SSRNLLMs & Text
Detecting Misreported Accounting: A Machine Learning Approach using Text Data
A new method using machine learning and text data from 10K reports can predict the likelihood of a firm misreporting financial information, with higher probabilities associated with higher risks and costs.
Featured in No. 54 on 20 Jun 2024 · 31 days after release · 1 citation today
- Released
- 20 May 2024
- First featured
- No. 54 · 20 Jun 2024
- Citations (Semantic Scholar)
- 1
- Influential citations
- 0
- Published in
- Not yet, as far as Semantic Scholar knows
- Shares when featured
- 2
- Identifier
- SSRN 4867498
Citations and venue from Semantic Scholar (ODC-BY), refreshed weekly. Summary: Quant Letter (CC BY 4.0).