A Comprehensive Review on Financial Explainable AI

21 September 2023

Papers citing "A Comprehensive Review on Financial Explainable AI"

8 / 8 papers shown

Title
Towards Faithful Natural Language Explanations: A Study Using Activation Patching in Large Language Models Wei Jie Yeo Ranjan Satapathy Erik Cambria 29 0 0 18 Oct 2024
XAI meets LLMs: A Survey of the Relation between Explainable AI and Large Language Models Erik Cambria Lorenzo Malandri Fabio Mercorio Navid Nobani Andrea Seveso 50 11 0 21 Jul 2024
How Interpretable are Reasoning Explanations from Prompting Large Language Models? Yeo Wei Jie Ranjan Satapathy Rick Mong Erik Cambria ReLM LRM 57 16 0 19 Feb 2024
A Systematic Literature Review on Explainability for Machine/Deep Learning-based Software Engineering Research Sicong Cao Xiaobing Sun Ratnadira Widyasari David Lo Xiaoxue Wu ... Jiale Zhang Bin Li Wei Liu Di Wu Yixin Chen 33 6 0 26 Jan 2024
RESHAPE: Explaining Accounting Anomalies in Financial Statement Audits by enhancing SHapley Additive exPlanations Ricardo Müller Marco Schreyer Timur Sattarov Damian Borth AAML MLAU 24 7 0 19 Sep 2022
Can Interpretable Reinforcement Learning Manage Prosperity Your Way? Charl Maree C. Omlin AIFin 13 6 0 18 Feb 2022
On the Trustworthiness of Tree Ensemble Explainability Methods Angeline Yasodhara Azin Asgarian Diego Huang Parinaz Sobhani FAtt 19 5 0 30 Sep 2021
Explainable AI in Credit Risk Management Branka Hadji Misheva Jörg Osterrieder Ali Hirsa O. Kulkarni Stephen Lin 38 64 0 01 Mar 2021