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Add tasks for Spanish Embedding Evaluation #227

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merged 41 commits into from
Feb 19, 2024

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violenil
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@violenil violenil commented Feb 14, 2024

Hi 👋 I'd like to add a few more tasks that we've prepared for Spanish (and multilingual) embedding evaluation:

Reranking:

  • MIRACLReranking (https://huggingface.co/datasets/miracl/miracl): This is originally retrieval dataset, here formulated as a multilingual reranking task. It contains a corpus of passages from Wikipedia articles and human-annotated relevance judgements for some of them. We only took passages where relevance judgements are available since those are suitable for an MTEB re-ranking task.

Retrieval:

Clustering:

STS:

guenthermi and others added 29 commits February 14, 2024 14:53
Signed-off-by: jupyterjazz <[email protected]>
Signed-off-by: jupyterjazz <[email protected]>
Signed-off-by: jupyterjazz <[email protected]>
Signed-off-by: jupyterjazz <[email protected]>
Signed-off-by: jupyterjazz <[email protected]>
Signed-off-by: jupyterjazz <[email protected]>
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@Muennighoff Muennighoff left a comment

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This is really cool, amazing work! 🙌🚀

mteb/tasks/Reranking/MIRACLReranking.py Outdated Show resolved Hide resolved
mteb/tasks/Reranking/MIRACLReranking.py Outdated Show resolved Hide resolved
mteb/tasks/Retrieval/MIRACLRetrieval.py Outdated Show resolved Hide resolved
mteb/tasks/Retrieval/SpanishPassageRetrievalS2P.py Outdated Show resolved Hide resolved
mteb/tasks/Retrieval/SpanishPassageRetrievalS2S.py Outdated Show resolved Hide resolved
mteb/tasks/Retrieval/XMarketESRetrieval.py Outdated Show resolved Hide resolved
mteb/tasks/Retrieval/XPQAESRetrieval.py Outdated Show resolved Hide resolved
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LGTM! Amazing work 🚀

mteb/tasks/Reranking/__init__.py Outdated Show resolved Hide resolved
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violenil and others added 2 commits February 19, 2024 17:40
Co-authored-by: Niklas Muennighoff <[email protected]>
@Muennighoff Muennighoff merged commit 52d5c9f into embeddings-benchmark:main Feb 19, 2024
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5 participants