Script Induction as Language Modeling Article Swipe
Related Concepts
Computer science
Programming language
Natural language processing
Rachel Rudinger
,
Pushpendre Rastogi
,
Francis Ferraro
,
Benjamin Van Durme
·
YOU?
·
· 2015
· Open Access
·
· DOI: https://doi.org/10.18653/v1/d15-1195
· OA: W2250506749
YOU?
·
· 2015
· Open Access
·
· DOI: https://doi.org/10.18653/v1/d15-1195
· OA: W2250506749
The narrative cloze is an evaluation metric commonly used for work on automatic script induction.While prior work in this area has focused on count-based methods from distributional semantics, such as pointwise mutual information, we argue that the narrative cloze can be productively reframed as a language modeling task.By training a discriminative language model for this task, we attain improvements of up to 27 percent over prior methods on standard narrative cloze metrics.
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