Papers by Vinod Sp
Evaluating AI for Finance: Is AI Credible at Assessing Investment Risk Appetite? (2025.emnlp-industry)
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Divij Chawla, Ashita Bhutada, Duc Anh Do, Abhinav Raghunathan, Vinod Sp, Cathy Guo, Dar Win Liew, Prannaya Gupta, Rishabh Bhardwaj, Rajat Bhardwaj, Soujanya Poria
| Challenge: | Our analysis was conducted on proprietary systems and open-weight models . FINRISKEVAL analyzed 1,720 profiles spanning a broad spectrum of possible risk categories . |
| Approach: | They evaluated proprietary AI systems and open-weight models to assess investment risk appetite using carefully curated user profiles. |
| Outcome: | The proposed models exhibit significant variance when user attributes that should not influence risk computation are changed. |