2 papers
cs.DL2024
The emergence of Large Language Models (LLM) as a tool in literature reviews: an LLM automated systematic review
Dmitry Scherbakov, Nina Hubig, Vinita Jansari +2
Objective: This study aims to summarize the usage of Large Language Models (LLMs) in the process of creating a scientific review. We look at the range of stages in a review that ca…
cs.LG2024
Advancing Anomaly Detection: Non-Semantic Financial Data Encoding with LLMs
Alexander Bakumenko, KateÅina HlaváÄková-Schindler, Claudia Plant +1
Detecting anomalies in general ledger data is of utmost importance to ensure trustworthiness of financial records. Financial audits increasingly rely on machine learning (ML) algor…