kornosk / log-odds-ratio Goto Github PK
View Code? Open in Web Editor NEWLog-odds-ratio with informative Dirichlet priors
License: MIT License
Log-odds-ratio with informative Dirichlet priors
License: MIT License
I came across this repository after reading your NAACL '21 paper. It seems to be a simple method that captures the important words in the text dataset. But I have questions in two aspects: theory and usage.
log-odds-ratio
method constrain the number of classes in the dataset? From what I could see, it would be difficult to apply this approach if I have a dataset with more than 3 classes (or equivalently, this method is only applicable to 2/3 class dataset).A higher score indicates more significance .... A lower score means ....
k
to investigate its influence on the classification performance?Based on a sensitivity analysis, we set k=10 to extract the top-10 significant words...
README.md
. Are they simply sentences separated by \n
or some special format is required?A declarative, efficient, and flexible JavaScript library for building user interfaces.
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