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Who framed Roger Rabbit? Multiple choice questions answering about movie plot

Dzendzik, Daria, Vogel, Carl and Liu, Qun ORCID: 0000-0002-7000-1792 (2017) Who framed Roger Rabbit? Multiple choice questions answering about movie plot. In: The Joint Video and Language Understanding Workshop: MovieQA and The Large Scale Movie Description Challenge (LSMDC), at ICCV 2017, 23 Oct, 2017, Venice, Italy.

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Abstract

This paper introduces an approach to the task of multiple-choice question answering based on a combination of string similarities. The main idea of this work is to run a logistic regression over the concatenation of different similarity measures. Evaluating our model on the MovieQA plot data-set we obtain 79.76% accuracy, outperforming prior state-of-the-art results.

Item Type:Conference or Workshop Item (Paper)
Event Type:Workshop
Refereed:Yes
Subjects:Computer Science > Machine learning
Computer Science > Information retrieval
DCU Faculties and Centres:DCU Faculties and Schools > Faculty of Engineering and Computing > School of Computing
Copyright Information:© 2017 The Authors
Use License:This item is licensed under a Creative Commons Attribution-NonCommercial-Share Alike 3.0 License. View License
Funders:Science Foundation Ireland (Grant 13/RC/2106)
ID Code:22225
Deposited On:25 Jan 2018 14:17 by Daria Dzendzik . Last Modified 23 Nov 2018 15:36

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