Many real-world applications of language models (LMs), such as writing assistance and code autocomplete, involve human-LM interaction. However, most benchmarks are non …
Thanks to their generative capabilities, large language models (LLMs) have become an invaluable tool for creative processes. These models have the capacity to produce hundreds …
T Wu, M Terry, CJ Cai - Proceedings of the 2022 CHI conference on …, 2022 - dl.acm.org
Although large language models (LLMs) have demonstrated impressive potential on simple tasks, their breadth of scope, lack of transparency, and insufficient controllability can make …
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 …
OC Biermann, NF Ma, D Yoon - … of the 2022 ACM Designing Interactive …, 2022 - dl.acm.org
Modern large-scale language models approach the quality of human-level writing. This promises the advent of AI writing companions performing AI-led writing under human …
Prewriting is the process of discovering and developing ideas before writing a first draft, which requires divergent thinking and often implies unstructured strategies such as …
D Yang, Y Zhou, Z Zhang, TJJ Li… - Joint Proceedings of the …, 2022 - hai-gen.github.io
Abstract Machine Learning (ML) has become an important part of the creative process for human fiction writers, allowing them to utilize various sources of information and be inspired …
K Xiong, X Ding, Y Cao, T Liu, B Qin - arXiv preprint arXiv:2305.11595, 2023 - arxiv.org
Large Language Models (LLMs) have shown impressive capabilities in various applications, but they still face various inconsistency issues. Existing works primarily focus on the …
Textual content is often the output of a collaborative writing process: We start with an initial draft, ask for suggestions, and repeatedly make changes. Agnostic of this process, today's …