Papers by Rahul Mittal

2 papers
A Straightforward Approach to Narratologically Grounded Character Identification (2020.coling-main)

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Challenge: Existing definitions of character are based on simplified or implicit definitions that do not capture essential distinctions between characters and other referents in narratives.
Approach: They propose a narratologically grounded definition of character that is based on clear narrological principles and annotated 170 narrative texts.
Outcome: The proposed definition of character is based on clear narratological principles and can be reliably annotated (0.78 Cohen’s ).
Inducing Stereotypical Character Roles from Plot Structure (2021.emnlp-main)

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Challenge: Stereotypical character roles are important aids to narrative understanding and are often referred to as archetypes or dramatis personae.
Approach: They propose an unsupervised method for learning stereotypical roles given only structural plot information using Vladimir Propp’s structural theory of Russian folktales.
Outcome: The proposed method induces six out of seven of Vladimir Propp’s dramatis personae with F1 measures of up to 0.70 (0.58 average), with an additional category for minor characters.

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