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Controlled Randomness Improves the Performance of Transformer Models
How Does Knowledge Injection Help in Informed Machine Learning?
Towards Automated Regulatory Compliance Verification in Financial Auditing with Large Language Models
From Open Set Recognition Towards Robust Multi-class Classification
Uncovering Inconsistencies and Contradictions in Financial Reports using Large Language Models
A New Aligned Simple German Corpus
An Empirical Evaluation of the Rashomon Effect in Explainable Machine Learning
Improving Zero-Shot Text Matching for Financial Auditing with Large Language Models
Contradiction Detection in Financial Reports
KPI-EDGAR: A Novel Dataset and Accompanying Metric for Relation Extraction from Financial Documents