@article{rudinger2015learning, title = {Learning to Predict Script Events from Domain-Specific Text}, author = {Rachel Rudinger and Vera Demberg and Ashutosh Modi and Benjamin Van Durme and Manfred Pinkal}, url = {http://www.aclweb.org/anthology/S15-1024}, year = {2015}, date = {2015}, journal = {Lexical and Computational Semantics (* SEM 2015)}, pages = {205-210}, abstract = {The automatic induction of scripts (Schank and Abelson, 1977) has been the focus of many recent works. In this paper, we employ a variety of these methods to learn Schank and Abelson’s canonical restaurant script, using a novel dataset of restaurant narratives we have compiled from a website called “Dinners from Hell.” Our models learn narrative chains, script-like structures that we evaluate with the “narrative cloze” task (Chambers and Jurafsky, 2008).}, pubstate = {published}, type = {article} }