Creative writing with a machine in the loop: Case studies on slogans and stories
As the quality of natural language generated by artificial intelligence systems improves,
writing interfaces can support interventions beyond grammar-checking and spell-checking …
writing interfaces can support interventions beyond grammar-checking and spell-checking …
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 …
Creative writing with an ai-powered writing assistant: Perspectives from professional writers
D Ippolito, A Yuan, A Coenen, S Burnam - arXiv preprint arXiv:2211.05030, 2022 - arxiv.org
Recent developments in natural language generation (NLG) using neural language models
have brought us closer than ever to the goal of building AI-powered creative writing tools …
have brought us closer than ever to the goal of building AI-powered creative writing tools …
Wordcraft: story writing with large language models
A Yuan, A Coenen, E Reif, D Ippolito - Proceedings of the 27th …, 2022 - dl.acm.org
The latest generation of large neural language models such as GPT-3 have achieved new
levels of performance on benchmarks for language understanding and generation. These …
levels of performance on benchmarks for language understanding and generation. These …
Help me write a poem: Instruction tuning as a vehicle for collaborative poetry writing
Recent work in training large language models (LLMs) to follow natural language
instructions has opened up exciting opportunities for natural language interface design …
instructions has opened up exciting opportunities for natural language interface design …
The HaLLMark Effect: Supporting Provenance and Transparent Use of Large Language Models in Writing with Interactive Visualization
The use of Large Language Models (LLMs) for writing has sparked controversy both among
readers and writers. On one hand, writers are concerned that LLMs will deprive them of …
readers and writers. On one hand, writers are concerned that LLMs will deprive them of …
Social dynamics of AI support in creative writing
Recently, large language models have made huge advances in generating coherent,
creative text. While much research focuses on how users can interact with language models …
creative text. While much research focuses on how users can interact with language models …
Automated assistance for creative writing with an rnn language model
M Roemmele, AS Gordon - … of the 23rd International Conference on …, 2018 - dl.acm.org
This work demonstrates an interface, Creative Help, that assists people with creative writing
by automatically suggesting new sentences in a story. Authors can freely edit the generated …
by automatically suggesting new sentences in a story. Authors can freely edit the generated …
Choice over control: How users write with large language models using diegetic and non-diegetic prompting
We propose a conceptual perspective on prompts for Large Language Models (LLMs) that
distinguishes between (1) diegetic prompts (part of the narrative, eg “Once upon a time, I …
distinguishes between (1) diegetic prompts (part of the narrative, eg “Once upon a time, I …
A design space for writing support tools using a cognitive process model of writing
Improvements in language technology have led to an increasing interest in writing support
tools. In this paper we propose a design space for such tools based on a cognitive process …
tools. In this paper we propose a design space for such tools based on a cognitive process …