1 citations · 2 across the 2 of their papers we have counts for
3 papers
The Right Model for the Job: An Evaluation of Legal Multi-Label Classification Baselines
Martina Forster, Claudia Schulz, Prudhvi Nokku +3
Multi-Label Classification (MLC) is a common task in the legal domain, where more than one label may be assigned to a legal document. A wide range of methods can be applied, rangin…
A Framework for Monitoring and Retraining Language Models in Real-World Applications
Jaykumar Kasundra, Claudia Schulz, Melicaalsadat Mirsafian +1
In the Machine Learning (ML) model development lifecycle, training candidate models using an offline holdout dataset and identifying the best model for the given task is only the f…
Discovering Domain Orders through Order Dependencies
Reza Karegar, Melicaalsadat Mirsafian, Parke Godfrey +4
Much real-world data come with explicitly defined domain orders; e.g., lexicographic order for strings, numeric for integers, and chronological for time. Our goal is to discover im…