simcse
Datasets
All datasets matching “simcse”datasets-for-simcsebookcorpus_filtered_len_17_simcsewikitext-103-raw-v1_sents_min_len10_max_len30_princeton-nlp_sup-simcse-roberta-largenli-for-simcse
Dataset Card for NLI for SimCSE
This is a reformatting of the NLI for SimCSE Dataset used to train the BGE-M3 model. See the full BGE-M3 dataset in Shitao/bge-m3-data.
Despite being labeled as Natural Language Inference (NLI), this dataset can be used for training/finetuning an embedding model for semantic textual similarity.
Dataset Subsets
triplet subset
Columns: "anchor", "positive", "negative"
Column types: str, str, str
Examples:{
'anchor': 'One… See the full description on the dataset page: https://huggingface.co/datasets/sentence-transformers/nli-for-simcse.cc12m_princeton-nlp_sup-simcse-roberta-largekor_nli_simcse
Korean Natural Language Inference (KorNLI) for SimCSE Dataset
For a better dataset description, please visit this GitHub repository prepared by the authors of the article: LINK
This dataset was prepared by converting KorNLI dataset. I took every unique premise of the dataset and searched for its entailment (positive example) and contradiction (negative example).
These changes have been made in order to apply SimCSE method.
I additionaly share the code, which I used to convert the… See the full description on the dataset page: https://huggingface.co/datasets/dkoterwa/kor_nli_simcse.