As an example, consider processing the ambiguous word bank as depicted in Figure 2: when observing an occurrence of this word in a sentence about a financial topic, a classifier like fastText will likely suggest topic labels such as finance, money or financial institute because of the fact that the input sentence is about such a topic.
we also tested fastSense on SemEval-2007 Task 17 Subtask 1 (SE7) and Subtask 3 (SE7'), SemEval-2013 Task 12 (SE13) and SemEval-2015 Task 13 (SE15).