A survey of the usages of deep learning for natural language processing
Over the last several years, the field of natural language processing has been propelled
forward by an explosion in the use of deep learning models. This article provides a brief …
forward by an explosion in the use of deep learning models. This article provides a brief …
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 …
Co-writing screenplays and theatre scripts with language models: Evaluation by industry professionals
Language models are increasingly attracting interest from writers. However, such models
lack long-range semantic coherence, limiting their usefulness for longform creative writing …
lack long-range semantic coherence, limiting their usefulness for longform creative writing …
Experience grounds language
Language understanding research is held back by a failure to relate language to the
physical world it describes and to the social interactions it facilitates. Despite the incredible …
physical world it describes and to the social interactions it facilitates. Despite the incredible …
Where to hide a stolen elephant: Leaps in creative writing with multimodal machine intelligence
While developing a story, novices and published writers alike have had to look outside
themselves for inspiration. Language models have recently been able to generate text …
themselves for inspiration. Language models have recently been able to generate text …
Hierarchical neural story generation
We explore story generation: creative systems that can build coherent and fluent passages
of text about a topic. We collect a large dataset of 300K human-written stories paired with …
of text about a topic. We collect a large dataset of 300K human-written stories paired with …
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 …
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 …
A knowledge-enhanced pretraining model for commonsense story generation
Story generation, namely, generating a reasonable story from a leading context, is an
important but challenging task. In spite of the success in modeling fluency and local …
important but challenging task. In spite of the success in modeling fluency and local …
On the creativity of large language models
G Franceschelli, M Musolesi - arXiv preprint arXiv:2304.00008, 2023 - arxiv.org
Large Language Models (LLMs) are revolutionizing several areas of Artificial Intelligence.
One of the most remarkable applications is creative writing, eg, poetry or storytelling: the …
One of the most remarkable applications is creative writing, eg, poetry or storytelling: the …