This repo archives the driver scripts used to produce results for the following papers:
Paper: "Learning from Measurements in Crowdsourcing Models:Inferring Ground Truth from Diverse Annotation Types"
Link: in press
Notes: This project should be operational out of the box.
Paper: "Making the Most of Crowdsourced Document Annotations: Confused Supervised LDA"
Link: http://www.aclweb.org/anthology/K15-1020
Notes: unfortunately, due to maven servers being retired running this code may require some manual dependency resolution (see source code section below).
Paper: "Early Gains Matter: A Case for Preferring Generative over Discriminative Crowdsourcing Models
Link: http://www.aclweb.org/anthology/N15-1089
Notes: unfortunately, due to maven servers being retired running this code may require some manual dependency resolution (see source code section below).
To get and run the code ecosystem and data associated with all of these projects, run
./byunlp-clone.sh
and then import the resulting projects with pom files as maven projects in Spring Tools Suite (https://spring.io/tools/sts), which is basically eclipse with lots of nice addons including maven integration. You could try using eclipse with maven plugins, but it works much more smoothly with STS.
Note: this code base is no longer being supported or maintained in any way. Feel free to borrow anything you like, but without a warrantee.