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Advanced Financial Reasoning at Scale: A Comprehensive Evaluation of Large Language Models on CFA Level III
Pranam Shetty, Abhisek Upadhayaya, Parth Mitesh Shah +3
As financial institutions increasingly adopt Large Language Models (LLMs), rigorous domain-specific evaluation becomes critical for responsible deployment. This paper presents a co…
GE-Chat: A Graph Enhanced RAG Framework for Evidential Response Generation of LLMs
Longchao Da, Parth Mitesh Shah, Kuan-Ru Liou +2
Large Language Models are now key assistants in human decision-making processes. However, a common note always seems to follow: "LLMs can make mistakes. Be careful with important i…
On Adversarial Robustness and Out-of-Distribution Robustness of Large Language Models
April Yang, Jordan Tab, Parth Shah +1
The increasing reliance on large language models (LLMs) for diverse applications necessitates a thorough understanding of their robustness to adversarial perturbations and out-of-d…