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Massive FAQ Dataset in 8 Languages Boosts Cross-Language Search Performance
This is a Plain English Papers summary of a research paper called Massive FAQ Dataset in 8 Languages Boosts Cross-Language Search Performance. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter. Overview WebFAQ is a collection of question-answer pairs from web FAQs across 8 languages Contains 2.7 million natural FAQ pairs sourced from real websites Includes a multilingual parallel test set with 1,024 queries in all 8 languages Outperforms existing multilingual embeddings on cross-lingual retrieval Proves valuable for improving multilingual text embedding models Plain English Explanation WebFAQ is a massive collection of 2.7 million question-answer pairs gathered from real websites across eight languages: English, German, French, Spanish, Italian, Portuguese, Dutch, and Polish. Unlike artificial datasets created by translating English content, this collection c... Click here to read the full summary of this paper
This is a Plain English Papers summary of a research paper called Massive FAQ Dataset in 8 Languages Boosts Cross-Language Search Performance. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter.
Overview
- WebFAQ is a collection of question-answer pairs from web FAQs across 8 languages
- Contains 2.7 million natural FAQ pairs sourced from real websites
- Includes a multilingual parallel test set with 1,024 queries in all 8 languages
- Outperforms existing multilingual embeddings on cross-lingual retrieval
- Proves valuable for improving multilingual text embedding models
Plain English Explanation
WebFAQ is a massive collection of 2.7 million question-answer pairs gathered from real websites across eight languages: English, German, French, Spanish, Italian, Portuguese, Dutch, and Polish. Unlike artificial datasets created by translating English content, this collection c...
