Fig. 5: Examples of word clouds output by the Sent-LDA model.
From: What drives reputational risk? Evidence from textual risk disclosures in financial statements
Most topics extracted by the original Sent-LDA model contain some high-frequency words like “reputation”, “operation” or “business”; but the words that reflect the risk drivers of reputation risk cannot be identified.
