buzzwords 2026

Radu Gheorghe

Radu has been in the search space for many years, mainly on Elasticsearch, Solr, OpenSearch, and, more recently, Vespa.ai. Helps users with both the relevance and the operations side of retrieval. Enjoys education in all its forms (training, blog posts, books, conferences...) and got the chance to be involved in all of them.


Company/Organisation:

Vespa.ai


Session

06-09
09:30
20min
Circular Dependency Fixes when Bootstrapping a Golden Set
Radu Gheorghe, Rafał Kuć

For a golden set, you need queries. Even if you have them, you can’t judge all docs for each query. Only the top N. How do we rank the top N? See the circular dependency? We’ll talk about ways to untangle it: lexical search, significant terms, training an embedder from scratch, etc. By iteratively refining data and queries, we'll get there.

Maschinenhaus