Name: All NeurIPS (NIPS) Papers
Creator: Kaggle
License: http://opendatacommons.org/licenses/odbl/1.0/

About this Dataset

All NeurIPS (NIPS) Papers

Context

The Conference and Workshop on Neural Information Processing Systems (abbreviated as NeurIPS and formerly NIPS) is a machine learning and computational neuroscience conference held every December.

This dataset is inspired by dataset NIPS Papers of Ben Hamner. While the original dataset by Ben Hamner represent the time period of 1987-2017 covering over 7241 papers, 2439 more papers has been published in the year of 2018-19. Hence, decided to get everything together for the Kaggle community.

Content

This dataset contains the year of publication, title, author details, abstracts, and full text of all NeurIPS papers from 1987 to 2019.
Since, NeurIPS Conference and Workshop happen in the month of December each year, the dataset will be updated annually.

Acknowledgements

I scraped all the papers from https://nips.cc using a beautiful library in Python called BeautifulSoup. You can find the code to scrap all the papers on my GitHub Repo. A huge thanks to NeurIPS for making the data public.

Inspiration

Feel free to torture the data and show your creativity in Kaggle Kernels.
Some ideas included but not limited to:

Topic modelling.
Extract keywords.
Exploratory Data Analysis on all NeurIPS papers.
Create a semantic search engine to answer your query in Data Science, Machine Learning, Deep Learning and Reinforcement Learning.

Tables

Authors

@kaggle.rowhitswami_nips_papers_1987_2019_updated.authors

357.6 kB
30,237 rows
4 columns

CREATE TABLE authors (
  "source_id" BIGINT,
  "first_name" VARCHAR,
  "last_name" VARCHAR,
  "institution" VARCHAR
);

Papers

@kaggle.rowhitswami_nips_papers_1987_2019_updated.papers

176.54 MB
9,680 rows
5 columns

CREATE TABLE papers (
  "source_id" BIGINT,
  "year" BIGINT,
  "title" VARCHAR,
  "abstract" VARCHAR,
  "full_text" VARCHAR
);