Script Knowledge
Related Papers
Automatic Acquisition of Script Knowledge from a Text Collection
In this paper, we describe a method for automatic acquisition of script knowl- edge from a Japanese text collection. Script knowledge represents a typical sequence of actions that occur in …...
A Crowdsourced Database of Event Sequence Descriptions for the Acquisition of High-quality Script Knowledge
AbstractScripts are standardized event sequences describing typical everyday activities, which play an important role in the computational modeling of cognitive abilities (in particular for natural language processing). We present a …...
MCScript: A Novel Dataset for Assessing Machine Comprehension Using Script Knowledge
We introduce a large dataset of narrative texts and questions about these texts, intended to be used in a machine comprehension task that requires reasoning using commonsense knowledge. Our dataset …...
MCScript2.0: A Machine Comprehension Corpus Focused on Script Events and Participants
AbstractWe introduce MCScript2.0, a machine comprehension corpus for the end-to-end evaluation of script knowledge. MCScript2.0 contains approx. 20,000 questions on approx. 3,500 texts, crowdsourced based on a new collection process …...
What do Large Language Models Learn about Scripts?
AbstractScript Knowledge (Schank and Abelson, 1975) has long been recognized as crucial for language understanding as it can help in filling in unstated information in a narrative. However, such knowledge …...
Zero-shot Script Parsing
AbstractScript knowledge is useful to a variety of NLP tasks. However, existing resources only cover a small number of activities, limiting its practical usefulness. In this work, we propose a …...