Matthew G Lee

schoolUniversity of Californiabar_chart#8492 Global Rank

Total Papers

HCI Rank

#8492

Research Areas

Years Active

Recent Publications

Rambler: Supporting Writing With Speech via LLM-Assisted Gist Manipulation

Dictation enables efficient text input on mobile devices. However, writing with speech can produce disfluent, wordy, and incoherent text and thus requires heavy post-processing. This paper presents Rambler, an LLM-powered graphical user interface that supports gist-level manipulation of dictated text with two main set…

DIS '235th+ AuthorConversational Chatbots +1

Herding AI Cats: Lessons from Designing a Chatbot by Prompting GPT-3

Prompting Large Language Models (LLMs) is an exciting new approach to designing chatbots. But can it improve LLM’s user experience (UX) reliably enough to power chatbot products? Our attempt to design a robust chatbot by prompting GPT-3/4 alone suggests: not yet. Prompts made achieving “80%” UX goals easy, but not the…

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