amazon-reviews

# Dataset Card for Amazon Reviews 2018 This dataset is a collection of title-review pairs collected from Amazon, as collected in [Ni et al.](https://cseweb.ucsd.edu//~jmcauley/pdfs/emnlp19a.pdf). See [Amazon Reviews 2018](https://nijianmo.github.io/amazon/index.html) 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: ```python { '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](https://huggingface.co/datasets/sentence-transformers/embedding-training-data). * Deduplified: No# 亚马逊评论2018数据集卡片 本数据集为从亚马逊平台采集的标题-评论对集合，相关采集工作见于[Ni等人](https://cseweb.ucsd.edu/~jmcauley/pdfs/emnlp19a.pdf)的研究。更多详细信息可查阅[亚马逊评论2018](https://nijianmo.github.io/amazon/index.html)官方页面。 本数据集可直接配合句子变换器（Sentence Transformers）用于嵌入模型的训练。 ## 数据集子集 ### `pair` 子集 * 列名："title", "review" * 列数据类型：`str`, `str` * 示例： python { '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.", } * 采集策略：从[embedding-training-data](https://huggingface.co/datasets/sentence-transformers/embedding-training-data)数据集仓库中读取亚马逊评论2018数据集。 * 去重状态：未执行去重

搜集汇总

背景与挑战

背景概述

该数据集是2018年亚马逊标题-评论对的集合，主要用于训练句子嵌入模型。其中'pair'子集包含'title'和'review'两列字符串数据，未进行去重处理。