Tag: metadata
-
Including Node Textual Metadata in Laplacian-constrained Gaussian Graphical Models
Including Node Textual Metadata in Laplacian-constrained Gaussian Graphical Models arXiv:2602.15920v1 Announce Type: new Abstract: This paper addresses graph learning in Gaussian Graphical Models (GGMs). In this context, data matrices often come with auxiliary metadata (e.g., textual descriptions associated with each node) that is usually ignored in traditional graph estimation processes. To fill this gap, we…
-
Metadata Extraction Leveraging Large Language Models
Metadata Extraction Leveraging Large Language Models arXiv:2510.19334v1 Announce Type: new Abstract: The advent of Large Language Models has revolutionized tasks across domains, including the automation of legal document analysis, a critical component of modern contract management systems. This paper presents a comprehensive implementation of LLM-enhanced metadata extraction for contract review, focusing on the automatic detection…