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cs.IR2025
Better with Less: Small Proprietary Models Surpass Large Language Models in Financial Transaction Understanding
Wanying Ding, Savinay Narendra, Xiran Shi +4
Analyzing financial transactions is crucial for ensuring regulatory compliance, detecting fraud, and supporting decisions. The complexity of financial transaction data necessitates…
cs.IR2024
JPEC: A Novel Graph Neural Network for Competitor Retrieval in Financial Knowledge Graphs
Wanying Ding, Manoj Cherukumalli, Santosh Chikoti +1
Knowledge graphs have gained popularity for their ability to organize and analyze complex data effectively. When combined with graph embedding techniques, such as graph neural netw…