Automatic story generation: A survey of approaches
AI Alhussain, AM Azmi - ACM Computing Surveys (CSUR), 2021 - dl.acm.org
Computational generation of stories is a subfield of computational creativity where artificial
intelligence and psychology intersect to teach computers how to mimic humans' creativity. It …
intelligence and psychology intersect to teach computers how to mimic humans' creativity. It …
TaleBrush: Sketching stories with generative pretrained language models
While advanced text generation algorithms (eg, GPT-3) have enabled writers to co-create
stories with an AI, guiding the narrative remains a challenge. Existing systems often …
stories with an AI, guiding the narrative remains a challenge. Existing systems often …
GenAICHI: generative AI and HCI
This workshop applies human centered themes to a new and powerful technology,
generative artificial intelligence (AI). Unlike AI systems that produce decisions or …
generative artificial intelligence (AI). Unlike AI systems that produce decisions or …
Plan-and-write: Towards better automatic storytelling
Automatic storytelling is challenging since it requires generating long, coherent natural
language to describes a sensible sequence of events. Despite considerable efforts on …
language to describes a sensible sequence of events. Despite considerable efforts on …
Event representations for automated story generation with deep neural nets
Automated story generation is the problem of automatically selecting a sequence of events,
actions, or words that can be told as a story. We seek to develop a system that can generate …
actions, or words that can be told as a story. We seek to develop a system that can generate …
PlotMachines: Outline-conditioned generation with dynamic plot state tracking
We propose the task of outline-conditioned story generation: given an outline as a set of
phrases that describe key characters and events to appear in a story, the task is to generate …
phrases that describe key characters and events to appear in a story, the task is to generate …
Narrative planning: Balancing plot and character
Narrative, and in particular storytelling, is an important part of the human experience.
Consequently, computational systems that can reason about narrative can be more effective …
Consequently, computational systems that can reason about narrative can be more effective …
Towards controllable story generation
We present a general framework of analyzing existing story corpora to generate controllable
and creative new stories. The proposed framework needs little manual annotation to achieve …
and creative new stories. The proposed framework needs little manual annotation to achieve …
What happens next? event prediction using a compositional neural network model
M Granroth-Wilding, S Clark - Proceedings of the AAAI Conference on …, 2016 - ojs.aaai.org
We address the problem of automatically acquiring knowledge of event sequences from text,
with the aim of providing a predictive model for use in narrative generation systems. We …
with the aim of providing a predictive model for use in narrative generation systems. We …
Controllable neural story plot generation via reward shaping
Language-modeling--based approaches to story plot generation attempt to construct a plot
by sampling from a language model (LM) to predict the next character, word, or sentence to …
by sampling from a language model (LM) to predict the next character, word, or sentence to …