For example, in the domain of portable computer reviews the word lightweight is often associated with positive sentiment bearing words such as sleek or compact, whereas in the movie review domain the same word is often associated with negative sentimentbearing words such as superficial or formulaic.
the distributional representations of the word lightweight will differ considerably between the two domains.