Search Engines
Human relevance evaluation for search and ranking systems - query-result rating, ranking comparison and multilingual search evaluation.
The Data Behind This Use Case
Query-Result Relevance Rating
Human rating of how well a result answers a query, against a defined relevance scale.
Multilingual Search Evaluation
Native-language raters for non-English query and result evaluation.
Ranking Comparison
Side-by-side comparison of ranking variants to support model or algorithm evaluation.
Guideline-Based Rating
Rating performed against a project's own written evaluation guidelines, not ad hoc judgment.
Human Judgment At The Scale A Search Evaluation Project Needs
This use case is a direct application of Search & Evaluation Systems - trained human raters applying a project's own guidelines consistently across languages and query types.
Search Evaluation Data Questions
How is relevance rated?
Against a defined relevance scale and written guidelines agreed with the client, not ad hoc judgment.
Can evaluation cover multiple languages?
Yes, native-language raters are used for non-English query and result evaluation.
Can this compare multiple ranking variants?
Yes, side-by-side comparison evaluation is a common project shape.
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