datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Gender_Bias_Evaluation_SetThis dataset has been created as part of the Flax/JAX community week for testing the flax-sentence-embeddings Sentence Similarity models for Gender Bias but can be used for other use-cases as well related to evaluating Gender Bias.
The Following Dataset has been created for Evaluating Gender Bias for different models, based on various stereotypical occupations.
The Structure of the dataset is of the following type:
Base Sentence
Occupation
Steretypical_Gender
Male Sentence
Female… See the full description on the dataset page: https://huggingface.co/datasets/flax-sentence-embeddings/Gender_Bias_Evaluation_Set.sp500-business-description-sentence-bert-embeddingsEmbeddings derived from business descriptions of S&P500 companies using sentence-BERT, SentenceTransformer('all-MiniLM-L6-v2') to be exact. For more info on evaluation of sentence transformers (specifcailly the huge GPT-3 versus smaller models see: https://twitter.com/Nils_Reimers/status/1487014195568775173)