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README.md

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----
-license: mit
-language:
-- en
-paperswithcode_id: embedding-data/Amazon-QA
-pretty_name: Amazon-QA
-task_categories:
-- sentence-similarity
-- paraphrase-mining
-task_ids:
-- semantic-similarity-classification
----
-
-# Dataset Card for "Amazon-QA"
-
-## Table of Contents
-- [Dataset Description](#dataset-description)
-  - [Dataset Summary](#dataset-summary)
-  - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
-  - [Languages](#languages)
-- [Dataset Structure](#dataset-structure)
-  - [Data Instances](#data-instances)
-  - [Data Fields](#data-fields)
-  - [Data Splits](#data-splits)
-- [Dataset Creation](#dataset-creation)
-  - [Curation Rationale](#curation-rationale)
-  - [Source Data](#source-data)
-  - [Annotations](#annotations)
-  - [Personal and Sensitive Information](#personal-and-sensitive-information)
-- [Considerations for Using the Data](#considerations-for-using-the-data)
-  - [Social Impact of Dataset](#social-impact-of-dataset)
-  - [Discussion of Biases](#discussion-of-biases)
-  - [Other Known Limitations](#other-known-limitations)
-- [Additional Information](#additional-information)
-  - [Dataset Curators](#dataset-curators)
-  - [Licensing Information](#licensing-information)
-  - [Citation Information](#citation-information)
-  - [Contributions](#contributions)
-  
-## Dataset Description
-
-- **Homepage:** [http://jmcauley.ucsd.edu/data/amazon/qa/](http://jmcauley.ucsd.edu/data/amazon/qa/)
-- **Repository:** [More Information Needed](http://jmcauley.ucsd.edu/data/amazon/qa/)
-- **Paper:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
-- **Point of Contact:** [Julian McAuley](https://cseweb.ucsd.edu//~jmcauley/#)
-- **Size of downloaded dataset files:** 
-- **Size of the generated dataset:** 
-- **Total amount of disk used:** 247 MB
-
-### Dataset Summary
-
-This dataset contains Question and Answer data from Amazon.
-
-Disclaimer: The team releasing Amazon-QA did not upload the dataset to the Hub and did not write a dataset card. 
-These steps were done by the Hugging Face team.
-
-### Supported Tasks
-- [Sentence Transformers](https://huggingface.co/sentence-transformers) training; useful for semantic search and sentence similarity. 
-### Languages
-- English.
-## Dataset Structure
-Each example in the dataset contains pairs of query and answer sentences and is formatted as a dictionary:
-```
-{"query": [sentence_1], "pos": [sentence_2]}
-{"query": [sentence_1], "pos": [sentence_2]}
-...
-{"query": [sentence_1], "pos": [sentence_2]}
-```
-This dataset is useful for training Sentence Transformers models. Refer to the following post on how to train models using similar sentences.
-### Usage Example
-Install the 🤗 Datasets library with `pip install datasets` and load the dataset from the Hub with:
-```python
-from datasets import load_dataset
-dataset = load_dataset("embedding-data/Amazon-QA")
-```
-The dataset is loaded as a `DatasetDict` and has the format:
-```python
-DatasetDict({
-    train: Dataset({
-        features: ['query', 'pos'],
-        num_rows: 1095290
-    })
-})
-```
-Review an example `i` with:
-```python
-dataset["train"][0]
-```
-### Data Instances
-
-### Data Fields
-
-
-### Data Splits
-
-## Dataset Creation
-
-### Curation Rationale
-
-[More Information Needed](http://jmcauley.ucsd.edu/data/amazon/qa/)
-
-### Source Data
-
-#### Initial Data Collection and Normalization
-
-[More Information Needed](http://jmcauley.ucsd.edu/data/amazon/qa/)
-
-#### Who are the source language producers?
-
-[More Information Needed](http://jmcauley.ucsd.edu/data/amazon/qa/)
-
-### Annotations
-
-#### Annotation process
-
-[More Information Needed](http://jmcauley.ucsd.edu/data/amazon/qa/)
-
-#### Who are the annotators?
-
-[More Information Needed](http://jmcauley.ucsd.edu/data/amazon/qa/)
-
-### Personal and Sensitive Information
-
-[More Information Needed](http://jmcauley.ucsd.edu/data/amazon/qa/)
-
-## Considerations for Using the Data
-
-### Social Impact of Dataset
-
-[More Information Needed](http://jmcauley.ucsd.edu/data/amazon/qa/)
-
-### Discussion of Biases
-
-[More Information Needed](http://jmcauley.ucsd.edu/data/amazon/qa/)
-
-### Other Known Limitations
-
-[More Information Needed](http://jmcauley.ucsd.edu/data/amazon/qa/s)
-
-## Additional Information
-
-### Dataset Curators
-
-[More Information Needed](http://jmcauley.ucsd.edu/data/amazon/qa/)
-
-### Licensing Information
-
-[More Information Needed](http://jmcauley.ucsd.edu/data/amazon/qa/)
-
-### Citation Information
-
-
-
-
-### Contributions
-
-

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