From Corpus to Multi-Label Classification

Alternative Datasets

2 min readNov 5, 2023

If Amazon reviews data is unavailable or inaccessible due to restrictions on data usage, privacy concerns, or the termination of a public dataset, you can explore several alternatives to obtain or construct similar datasets. Below are a few options.

ScisummNet

A summary of scientific papers should ideally incorporate the impact of the papers on the research community reflected…

cs.stanford.edu

OpoSum

GitHub - stangelid/oposum

Contribute to stangelid/oposum development by creating an account on GitHub.

github.com

Multiple datasets

https://drive.google.com/drive/folders/0Bz8a_Dbh9Qhbfll6bVpmNUtUcFdjYmF2SEpmZUZUcVNiMUw1TWN6RDV3a0JHT3kxLVhVR2M?resourcekey=0-TLwzfR2O-D2aPitmn5o9VQ

CNN/Daily Mail

CNN/Daily Mail (1)

GitHub - abisee/cnn-dailymail: Code to obtain the CNN / Daily Mail dataset (non-anonymized) for…

Code to obtain the CNN / Daily Mail dataset (non-anonymized) for summarization - GitHub - abisee/cnn-dailymail: Code to…

github.com

CNN/Daily Mail (2)

DMQA

Hermann et al. (2015) created two awesome datasets using news articles for Q&A research. Each dataset contains many…

cs.nyu.edu

CNN/Daily Mail (3)

GitHub - JafferWilson/Process-Data-of-CNN-DailyMail: This repository holds the output of the…

This repository holds the output of the repository: https://github.com/abisee/cnn-dailymail - GitHub …

github.com

AG News

AG News (1)

AG's corpus of news articles

AG is a collection of more than 1 million news articles. News articles have been gathered frommore than 2000 news…

groups.di.unipi.it

AG News (2)

Papers with Code - AG News Dataset

AG News (AG's News Corpus) is a subdataset of AG's corpus of news articles constructed by assembling titles and…

paperswithcode.com

Yahoo! Answers

Yahoo! Answers (1)

Papers with Code - Yahoo! Answers Dataset

The Yahoo! Answers topic classification dataset is constructed using 10 largest main categories. Each class contains…

paperswithcode.com

Yahoo! Answers (2)

GitHub - LC-John/Yahoo-Answers-Topic-Classification-Dataset

Contribute to LC-John/Yahoo-Answers-Topic-Classification-Dataset development by creating an account on GitHub.

github.com

20 newsgroups

20 newsgroups (1)

7.2. Real world datasets

scikit-learn provides tools to load larger datasets, downloading them if necessary. They can be loaded using the…

scikit-learn.org

20 newsgroups (2)

newsgroup · Datasets at Hugging Face

We're on a journey to advance and democratize artificial intelligence through open source and open science.

huggingface.co

20 newsgroups (3)

Papers with Code - 20 Newsgroups Dataset

The 20 Newsgroups data set is a collection of approximately 20,000 newsgroup documents, partitioned (nearly) evenly…

paperswithcode.com

From Corpus to Multi-Label Classification

Alternative Datasets

ScisummNet

ScisummNet

A summary of scientific papers should ideally incorporate the impact of the papers on the research community reflected…

OpoSum

GitHub - stangelid/oposum

Contribute to stangelid/oposum development by creating an account on GitHub.

Multiple datasets

CNN/Daily Mail

GitHub - abisee/cnn-dailymail: Code to obtain the CNN / Daily Mail dataset (non-anonymized) for…

Code to obtain the CNN / Daily Mail dataset (non-anonymized) for summarization - GitHub - abisee/cnn-dailymail: Code to…

DMQA

Hermann et al. (2015) created two awesome datasets using news articles for Q&A research. Each dataset contains many…

GitHub - JafferWilson/Process-Data-of-CNN-DailyMail: This repository holds the output of the…

This repository holds the output of the repository: https://github.com/abisee/cnn-dailymail - GitHub …

AG News

AG's corpus of news articles

AG is a collection of more than 1 million news articles. News articles have been gathered frommore than 2000 news…

Papers with Code - AG News Dataset

AG News (AG's News Corpus) is a subdataset of AG's corpus of news articles constructed by assembling titles and…

Yahoo! Answers

Papers with Code - Yahoo! Answers Dataset

The Yahoo! Answers topic classification dataset is constructed using 10 largest main categories. Each class contains…

GitHub - LC-John/Yahoo-Answers-Topic-Classification-Dataset

Contribute to LC-John/Yahoo-Answers-Topic-Classification-Dataset development by creating an account on GitHub.

20 newsgroups

7.2. Real world datasets

scikit-learn provides tools to load larger datasets, downloading them if necessary. They can be loaded using the…

newsgroup · Datasets at Hugging Face

We're on a journey to advance and democratize artificial intelligence through open source and open science.

Papers with Code - 20 Newsgroups Dataset

The 20 Newsgroups data set is a collection of approximately 20,000 newsgroup documents, partitioned (nearly) evenly…

Written by Bryan