Dataset used in this work: Shivashankar Subramanian, Trevor Cohn and Timothy Baldwin. Deep Ordinal Regression for Pledge Specificity Prediction, In Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP 2019), Hong Kong, China.