261 citations · 261 across the 3 of their papers we have counts for
3 papers
Memory-based Language Models: An Efficient, Explainable, and Eco-friendly Approach to Large Language Modeling
Antal van den Bosch, Ainhoa Risco Patón, Teun Buijse +2
We present memory-based language modeling as an efficient, eco-friendly alternative to deep neural network-based language modeling. It offers log-linearly scalable next-token predi…
Unsupervised Discovery of Phonological Categories through Supervised Learning of Morphological Rules
Walter Daelemans, Peter Berck, Steven Gillis
We describe a case study in the application of {\em symbolic machine learning} techniques for the discovery of linguistic rules and categories. A supervised rule induction algorith…
MBT: A Memory-Based Part of Speech Tagger-Generator
Walter Daelemans, Jakub Zavrel, Peter Berck +1
We introduce a memory-based approach to part of speech tagging. Memory-based learning is a form of supervised learning based on similarity-based reasoning. The part of speech tag o…