smart-scholar.el

Smart Scholar for Emacs

Introduction

Installation

I haven’t have chance to look into Melpa, so currently you are going to install from GitHub. You can do this easily with striaght.el. Basically, you will need to do:

(use-package smart-scholar
  :straight (smart-scholar :type git :host github
                           :repo "lihebi/smart-scholar.el"))

Related work

• https://github.com/cute-jumper/gscholar-bibtex: Retrieve BibTeX entries from Google Scholar, ACM Digital Library, IEEE Xplore and DBLP. Might be useful for this project.
• https://www.zotero.org/: something like Mendeley. Open-source, in JS. Managed by some organization.
• Mendeley
• https://github.com/forrestbao/autoscholar: personal summarization

ECCV missing papers

@inproceedings{2014-ECCV-Zeiler-Visualizing, title={Visualizing and understanding convolutional networks}, author={Zeiler, Matthew D and Fergus, Rob}, booktitle={European conference on computer vision}, pages={818–833}, year={2014}, organization={Springer} }

Feature

Usage

(use-package smart-scholar
  :straight (smart-scholar :type git :host github
                           :repo "lihebi/smart-scholar.el")
  :config
  (setq smart-scholar-html-dir "~/github/smart-scholar-dist/html")
  (setq smart-scholar-pdf-dir "~/github/smart-scholar-pdfs")
  (setq smart-scholar-bib-dir "~/github/smart-scholar-dist/bib")
  (setq smart-scholar-manual-bib-dir "~/github/research/bib/"))

Then, use M-x smart-scholar to fire up the UI.

Implementation

download html

generate bib from html

load/unload bib

download pdf

support major CS conferences

It cost time to download html and generate bib files. You can also download the final bib files https://github.com/lihebi/smart-scholar-dist

AI conferences

• [X] NIPS
• [X] ICML
• [X] ICLR
• [ ] neurocomputing https://www.sciencedirect.com/journal/neurocomputing

• ICLR index: https://iclr.cc/archive/index.html
• 2013: https://iclr.cc/archive/2013/conference-proceedings.html
• 2014: https://iclr.cc/archive/2014/conference-proceedings/
• 2015: https://iclr.cc/archive/www/doku.php%3Fid=iclr2015:accepted-main.html
• 2016: https://iclr.cc/archive/www/doku.php%3Fid=iclr2016:accepted-main.html
• open review index: https://openreview.net/group?id=ICLR.cc
  • TODO workshops
• 2013 open review: https://openreview.net/group?id=ICLR.cc/2013
• 2017 open review: https://openreview.net/group?id=ICLR.cc/2017/conference
• 2018 open review: https://openreview.net/group?id=ICLR.cc/2018/Conference
• 2019 open reviwe: https://openreview.net/group?id=ICLR.cc/2019/Conference

Neural Science

Robotics

• [X] ICRA: International Conference on Robotics and Automation
• [X] TRO: IEEE Transactions on Robotics
• [ ] ICAPS: International Conference on Automated Planning and Scheduling
• [X] IROS: IEEE/RSJ International Conference on Intelligent Robots and Systems

Image Processing

• [X] CVPR
• [X] ICCV
• [X] ECCV

NLP:

• [X] CL
• [X] ACL
• [X] EACL
• [X] NAACL
• [X] EMNLP

Programming Language:

• [X] PLDI
• [X] POPL
• [ ] TOPLAS

System:

• [X] SOSP
• [X] OSDI

Quantum Computing: TODO

For each of them, the package will manage

• crawl the website for a bib file list, for each year
• for each bib entry, figure out what is the pdf link
• download pdfs automatically, in background
• do all these at once

Also, I noticed that downloading htmls and pdfs from publishers website is likely to be very slow, due to the visit limit of the publishers. Thus, I might want to store a git mirror of all webpages of these conferences. There might be copyright issues, but I think for webpages that is fine.

The pdf cannot be mirrored: they are too large and has copyright concern.

TODO-List

better loading granularity

E.g. loading conf by year