Where to Hide a Stolen Elephant: Leaps in Creative Writing with Multimodal Machine Intelligence
Informations
- Type:
- article
- Auteurs:
- Singh, Nikhil and Bernal, Guillermo and Savchenko, Daria and Glassman, Elena L.
- Pertinence:
-
Haute
- Référence:
- yang2022ai
- Doi:
- 10.1145/3511599
- Mots-clés:
- multimodal, audio, interface, images, Human-AI Interaction, writing, AI, story, audiovisual, creativ...
- Url:
- https://doi.org/10.1145/3511599
- Date de publication:
- 02/2022
- Résumé:
- Éditeur de text avec recommandations du llm. "Stimuli" (fond d'écran et sons) basés sur le texte et récupérés depuis des banques d'images et sons.
- Abstract:
- 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 fluently, producing new stochastic narratives upon request. However, effectively integrating such capabilities with human cognitive faculties and creative processes remains challenging. We propose to investigate this integration with a multimodal writing support interface that offers writing suggestions textually, visually, and aurally. We conduct an extensive study that combines elicitation of prior expectations before writing, observation and semi-structured interviews during writing, and outcome evaluations after writing. Our results illustrate individual and situational variation in machine-in-the-loop writing approaches, suggestion acceptance, and ways the system is helpful. Centrally, we report how participants perform integrative leaps, by which they do cognitive work to integrate suggestions of varying semantic relevance into their developing stories. We interpret these findings, offering modeling and design recommendations for future creative writing support technologies.
- Pdf:
- Lien pdf
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Citations
4 articles
| Titre | Type | Pertinence | Auteurs | Date Publication | Références | Citations | Actions |
|---|---|---|---|---|---|---|---|
| Co-Writing with Opinionated Language Models Affects Users’ Views | inproceedings | Haute | Jakesch, Maurice and Bhat, Advait and Buschek, Daniel and Zalmanson, Lior and Naaman, Mor | 04/2023 | 4 | 0 | |
| Parachute: Evaluating Interactive Human-LM Co-writing Systems | misc | Haute | Hua Shen and Tongshuang Wu | 03/2023 | 1 | 0 | |
| What Can’t Large Language Models Do? The Future of AI-Assisted Academic Writing | inproceedings | Haute | Fok, Raymond and Weld, Daniel S | 12/2022 | 1 | 0 | |
| Loose Ends: A Mixed-Initiative Creative Interface for Playful Storytelling | inproceedings | Haute | Kreminski, Max and Dickinson, Melanie and Wardrip-Fruin, Noah and Mateas, Michael | 12/2021 | 1 | 0 |
Mots-clés