EyeofBeholder-NLeSC / orange3-argument

Argument analysis, mining, and visualization add-on for Orange3.
https://research-software-directory.org/software/orange3-argument-add-on
Apache License 2.0
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Sentiment scores of arguments and chunks don't align to each other #42

Closed jiqicn closed 1 year ago

jiqicn commented 1 year ago

It's clear that this is caused by way of normalization of sentiment scores of arguments. Should find a way to have the scores normalized to reflect the actual sentiment.

jiqicn commented 1 year ago

To fix this I changed the way of normalizing the argument sentiment score as this: norm(x) = (x + 1) / 2.

Also, to have coherence scores that make more sense, I choose to use the Gaussian activation function with a deviation equals to 0.2.