Evaluate how well retrieved content matches a user's search intent and assign relevance scores against project guidelines. Remote annotation work supporting multilingual search across several European languages.
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Help improve the quality of multilingual search experiences by evaluating how relevant retrieved content is to a user’s search.
About this project
Project MAPPA is a remote annotation project focused on multilingual search relevance. Contributors will review search-related content and assess how well retrieved results match the intent and meaning of a query.
Your evaluations will support the improvement of multilingual search ranking systems across several European languages.
What you’ll do
As a contributor, you will:
Review search queries and retrieved content.
Evaluate how relevant the retrieved content is to the query.
Assign relevance scores according to project guidelines.
Apply evaluation criteria consistently across different tasks.
Help improve the quality of multilingual search results through your assessments.
Requirements
To participate, you should:
Have strong language proficiency in at least one of the supported languages/locales in the section below
Have strong reading comprehension and attention to detail.
Be comfortable following detailed annotation and evaluation guidelines.
Have access to a laptop or desktop computer.
Have a reliable internet connection.
Languages
German — Germany (de-DE)
French — France (fr-FR)
Spanish — Spain (es-ES)
Italian — Italy (it-IT)
Dutch — Netherlands (nl-NL)
Project details
ProjectType: Search relevance annotation
Location: Remote
Duration: Ongoing
Interested in contributing to better multilingual search experiences?
Apply through OneForma and complete the required qualification steps to get started.
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Posted Sep 25, 2026
Evaluate retrieved content against user queries and assign relevance scores to improve multilingual search systems; remote annotation across several European languages.