GIANT: The 1-Billion Annotated Synthetic Bibliographic-Reference-String Dataset for Deep Citation Parsing. - Mark Grennan; Martin Schibel; Andrew Collins 002; Joeran Beel (AICS, 2019)

Synthetic vs. Real Reference Strings for Citation Parsing, and the Importance of Re-training and Out-Of-Sample Data for Meaningful Evaluations: Experiments with GROBID, GIANT and Cora. - Mark Grennan; Joeran Beel (CoRR, 2020)