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add Clustering dataset for Indic languages #532

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merged 3 commits into from
Apr 24, 2024

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jaygala24
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@jaygala24 jaygala24 commented Apr 23, 2024

Checklist for adding MMTEB dataset

Reason for dataset addition:

  • I have tested that the dataset runs with the mteb package.
  • I have run the following models on the task (adding the results to the pr). These can be run using the mteb run -m {model_name} -t {task_name} command.
    • sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2
    • intfloat/multilingual-e5-small
  • I have checked that the performance is neither trivial (both models gain close to perfect scores) nor random (both models gain close to random scores).
  • If the dataset is too big (e.g. >2048 examples), considering using self.stratified_subsampling() under dataset_transform()
  • I have filled out the metadata object in the dataset file (find documentation on it here).
  • Run tests locally to make sure nothing is broken using make test.
  • Run the formatter to format the code using make lint.
  • I have added points for my submission to the points folder using the PR number as the filename (e.g. 438.jsonl).

@jaygala24 jaygala24 changed the title add Indic clustering dataset add Clustering dataset for Indic languages Apr 23, 2024
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@asparius asparius left a comment

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Looks fine!

@jaygala24
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This is the first Indic dataset in the Clustering task category. All the 13 Indic languages are new ones in this case. So, the total points would be 2 + 4 x 13 = 54 points. I have added the points for the dataset contribution and PR review.

@KennethEnevoldsen KennethEnevoldsen merged commit dc9ba24 into embeddings-benchmark:main Apr 24, 2024
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3 participants