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Add DocumentNDCGEvaluator component #8415

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julian-risch opened this issue Sep 27, 2024 · 2 comments · Fixed by #8419
Closed

Add DocumentNDCGEvaluator component #8415

julian-risch opened this issue Sep 27, 2024 · 2 comments · Fixed by #8419
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@julian-risch
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Some datasets contain document relevance scores or at least a sorted order of ground truth relevant documents, for example HotpotQA. In order to evaluate rankers and retrievers regarding their ability to not only distinguish relevant from non-relevant documents but also to sort relevant documents by their relevance, we need a new component DocumentNDCGEvaluator. The currently available DocumentMRREvaluator considers relevancy of documents to be binary.

@srini047
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@julian-risch I would like to contribute to this new evaluator.

@julian-risch
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Hello @srini047 thanks for the initiative and for reaching out. Unfortunately it's too late this time as we already started working on it, sorry. I hope you find another issue in our contributions wanted list that you would like to contribute to. Thank you! 🙏

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