Author name cluster

Sasha Schriber

Possible papers associated with this exact author name in Arrow. This page groups case-insensitive exact name matches and is not a full identity disambiguation profile.

2 papers

1 author row

AAAI Conference 2018 Conference Paper

Computer-Assisted Authoring for Natural Language Story Scripts

Rushit Sanghrajka
Wojciech Witoń
Sasha Schriber
Markus Gross
Mubbasir Kapadia

In order to assist scriptwriters during the process of storywriting, we have developed a system that can extract information from natural language stories, and allow for story-centric as well as character-centric reasoning. These inferencing capabilities are exposed to the user through intuitive querying systems, allowing the scriptwriter to ask the system questions about story and character information. We introduce knowledge bytes as atoms of information and demonstrate that the system can parse text into a stream of knowledge bytes and use these mentioned reasoning capabilities through logical reasoning.

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AAAI Conference 2018 Conference Paper

InspireMe: Learning Sequence Models for Stories

Vincent Fortuin
Romann Weber
Sasha Schriber
Diana Wotruba
Markus Gross

We present a novel approach to modeling stories using recurrent neural networks. Different story features are extracted using natural language processing techniques and used to encode the stories as sequences. These sequences can be learned by deep neural networks, in order to predict the next story events. The predictions can be used as an inspiration for writers who experience a writer’s block. We further assist writers in their creative process by generating visualizations of the character interactions in the story. We show that suggestions from our model are rated as highly as the real scenes from a set of ﬁlms and that our visualizations can help people in gaining deeper story understanding.

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