Fig. 1

The most frequent words retrieved by python wordcloud in the “Financial Phrasebank” (left) and “IMBSEntFiN” (right) datasets of financial sentences are displayed in this word cloud. Each word’s magnitude reflects how frequently it occurs in the dataset.