3 papers
cs.CL2025
Improving the Accuracy and Efficiency of Legal Document Tagging with Large Language Models and Instruction Prompts
Emily Johnson, Xavier Holt, Noah Wilson
Legal multi-label classification is a critical task for organizing and accessing the vast amount of legal documentation. Despite its importance, it faces challenges such as the com…
cs.LG2019
Probabilistic Models of Relational Implication
Xavier Holt
Relational data in its most basic form is a static collection of known facts. However, by learning to infer and deduct additional information and structure, we can massively increa…
cs.CL2016
Presenting a New Dataset for the Timeline Generation Problem
Xavier Holt, Will Radford, Ben Hachey
The timeline generation task summarises an entity's biography by selecting stories representing key events from a large pool of relevant documents. This paper addresses the lack of…