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GitHub - chiphuyen/sotawhat: Returns latest research results by crawling arxiv p...

 5 years ago
source link: https://github.com/chiphuyen/sotawhat
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README.md

sotawhat

This script runs using Python 3.

First, install the required packages. This script only requires nltk and PyEnchant.

$ pip install -r requirements.txt

If you run the error that the package punkt doesn't exist, download it by going into your Python environment and running:

$ python3

>>> import nltk
>>> nltk.download('punkt')

To query for a certain keyword, run:

$ python3 sotawhat.py "[keyword]" [number of results]

For example:

$ python3 sotawhat.py "perplexity" 10

If you don't specify the number of results, by default, the script returns 5 results. Each result contains the title of the paper with author and published date, a summary of the abstract, and link to the paper.

We've found that this script works well with keywords that are:

  • a model (e.g. transformer, wavenet, ...)
  • a dataset (e.g. wikitext, imagenet, ...)
  • a task (e.g. 'language model', 'machine translation', 'fuzzing', ...)
  • a metric (e.g. BLEU, perplexity, ...)
  • random stuff

report

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