README.md

metadata

language:
  - en
multilinguality:
  - monolingual
size_categories:
  - 10M<n<100M
task_categories:
  - feature-extraction
  - sentence-similarity
pretty_name: Amazon Reviews 2018
tags:
  - sentence-transformers
dataset_info:
  config_name: pair
  features:
    - name: title
      dtype: string
    - name: review
      dtype: string
  splits:
    - name: train
      num_bytes: 43047414971
      num_examples: 87877725
  download_size: 28943084017
  dataset_size: 43047414971
configs:
  - config_name: pair
    data_files:
      - split: train
        path: pair/train-*

Dataset Card for Amazon Reviews 2018

This dataset is a collection of title-review pairs collected from Amazon, as collected in Ni et al.. See Amazon Reviews 2018 for additional information. This dataset can be used directly with Sentence Transformers to train embedding models.

Dataset Subsets

pair subset

• Columns: "title", "review"
• Column types: str, str
• Examples:

  {
    'title': "It doesn't fit my machine. I can't seem to ...",
    'review': "It doesn't fit my machine. I can't seem to find the part for the Mr. Coffee Tea maker I have.",
  }
  

• Collection strategy: Reading the Amazon Reviews 2018 dataset from embedding-training-data.
• Deduplified: No