Speeding up arXiv browsing

Staying up to date with the newest NLP work is a tough job, and reading about
new research takes a significant amount of my time. For several years, one of
my work routines has been skimming over the arXiv digest. I open a few
preprints, glance over them, and write some notes into Zotero. Once a month, I
write a blog post about what I think was the most interesting, which should
force me to understand the papers, at least to the extent I can write a
summary.

It sounds great, but it recently started getting out of hand. The number of
preprints constantly grows, which brings several problems.

  1. Checking the preprints is getting time-consuming.

  2. I tend to lose attention, miss papers I would

     

     

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