14 citations · 14 across the 3 of their papers we have counts for
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★ 14 cited
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…