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add Indonesian MT STS dataset #922

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@henilp105 henilp105 commented Jun 14, 2024

This PR adds Indonesian dataset for STS task translated from STS English using Google Translate API.

HF link: https://huggingface.co/datasets/LazarusNLP/stsb_mt_id
Github link: https://github.com/LazarusNLP/indonesian-sentence-embeddings

Checklist

  • Run tests locally to make sure nothing is broken using make test.
  • Run the formatter to format the code using make lint.

Adding datasets checklist

Reason for dataset addition: It covers Indonesian language for STS task as the id/indonesian language was not available for STS. (https://huggingface.co/datasets/LazarusNLP/stsb_mt_id)

  • I have run the following models on the task (adding the results to the pr). These can be run using the mteb -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.

CC: @KennethEnevoldsen @Muennighoff @LazarusNLP

@henilp105 henilp105 changed the title add Indonesian STS dataset add Indonesian MT STS dataset Jun 14, 2024
@henilp105 henilp105 mentioned this pull request Jun 15, 2024
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