papers_are_all_you_need
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Search and download accepted papers from machine learning conferences
Papers Are All You Need
Metadata coverage
| Conference | Years | Proceedings | Links | Authors | Institutions |
|---|---|---|---|---|---|
| ACML | 2010-2021 | 12/13 (92%) | 100% | 100% | 0% |
| AISTATS | 2007, 2009-2022 | 15/26 (58%) | 100% | 100% | 0% |
| CoRL | 2017-2021 | 5/5 (100%) | 100% | 100% | 0% |
| CVPR | 2013-2022 | 10/35 (29%) | 100% | 100% | 0% |
| ICCV | 2013, 2015, 2017, 2019, 2021 | 5/18 (28%) | 100% | 100% | 0% |
| ICLR | 2013-2022 | 10/10 (100%) | 100% | 100% | 0% |
| ICML | 2013-2022 | 10/21 (48%) | 100% | 100% | 0% |
| IJCAI | 1969 | 1/31 (3%) | 100% | 100% | 0% |
| MLSYS | 2019-2022 | 4/4 (100%) | 100% | 100% | 50% |
| NeurIPS | 1987-2021 | 35/35 (100%) | 100% | 100% | 0% |
| UAI | 2019-2022 | 4/37 (11%) | 100% | 100% | 0% |
| WACV | 2020-2022 | 3/22 (14%) | 100% | 100% | 0% |
Setup
chmod +x setup.sh./setup.sh
Usage
Run redis-server in a separate terminal.
Edit config.ini with your parameters. It's ok to leave title_kw, author_kw, or affiliation_kw blank.
Confirguation options
conference Name of conferences
year Year(s) of conference(s)
title_kw Keywords to search for in title of papers
author_kw Names of authors to search for
affiliation_kw Names of affiliations/labs to search for
template File name format for saving pdfs e.g. `year-author-title` will save papers
as the year the paper was last published, followed by the first author's name,
followed by the title, all in lower case. You can rearrange these three pieces.
save_dir Directory to save pdfs to
mode Default mode "download".
download - Download all papers.
search - Search for papers and save to log. Will not download papers.
stats - Count number of papers in each conference by year. Saves to json stats.json.
[DEFAULT]
conference = neurips
year = 2020
title_kw = graph, message-passing, node
author_kw =
affiliation_kw =
template = year-author-title
save_dir = /Downloads/neurips
mode = download
and then run
python main.py
Search all conferences
[DEFAULT]
conference = *
year = 2021, 2022
title_kw = graph, message-passing, node
author_kw =
affiliation_kw =
template = year-author-title
save_dir = /Downloads/all_confs_2021_2022
mode = search
Search year range
[DEFAULT]
conference = neurips
year = 1987:2019
title_kw = graph, message-passing, node
author_kw =
affiliation_kw =
template = year-author-title
save_dir = /Downloads/neurips
mode = search
Search every proceeding across all conferences
[DEFAULT]
conference = *
year = *
title_kw = graph, message-passing, node
author_kw =
affiliation_kw =
template = year-author-title
save_dir = /Downloads/grid_search
mode = search
Search specific years
[DEFAULT]
conference = neurips
year = 1999, 2012, 2018
title_kw = graph, message-passing, node
author_kw =
affiliation_kw =
template = year-author-title
save_dir = /Downloads/neurips
mode = download
Download all titles
[DEFAULT]
conference = neurips
year = 1999, 2012, 2018
title_kw = *
author_kw =
affiliation_kw =
template = year-author-title
save_dir = /Downloads/neurips
mode = download