10 citations · 14 across the 4 of their papers we have counts for
4 papers
LLM-Based Robust Product Classification in Commerce and Compliance
Sina Gholamian, Gianfranco Romani, Bartosz Rudnikowicz +1
Product classification is a crucial task in international trade, as compliance regulations are verified and taxes and duties are applied based on product categories. Manual classif…
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…
Named Entity Recognition in the Legal Domain using a Pointer Generator Network
Stavroula Skylaki, Ali Oskooei, Omar Bari +2
Named Entity Recognition (NER) is the task of identifying and classifying named entities in unstructured text. In the legal domain, named entities of interest may include the case…