Login (DCU Staff Only)
Login (DCU Staff Only)

DORAS | DCU Research Repository

Explore open access research and scholarly works from DCU

Advanced Search

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

Dzendzik, Daria, Vogel, Carl and Liu, Qun orcid logoORCID: 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.

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.
Metadata
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
Documents

Full text available as:

[thumbnail of 09.pdf]
Preview
PDF - Requires a PDF viewer such as GSview, Xpdf or Adobe Acrobat Reader
254kB
Downloads

Downloads

Downloads per month over past year

Archive Staff Only: edit this record