datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Amazon-C4
Amazon-C4
A complex product search dataset built based on Amazon Reviews 2023 dataset.
C4 is short for Complex Contexts Created by ChatGPT.
Quick Start
Loading Queries
from datasets import load_dataset
dataset = load_dataset('McAuley-Lab/Amazon-C4')['test']
>>> dataset
Dataset({
features: ['qid', 'query', 'item_id', 'user_id', 'ori_rating', 'ori_review'],
num_rows: 21223
})
>>> dataset[288]
{'qid': 288, 'query': 'I need something that can entertain my… See the full description on the dataset page: https://huggingface.co/datasets/McAuley-Lab/Amazon-C4.neat-evidence-c4b4b7
neat-evidence-c4b4b7
Synthetic products test data: 51 rows in data.csv.
All values are randomly generated fictional examples, not real observations, products, or user activity. Intended only for CSV loading and pipeline tests; not suitable for scientific or business conclusions. Columns are sampled independently and do not model real-world correlations.
Fields
sample_id: random identifier for this generated sample.
row_id: sequential row number starting at 1.… See the full description on the dataset page: https://huggingface.co/datasets/seongjin5777/neat-evidence-c4b4b7.grand-mouth-c49a18
grand-mouth-c49a18
Synthetic sensors test data: 45 rows in data.csv.
All values are randomly generated fictional examples, not real observations, products, or user activity. Intended only for CSV loading and pipeline tests; not suitable for scientific or business conclusions. Columns are sampled independently and do not model real-world correlations.
Fields
sample_id: random identifier for this generated sample.
row_id: sequential row number starting at 1.… See the full description on the dataset page: https://huggingface.co/datasets/Azure-Karen/grand-mouth-c49a18.C4-200m-550k-DeterminerThis dataset is a subset of the C4_200M dataset from kaggle, containing 550k pairs of incorrect and correct sentences of Determiner category.
Link for the original dataset: https://www.kaggle.com/datasets/felixstahlberg/the-c4-200m-dataset-for-gec
The original dataset is also a synthetic dataset, containing input[incorrect sentence] and output[correct_sentence].
To generate the corruption, a tagged corruption model was first trained. This model is trained on existing datasets by taking as… See the full description on the dataset page: https://huggingface.co/datasets/abhinavsarkar/C4-200m-550k-Determiner.C4-Ac4-website-classifier-datasetTo filter the data for better label quality, label by equivalent V3 and label entry and play with label probability.
C4-Pile-T5-base-InstructionsAmazon-C4
Amazon-C4
A complex product search dataset built based on Amazon Reviews 2023 dataset.
C4 is short for Complex Contexts Created by ChatGPT.
Quick Start
Loading Queries
from datasets import load_dataset
dataset = load_dataset('McAuley-Lab/Amazon-C4')['test']
>>> dataset
Dataset({
features: ['qid', 'query', 'item_id', 'user_id', 'ori_rating', 'ori_review'],
num_rows: 21223
})
>>> dataset[288]
{'qid': 288, 'query': 'I need something that can entertain my… See the full description on the dataset page: https://huggingface.co/datasets/ryan1232100/Amazon-C4.C4-Pile-T5-base-Inst-no_robotssqli-c4-mulking-vonC4-Pile-T5-xl-InstructionsC4-B