Creative writing with a machine in the loop: Case studies on slogans and stories

E Clark, AS Ross, C Tan, Y Ji, NA Smith - Proceedings of the 23rd …, 2018 - dl.acm.org
As the quality of natural language generated by artificial intelligence systems improves,
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

N Singh, G Bernal, D Savchenko… - ACM Transactions on …, 2023 - dl.acm.org
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 …

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 …

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 …

Help me write a poem: Instruction tuning as a vehicle for collaborative poetry writing

T Chakrabarty, V Padmakumar, H He - arXiv preprint arXiv:2210.13669, 2022 - arxiv.org
Recent work in training large language models (LLMs) to follow natural language
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

MN Hoque, T Mashiat, B Ghai, CD Shelton… - Proceedings of the CHI …, 2024 - dl.acm.org
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 …

Social dynamics of AI support in creative writing

KI Gero, T Long, LB Chilton - Proceedings of the 2023 CHI Conference …, 2023 - dl.acm.org
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 …

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 …

Choice over control: How users write with large language models using diegetic and non-diegetic prompting

H Dang, S Goller, F Lehmann, D Buschek - Proceedings of the 2023 CHI …, 2023 - dl.acm.org
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 …

A design space for writing support tools using a cognitive process model of writing

K Gero, A Calderwood, C Li… - Proceedings of the first …, 2022 - aclanthology.org
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 …