Structured Prediction of Sequences and Trees using Infinite Contexts
Table 3: TL stands for Token-Level Accuracy, SL stands for Sentence-Level Accuracy. MCMC results are the average of 10 runs.
['[BOLD] POS Tagger', '[BOLD] English TL', '[BOLD] English SL', '[BOLD] Danish TL', '[BOLD] Danish SL', '[BOLD] Swedish TL', '[BOLD] Swedish SL']
While for Danish we outperform the state-of-the-art tagger, the results for English and Swedish we are a little behind the Stanford Tagger. This is an promising result since our model is only based on the rules and their contexts, as opposed to the Stanford Tagger which uses complex hand-designed features and a complex form of discriminative training.