A survey on large language model based autonomous agents
Autonomous agents have long been a research focus in academic and industry
communities. Previous research often focuses on training agents with limited knowledge …
communities. Previous research often focuses on training agents with limited knowledge …
Using large language models in psychology
Large language models (LLMs), such as OpenAI's GPT-4, Google's Bard or Meta's LLaMa,
have created unprecedented opportunities for analysing and generating language data on a …
have created unprecedented opportunities for analysing and generating language data on a …
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 …
immersive environments to rehearsal spaces for interpersonal communication to prototyping …
Alpacafarm: A simulation framework for methods that learn from human feedback
Large language models (LLMs) such as ChatGPT have seen widespread adoption due to
their ability to follow user instructions well. Developing these LLMs involves a complex yet …
their ability to follow user instructions well. Developing these LLMs involves a complex yet …
The rise and potential of large language model based agents: A survey
For a long time, humanity has pursued artificial intelligence (AI) equivalent to or surpassing
the human level, with AI agents considered a promising vehicle for this pursuit. AI agents are …
the human level, with AI agents considered a promising vehicle for this pursuit. AI agents are …
Whose opinions do language models reflect?
Abstract Language models (LMs) are increasingly being used in open-ended contexts,
where the opinions they reflect in response to subjective queries can have a profound …
where the opinions they reflect in response to subjective queries can have a profound …
Using large language models to simulate multiple humans and replicate human subject studies
We introduce a new type of test, called a Turing Experiment (TE), for evaluating to what
extent a given language model, such as GPT models, can simulate different aspects of …
extent a given language model, such as GPT models, can simulate different aspects of …
Evaluating large language models in generating synthetic hci research data: a case study
P Hämäläinen, M Tavast, A Kunnari - … of the 2023 CHI Conference on …, 2023 - dl.acm.org
Collecting data is one of the bottlenecks of Human-Computer Interaction (HCI) research.
Motivated by this, we explore the potential of large language models (LLMs) in generating …
Motivated by this, we explore the potential of large language models (LLMs) in generating …
Towards measuring the representation of subjective global opinions in language models
Large language models (LLMs) may not equitably represent diverse global perspectives on
societal issues. In this paper, we develop a quantitative framework to evaluate whose …
societal issues. In this paper, we develop a quantitative framework to evaluate whose …
Evaluating the moral beliefs encoded in llms
This paper presents a case study on the design, administration, post-processing, and
evaluation of surveys on large language models (LLMs). It comprises two components:(1) A …
evaluation of surveys on large language models (LLMs). It comprises two components:(1) A …