arXiv · 2022-10-18
Making a MIRACL: Multilingual Information Retrieval Across a Continuum of Languages
فتح سجل الأدلة
سؤال البحث
How can a retrieval benchmark cover languages with very different resource levels while using native queries and relevance judgments?
المنهج
An 18-language, same-language Wikipedia retrieval benchmark built with native-speaker queries and judgments; lexical, dense and hybrid baselines were compared on the released pools.
ما تدعمه الأدلة
Evaluate each language explicitly, document corpus and judgment construction, and keep native review central. The reported hybrid result is a historical benchmark observation.
الحدود وقابلية النقل
This is same-language information retrieval, not translation assessment or web SEO. Heuristic segmentation, candidate-pool gaps and unfinished test labels limit transferability; it says nothing about hreflang or Google rankings.
تصنيف الادعاء
- مدعوم
- تاريخي
- أكاديمي فقط
التأثير في NAVINES: مختبر مقارنة الصفحات متعددة اللغات