Coauthor: Designing a human-ai collaborative writing dataset for exploring language model capabilities
Large language models (LMs) offer unprecedented language generation capabilities and
exciting opportunities for interaction design. However, their highly context-dependent …
exciting opportunities for interaction design. However, their highly context-dependent …
Evaluating human-language model interaction
Many real-world applications of language models (LMs), such as writing assistance and
code autocomplete, involve human-LM interaction. However, most benchmarks are non …
code autocomplete, involve human-LM interaction. However, most benchmarks are non …
Structured generation and exploration of design space with large language models for human-ai co-creation
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 …
invaluable tool for creative processes. These models have the capacity to produce hundreds …
Ai chains: Transparent and controllable human-ai interaction by chaining large language model prompts
Although large language models (LLMs) have demonstrated impressive potential on simple
tasks, their breadth of scope, lack of transparency, and insufficient controllability can make …
tasks, their breadth of scope, lack of transparency, and insufficient controllability can make …
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 …
From tool to companion: Storywriters want AI writers to respect their personal values and writing strategies
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 …
promises the advent of AI writing companions performing AI-led writing under human …
" It Felt Like Having a Second Mind": Investigating Human-AI Co-creativity in Prewriting with Large Language Models
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 …
which requires divergent thinking and often implies unstructured strategies such as …
Examining inter-consistency of large language models collaboration: An in-depth analysis via debate
Large Language Models (LLMs) have shown impressive capabilities in various applications,
but they still face various inconsistency issues. Existing works primarily focus on the …
but they still face various inconsistency issues. Existing works primarily focus on the …
Conversational ai-powered design: Chatgpt as designer, user, and product
AB Kocaballi - arXiv preprint arXiv:2302.07406, 2023 - arxiv.org
The recent advancements in Large Language Models (LLMs), particularly conversational
LLMs like ChatGPT, have prompted changes in a range of fields, including design. This …
LLMs like ChatGPT, have prompted changes in a range of fields, including design. This …
Peer: A collaborative language model
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 …
draft, ask for suggestions, and repeatedly make changes. Agnostic of this process, today's …