Machine Learning, NLP, Perceptron, Tagging, From The Archives.
From the Archives: Discriminative Training Methods for Hidden Markov Models: Theory and Experiments with Perceptron Algorithms (Best Paper Award, EMNLP 2002) Author: Michael Collins Paper link Sequence tagging is a fundamental task in NLP. For instance, parts-of-speech tagging and named entity