[fpp]

sorry mixed it up.

If I look at glove & WordNet usage e.g. for topic extraction, bagging / clustering or semantic similarity would you say we would need to get rid of such a bias, e.g. create something like a Geiger counter for NLP.

Alternative view - when doing sentiment analysis / classification would you say that such a bias actually helps to identify a type of sentiment in a doc / sentence.

[russdpale]

Wouldn't this lead to an entire of idea of contextual bias? Times when it could benefit and be used, and times where it is occluded.