In line with repeatability requirements, datasets used in Research track submission 181
Two Birds and One Stone: A Joint Model for Structured Entity Identification and Document Categorization
Indrajit Bhattacharya, Shantanu Godbole, Sachindra Joshi

can be downloaded here (16 MB) (readme included).