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NoMIRACL: Knowing When You Don't Know for Robust Multilingual Retrieval-Augmented Generation #247

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anoopkunchukuttan opened this issue Jan 5, 2024 · 1 comment

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anoopkunchukuttan commented Jan 5, 2024

Paper: https://arxiv.org/abs/2312.11361
Repo: https://github.com/project-miracl/nomiracl

Languages: bn, hi, te

A testset to evaluate whether a paragraph contains an answer to a query
Use for evaluating hallucinations and error-rates in RAG systems
However, the dataset does not contain responses for queries - just whether the retrieved passages are relevant or not
Good for retrieval evaluation
Monolingual set i.e. query and passage in same language - good to evaluating multilingual retrieval and IR

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anoopkunchukuttan commented Jan 17, 2024

Miracl paper

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