James F. Allen

A Corpus and Cloze Evaluation for Deeper Understanding of Commonsense Stories

2016

Nasrin Mostafazadeh, Nathanael Chambers, Xiaodong He, Devi Parikh, Dhruv Batra, Lucy Vanderwende, Pushmeet Kohli, James Allen. Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. …

CaTeRS: Causal and Temporal Relation Scheme for Semantic Annotation of Event Structures

2016

Learning commonsense causal and temporal relation between events is one of the major steps towards deeper language understanding. This is even more crucial for understanding stories and script learning. A prerequisite for learning scripts is …