3 papers
cs.SE2026
Specification Grounding Drives Test Effectiveness for LLM Code
Amin Haeri, Mahdi Ghelichi
Large language models frequently generate code that appears correct on typical inputs yet fails on edge cases, invalid inputs, and other specification-defined corner conditions. A…
q-fin.ST2026
Financial Bond Similarity Search Using Representation Learning
Amin Haeri, Mahdi Ghelichi, Nishant Agrawal +2
Finding similar bonds remains challenging in fixed-income analytics, as numerical financial attributes often overshadow categorical non-financial ones such as issuer sector and dom…
q-fin.RM2025
Generative AI Enhanced Financial Risk Management Information Retrieval
Amin Haeri, Jonathan Vitrano, Mahdi Ghelichi
Risk management in finance involves recognizing, evaluating, and addressing financial risks to maintain stability and ensure regulatory compliance. Extracting relevant insights fro…