Using a Bigram Event Model to Predict Causal Potential

Abstract

This paper addresses the problem of causal knowledge discovery. Using online screenplays, we generate a corpus of temporally ordered events. We then introduce a measure we call causal potential which is easily calculated with statistics gathered over the corpus and show that this measure is highly correlated with an event pair’s tendency of encoding a… (More)
DOI: 10.1007/978-3-642-00382-0_35

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