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