Content Type Dataset - v1.5

This repository contains: - the Content Type Dataset Version 1.5 (in the folder "Datasets"); - the latest version of the guidelines for annotating Content Types; - the data statement related to CTD V1.5; - a set of spreadsheets containing metadata about the documents included in the dataset, e.g. year of publication, author's name, author's nationality, author's gender (in the folder "Documents_Metadata"); - the data to replicate a set of experiments for the identification of Content Types (in the folder "Datasets"); - the best model for the identification of Content Types obtained adopting the BiLSTM-CNN-CRF with ELMo-Representations for Sequence Tagging implementation by Nils Reimers and Iryna Gurevych (in the folder "Best_Model"); - the data used to calculate the Inter-Annotator Agreement (in the folder "IAA"): the script used for calculating Cohen's k is available here: https://github.com/johnnymoretti/CAT_R_Kappa_Cohen