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This repository contains all of the source code for the work described in the following paper:

Natalie Parde and Rodney D. Nielsen. Finding Patterns in Noisy Crowds: Regression-based Annotation Aggregation for Crowdsourced Data. To appear in the Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP 2017). Copenhagen, Denmark, September 7-11, 2017.

The code is divided into subdirectories; each subdirectory includes its own README file. Please refer to these README files for instructions on running the code. All sample data is licensed under a Creative Commons Attribution ShareAlike 3.0 Unported License.

If you use this code in any way, please cite the paper referenced above. Feel free to get in touch if you have any questions, either through GitHub or at: