Datasetpublic

avsolatorio/mteb-tweet_sentiment_extraction-avs_triplets

MTEB Tweet Sentiment Extraction Triplets Dataset This dataset was used in the paper GISTEmbed: Guided In-sample Selection of Training Negatives for Text Embedding Fine-tuning. Refer to https://arxiv.org/abs/2402.16829 for details. The code for generating the data is available at https://github.com/avsolatorio/GISTEmbed/blob/main/scripts/create_classification_dataset.py. Citation @article{solatorio2024gistembed, title={GISTEmbed: Guided In-sample Selection of… See the full description on the dataset page: https://huggingface.co/datasets/avsolatorio/mteb-tweet_sentiment_extraction-avs_triplets.

sourceHugging Faceupdated 3y agoView on Hugging Face

0likes46downloads

Dataset Card

MTEB Tweet Sentiment Extraction Triplets Dataset

This dataset was used in the paper GISTEmbed: Guided In-sample Selection of Training Negatives for Text Embedding Fine-tuning. Refer to https://arxiv.org/abs/2402.16829 for details.

The code for generating the data is available at https://github.com/avsolatorio/GISTEmbed/blob/main/scripts/createclassificationdataset.py.

Citation

@article{solatorio2024gistembed,
    title={GISTEmbed: Guided In-sample Selection of Training Negatives for Text Embedding Fine-tuning},
    author={Aivin V. Solatorio},
    journal={arXiv preprint arXiv:2402.16829},
    year={2024},
    URL={https://arxiv.org/abs/2402.16829}
    eprint={2402.16829},
    archivePrefix={arXiv},
    primaryClass={cs.LG}
}