q-fin.CP · 2026-07-02 · No. 41
Computational Finance, 2026-07-02.
1 new papers in q-fin.CP. Titles, authors,
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01 — The papers
1 entries-
01
Shapley in Context: Explaining Financial Language with Domain Expertise
Dangxing Chen, Pengzhan Guo
q-fin.CP · cs.LG
In recent years, large language models have achieved remarkable success and have seen growing adoption in financial applications. At the same time, explainability remains critical in finance, a domain characterized by high stakes and strict regulatory requirements. Although numerous methods have been proposed to explain black box machine learning models, the majority of these approaches are designed for general purpose tasks and do not...
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