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Co-writing with opinionated language models affects users' views
If large language models like GPT-3 preferably produce a particular point of view, they may
influence people's opinions on an unknown scale. This study investigates whether a …
influence people's opinions on an unknown scale. This study investigates whether a …
Lamp: When large language models meet personalization
A Salemi, S Mysore, M Bendersky, H Zamani - ar** a story, novices and published writers alike have had to look outside
themselves for inspiration. Language models have recently been able to generate text …
themselves for inspiration. Language models have recently been able to generate text …
Choice over control: How users write with large language models using diegetic and non-diegetic prompting
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 …
distinguishes between (1) diegetic prompts (part of the narrative, eg “Once upon a time, I …
The value, benefits, and concerns of generative ai-powered assistance in writing
Recent advances in generative AI technologies like large language models raise both
excitement and concerns about the future of human-AI co-creation in writing. To unpack …
excitement and concerns about the future of human-AI co-creation in writing. To unpack …
Optimization methods for personalizing large language models through retrieval augmentation
This paper studies retrieval-augmented approaches for personalizing large language
models (LLMs), which potentially have a substantial impact on various applications and …
models (LLMs), which potentially have a substantial impact on various applications and …
The AI ghostwriter effect: When users do not perceive ownership of AI-generated text but self-declare as authors
Human-AI interaction in text production increases complexity in authorship. In two empirical
studies (n1= 30 & n2= 96), we investigate authorship and ownership in human-AI …
studies (n1= 30 & n2= 96), we investigate authorship and ownership in human-AI …
The impact of multiple parallel phrase suggestions on email input and composition behaviour of native and non-native english writers
We present an in-depth analysis of the impact of multi-word suggestion choices from a
neural language model on user behaviour regarding input and text composition in email …
neural language model on user behaviour regarding input and text composition in email …
Integrating language models into classifiers for BCI communication: a review
Objective. The present review systematically examines the integration of language models
to improve classifier performance in brain–computer interface (BCI) communication systems …
to improve classifier performance in brain–computer interface (BCI) communication systems …