A systematic review of artificial intelligence technologies used for story writing

X Fang, DTK Ng, JKL Leung, SKW Chu - Education and Information …, 2023 - Springer
With the digital revolution of artificial intelligence (AI) in language education, the way how
people write and create stories has been transformed in recent years. Although recent …

Coauthor: Designing a human-ai collaborative writing dataset for exploring language model capabilities

M Lee, P Liang, Q Yang - Proceedings of the 2022 CHI conference on …, 2022 - dl.acm.org
Large language models (LMs) offer unprecedented language generation capabilities and
exciting opportunities for interaction design. However, their highly context-dependent …

Human–AI collaboration enables more empathic conversations in text-based peer-to-peer mental health support

A Sharma, IW Lin, AS Miner, DC Atkins… - Nature Machine …, 2023 - nature.com
Advances in artificial intelligence (AI) are enabling systems that augment and collaborate
with humans to perform simple, mechanistic tasks such as scheduling meetings and …

Creativity and machine learning: A survey

G Franceschelli, M Musolesi - ACM Computing Surveys, 2024 - dl.acm.org
There is a growing interest in the area of machine learning and creativity. This survey
presents an overview of the history and the state of the art of computational creativity …

Lift: Language-interfaced fine-tuning for non-language machine learning tasks

T Dinh, Y Zeng, R Zhang, Z Lin… - Advances in …, 2022 - proceedings.neurips.cc
Fine-tuning pretrained language models (LMs) without making any architectural changes
has become a norm for learning various language downstream tasks. However, for non …

Working with AI to persuade: Examining a large language model's ability to generate pro-vaccination messages

E Karinshak, SX Liu, JS Park, JT Hancock - Proceedings of the ACM on …, 2023 - dl.acm.org
Artificial Intelligence (AI) is a transformative force in communication and messaging strategy,
with potential to disrupt traditional approaches. Large language models (LLMs), a form of AI …

Evaluating human-language model interaction

M Lee, M Srivastava, A Hardy, J Thickstun… - arXiv preprint arXiv …, 2022 - arxiv.org
Many real-world applications of language models (LMs), such as writing assistance and
code autocomplete, involve human-LM interaction. However, most benchmarks are non …

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 …

Art or artifice? large language models and the false promise of creativity

T Chakrabarty, P Laban, D Agarwal… - Proceedings of the CHI …, 2024 - dl.acm.org
Researchers have argued that large language models (LLMs) exhibit high-quality writing
capabilities from blogs to stories. However, evaluating objectively the creativity of a piece of …

Does Writing with Language Models Reduce Content Diversity?

V Padmakumar, H He - arXiv preprint arXiv:2309.05196, 2023 - arxiv.org
Large language models (LLMs) have led to a surge in collaborative writing with model
assistance. As different users incorporate suggestions from the same model, there is a risk of …