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EACL 2026 Main Conference

March 28, 2026

Rabat, Morocco

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Human evaluation is the gold standard for multilingual NLP, but is often skipped in practice and substituted with automatic metrics, because it is notoriously complex and slow to set up with existing tools with substantial engineering and operational overhead. We introduce Pearmut, a lightweight yet feature-rich platform that makes end-to-end human evaluation as easy to run as automatic evaluation. Pearmut removes common entry barriers and provides support for evaluating multilingual tasks, with a particular focus on machine translation. The platform implements standard evaluation protocols, including DA, ESA, or MQM, but is also extensible to allow prototyping new protocols. It features document-level context, absolute and contrastive evaluation, attention checks, ESAAI pre-annotations and both static and active learning-based assignment strategies. Pearmut enables reliable human evaluation to become a practical, routine component of model development and diagnosis rather than an occasional effort.

Next from EACL 2026 Main Conference

Multi-Agent Multimodal Models for Multicultural Text to Image Generation
workshop paper

Multi-Agent Multimodal Models for Multicultural Text to Image Generation

EACL 2026 Main Conference

Parth Bhalerao
Parth Bhalerao

28 March 2026

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