Out of One, Many: Using Language Models to Simulate Human Samples

14 September 2022

Papers citing "Out of One, Many: Using Language Models to Simulate Human Samples"

27 / 277 papers shown

Title
Can LLMs Capture Human Preferences? Ali Goli Amandeep Singh 56 1 0 04 May 2023
Psychologically-Inspired Causal Prompts Zhiheng Lyu Zhijing Jin Justus Mattern Rada Mihalcea Mrinmaya Sachan Bernhard Schoelkopf CML 35 0 0 02 May 2023
The Parrot Dilemma: Human-Labeled vs. LLM-augmented Data in Classification Tasks Anders Giovanni Møller Jacob Aarup Dalsgaard Arianna Pera L. Aiello 81 35 0 26 Apr 2023
Testing the Reliability of ChatGPT for Text Annotation and Classification: A Cautionary Remark Michael V. Reiss 22 77 0 17 Apr 2023
ChatGPT-4 Outperforms Experts and Crowd Workers in Annotating Political Twitter Messages with Zero-Shot Learning Petter Törnberg AI4MH 22 141 0 13 Apr 2023
Can Large Language Models Transform Computational Social Science? Caleb Ziems William B. Held Omar Shaikh Jiaao Chen Zhehao Zhang Diyi Yang LLMAG 36 286 0 12 Apr 2023
What does ChatGPT return about human values? Exploring value bias in ChatGPT using a descriptive value theory Ronald Fischer Markus Luczak-Rösch J. Karl 28 17 0 07 Apr 2023
Generative Agents: Interactive Simulacra of Human Behavior J. Park Joseph C. O'Brien Carrie J. Cai Meredith Ringel Morris Percy Liang Michael S. Bernstein LM&Ro AI4CE 232 1,742 0 07 Apr 2023
Whose Opinions Do Language Models Reflect? Shibani Santurkar Esin Durmus Faisal Ladhak Cinoo Lee Percy Liang Tatsunori Hashimoto 21 385 0 30 Mar 2023
Synthetically generated text for supervised text analysis Andrew Halterman DeLMO 32 6 0 28 Mar 2023
ChatGPT Outperforms Crowd-Workers for Text-Annotation Tasks Fabrizio Gilardi Meysam Alizadeh M. Kubli AI4MH 73 867 0 27 Mar 2023
Large Language Models Can Be Used to Estimate the Latent Positions of Politicians Patrick Y. Wu Jonathan Nagler Joshua A. Tucker Solomon Messing 20 27 0 21 Mar 2023
Language Model Behavior: A Comprehensive Survey Tyler A. Chang Benjamin Bergen VLM LRM LM&MA 27 103 0 20 Mar 2023
GPTs are GPTs: An Early Look at the Labor Market Impact Potential of Large Language Models Tyna Eloundou Sam Manning Pamela Mishkin Daniel Rock ELM 30 380 0 17 Mar 2023
Susceptibility to Influence of Large Language Models Lewis D. Griffin Bennett Kleinberg Maximilian Mozes Kimberly T. Mai Maria Vau M. Caldwell Augustine N. Mavor-Parker 49 14 0 10 Mar 2023
Do large language models resemble humans in language use? Zhenguang G. Cai Xufeng Duan David A. Haslett Shuqi Wang M. Pickering ALM 78 37 0 10 Mar 2023
Personalisation within bounds: A risk taxonomy and policy framework for the alignment of large language models with personalised feedback Hannah Rose Kirk Bertie Vidgen Paul Röttger Scott A. Hale 33 99 0 09 Mar 2023
Machine Love Joel Lehman 28 5 0 18 Feb 2023
AI Chat Assistants can Improve Conversations about Divisive Topics Lisa P. Argyle Ethan C. Busby Joshua R Gubler Christopher A Bail Thomas Howe Christopher Rytting David Wingate 16 0 0 14 Feb 2023
Diminished Diversity-of-Thought in a Standard Large Language Model Peter S. Park P. Schoenegger Chongyang Zhu ELM AI4CE ALM 30 37 0 13 Feb 2023
Prompting Large Language Model for Machine Translation: A Case Study Biao Zhang Barry Haddow Alexandra Birch LRM 18 274 0 17 Jan 2023
Blind Judgement: Agent-Based Supreme Court Modelling With GPT S. Hamilton LLMAG ELM 27 38 0 12 Jan 2023
Moral Mimicry: Large Language Models Produce Moral Rationalizations Tailored to Political Identity Gabriel Simmons 105 57 0 24 Sep 2022
Will It Blend? Mixing Training Paradigms & Prompting for Argument Quality Prediction Michiel van der Meer Myrthe Reuver Urja Khurana Lea Krause Selene Báez Santamaría 40 14 0 19 Sep 2022
Prompting as Probing: Using Language Models for Knowledge Base Construction Dimitrios Alivanistos Selene Báez Santamaría Michael Cochez Jan-Christoph Kalo Emile van Krieken Thiviyan Thanapalasingam KELM 22 45 0 23 Aug 2022
Using Large Language Models to Simulate Multiple Humans and Replicate Human Subject Studies Gati Aher RosaI. Arriaga Adam Tauman Kalai 57 349 0 18 Aug 2022
Improving In-Context Few-Shot Learning via Self-Supervised Training Mingda Chen Jingfei Du Ramakanth Pasunuru Todor Mihaylov Srini Iyer Ves Stoyanov Zornitsa Kozareva SSL AI4MH 32 63 0 03 May 2022