Paper: An Error Analysis Tool for Natural Language Processing and Applied Machine Learning

ACL ID C14-2001
Title An Error Analysis Tool for Natural Language Processing and Applied Machine Learning
Venue International Conference on Computational Linguistics
Session Main Conference
Year 2014
Authors

In this paper we present a simple to use web based error analysis tool to help computational linguists, researchers building language applications, and non-technical personnel managing de- velopment of language tools to analyze the predictions made by their machine learning models. The only expectation is that the users of the tool convert their data into an intuitive XML format. Once the XML is ready, several error analysis functionalities that promote principled feature engineering are a click away.