Better AI, Worse Disclosures? The Unintended Consequences of NLP on Financial Reporting
Abstract: This paper studies how the growing use of algorithms to read and produce corporate disclosure can ultimately degrade disclosure quality. I show that when both managers and investors employ natural language processing algorithms, strategic disclosure behavior can lead to decreased information quality despite technological improvements...
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