Sprucing up the trees – Error detection in treebanks
Ines Rehbein, Josef Ruppenhofer · Publication Server of the Institute for German Language (Institute for German Language) · 2018
We present a method for detecting annotation errors in manually and automatically annotated dependency parse trees, based on ensemble parsing in combination with Bayesian inference, guided by active learning.We evaluate our method in different scenarios: (i) for error detection in dependency treebanks and (ii) for improving parsing accuracy on in-and out-of-domain data.