Percy Liang

schoolStanford Universitybar_chart#3516 Global Rank

Total Papers

HCI Rank

#3516

Research Areas

Years Active

Recent Publications

Generative Agents: Interactive Simulacra of Human Behavior

Believable proxies of human behavior can empower interactive applications ranging from immersive environments to rehearsal spaces for interpersonal communication to prototyping tools. In this paper, we introduce generative agents: computational software agents that simulate believable human behavior. Generative agents…

HRI '235th+ AuthorVoice User Interface (VUI) Design +1

"No, to the Right" -- Online Language Corrections for Robotic Manipulation via Shared Autonomy

Modern systems for language-guided human-robot interaction require two key components for broad adoption: adaptivity and learning efficiency. Unfortunately, existing data-driven approaches for learning instruction-following agents cannot adapt, failing to incorporate additional natural language supervision, and even i…

UIST '225th+ AuthorHuman-LLM Collaboration +2

Social Simulacra: Creating Populated Prototypes for Social Computing Systems

Social computing prototypes probe the social behaviors that may arise in an envisioned system design. This prototyping practice is currently limited to recruiting small groups of people. Unfortunately, many challenges do not arise until a system is populated at a larger scale. Can a designer understand how a social sy…

CHI '222nd AuthorHonorable MentionHuman-LLM Collaboration +1

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 capabilities are difficult to grasp and are often subjectively interpreted. In this paper, we argue that by curating and analyzing large interactio…

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