3 In addition, we experimented with the following variations: (1) ignoring stopwords (2) performing a weighted average of the words in the context using tf-idf weights (3) considering just the 5-word window around the target word instead of the whole sentence.
in the WSD experiment the context provided for the target words is a full paragraph.