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COMICS

code to download comics data and train models described in The Amazing Mysteries of the Gutter: Drawing Inferences Between Panels in Comic Book Narratives.

email miyyer@umd.edu and varunm@cs.umd.edu with any comments/problems/questions/suggestions.

dependencies:

to download / unzip / preprocess COMICS data:

to train models after preprocessing (example for text cloze):

results:

methodtext cloze easytext cloze hardvisual cloze easyvisual cloze hardcharacter coherence
text only63.452.955.948.468.2
image only51.749.485.763.270.9
image text68.661.081.359.169.3

if you use the COMICS data and/or code, please cite:

@InProceedings{Iyyer:Manjunatha-Comics2017,
    Title = {The Amazing Mysteries of the Gutter: Drawing Inferences Between Panels in Comic Book Narratives},
    Booktitle = {IEEE Conference on Computer Vision and Pattern Recognition},
    Author = {Mohit Iyyer and Varun Manjunatha and Anupam Guha and Yogarshi Vyas and Jordan Boyd-Graber and Hal {Daum\'{e} III} and Larry Davis},
    Year = {2017},
}