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"

50 / 277 papers shown

Title
Whose Emotions and Moral Sentiments Do Language Models Reflect? Zihao He Siyi Guo Ashwin Rao Kristina Lerman 44 12 0 16 Feb 2024
Quantifying the Persona Effect in LLM Simulations Tiancheng Hu Nigel Collier 33 52 0 16 Feb 2024
I Am Not Them: Fluid Identities and Persistent Out-group Bias in Large Language Models Wenchao Dong Assem Zhunis Hyojin Chin Jiyoung Han Meeyoung Cha 30 2 0 16 Feb 2024
DELL: Generating Reactions and Explanations for LLM-Based Misinformation Detection Herun Wan Shangbin Feng Zhaoxuan Tan Heng Wang Yulia Tsvetkov Minnan Luo 72 29 0 16 Feb 2024
Chain-of-Planned-Behaviour Workflow Elicits Few-Shot Mobility Generation in LLMs Chenyang Shao Fengli Xu Bingbing Fan Jingtao Ding Yuan Yuan Meng Wang Yong Li LRM 19 6 0 15 Feb 2024
Connecting Algorithmic Fairness to Quality Dimensions in Machine Learning in Official Statistics and Survey Production Patrick Oliver Schenk Christoph Kern FaML 31 0 0 14 Feb 2024
LLM-driven Imitation of Subrational Behavior : Illusion or Reality? Andrea Coletta Kshama Dwarakanath Penghang Liu Svitlana Vyetrenko T. Balch 29 10 0 13 Feb 2024
A Roadmap to Pluralistic Alignment Taylor Sorensen Jared Moore Jillian R. Fisher Mitchell L. Gordon Niloofar Mireshghallah ... Liwei Jiang Ximing Lu Nouha Dziri Tim Althoff Yejin Choi 65 80 0 07 Feb 2024
Can Large Language Model Agents Simulate Human Trust Behaviors? Chengxing Xie Canyu Chen Feiran Jia Ziyu Ye Kai Shu Adel Bibi Ziniu Hu Philip H. S. Torr Guohao Li Bernard Ghanem LM&Ro LLMAG 79 53 0 07 Feb 2024
Detecting Mode Collapse in Language Models via Narration Sil Hamilton 10 9 0 06 Feb 2024
Measuring machine learning harms from stereotypes: requires understanding who is being harmed by which errors in what ways Angelina Wang Xuechunzi Bai Solon Barocas Su Lin Blodgett FaML 47 5 0 06 Feb 2024
Systematic Biases in LLM Simulations of Debates Amir Taubenfeld Yaniv Dover Roi Reichart Ariel Goldstein 30 49 0 06 Feb 2024
Limits of Large Language Models in Debating Humans James Flamino Mohammed Shahid Modi B. Szymański Brendan Cross Colton Mikolajczyk LLMAG ALM 14 4 0 06 Feb 2024
Preference-Conditioned Language-Guided Abstraction Andi Peng Andreea Bobu Belinda Z. Li T. Sumers Ilia Sucholutsky Nishanth Kumar Thomas L. Griffiths Julie A. Shah 29 12 0 05 Feb 2024
GLaPE: Gold Label-agnostic Prompt Evaluation and Optimization for Large Language Model Xuanchang Zhang Zhuosheng Zhang Hai Zhao LRM ALM 19 2 0 04 Feb 2024
Computational Experiments Meet Large Language Model Based Agents: A Survey and Perspective Qun Ma Xiao Xue Deyu Zhou Xiangning Yu Donghua Liu ... Yifan Shen Peilin Ji Juanjuan Li Gang Wang Wanpeng Ma AI4CE LM&Ro LLMAG 18 7 0 01 Feb 2024
Do Language Models Exhibit the Same Cognitive Biases in Problem Solving as Human Learners? Andreas Opedal Alessandro Stolfo Haruki Shirakami Ying Jiao Ryan Cotterell Bernhard Schölkopf Abulhair Saparov Mrinmaya Sachan LRM 37 13 0 31 Jan 2024
LLM Voting: Human Choices and AI Collective Decision Making Joshua C. Yang Damian Dailisan Marcin Korecki C. I. Hausladen Dirk Helbing 34 18 0 31 Jan 2024
KAUCUS: Knowledge Augmented User Simulators for Training Language Model Assistants Kaustubh D. Dhole 29 3 0 29 Jan 2024
Enhancing In-context Learning via Linear Probe Calibration Momin Abbas Yi Zhou Parikshit Ram Nathalie Baracaldo Horst Samulowitz Theodoros Salonidis Tianyi Chen 76 9 0 22 Jan 2024
AI for social science and social science of AI: A Survey Ruoxi Xu Yingfei Sun Mengjie Ren Shiguang Guo Ruotong Pan Hongyu Lin Le Sun Xianpei Han 63 46 0 22 Jan 2024
STICKERCONV: Generating Multimodal Empathetic Responses from Scratch Yiqun Zhang Fanheng Kong Peidong Wang Shuang Sun Lingshuai Wang Shi Feng Daling Wang Yifei Zhang Kaisong Song 28 10 0 20 Jan 2024
AboutMe: Using Self-Descriptions in Webpages to Document the Effects of English Pretraining Data Filters L. Lucy Suchin Gururangan Luca Soldaini Emma Strubell David Bamman Lauren Klein Jesse Dodge 28 14 0 12 Jan 2024
Misconfidence-based Demonstration Selection for LLM In-Context Learning Shangqing Xu Chao Zhang 73 15 0 12 Jan 2024
AugSumm: towards generalizable speech summarization using synthetic labels from large language model Jee-weon Jung Roshan S. Sharma William Chen Bhiksha Raj Shinji Watanabe 53 4 0 10 Jan 2024
Bootstrapping LLM-based Task-Oriented Dialogue Agents via Self-Talk Dennis Ulmer Elman Mansimov Kaixiang Lin Justin Sun Xibin Gao Yi Zhang LLMAG 32 27 0 10 Jan 2024
Exploring the Frontiers of LLMs in Psychological Applications: A Comprehensive Review Luoma Ke Song Tong Peng Cheng Kaiping Peng OffRL LM&MA 59 20 0 03 Jan 2024
How Far Are LLMs from Believable AI? A Benchmark for Evaluating the Believability of Human Behavior Simulation Yang Xiao Yi Cheng Jinlan Fu Jiashuo Wang Wenjie Li Pengfei Liu LLMAG 49 4 0 28 Dec 2023
Adapting Large Language Models for Education: Foundational Capabilities, Potentials, and Challenges Qingyao Li Lingyue Fu Weiming Zhang Xianyu Chen Jingwei Yu Wei Xia Weinan Zhang Ruiming Tang Yong Yu AI4Ed ELM 38 18 0 27 Dec 2023
The Challenge of Using LLMs to Simulate Human Behavior: A Causal Inference Perspective George Gui Olivier Toubia 45 31 0 24 Dec 2023
Do LLM Agents Exhibit Social Behavior? Yan Leng Yuan Yuan LLMAG 36 34 0 23 Dec 2023
I-CEE: Tailoring Explanations of Image Classification Models to User Expertise Yao Rong Peizhu Qian Vaibhav Unhelkar Enkelejda Kasneci 34 0 0 19 Dec 2023
Large Language Models Empowered Agent-based Modeling and Simulation: A Survey and Perspectives Chen Gao Xiaochong Lan Nian Li Yuan Yuan Jingtao Ding Zhilun Zhou Fengli Xu Yong Li LLMAG AI4CE LM&Ro 41 103 0 19 Dec 2023
Measurement in the Age of LLMs: An Application to Ideological Scaling Sean O'Hagan Aaron Schein 48 8 0 14 Dec 2023
Can Large Language Models Serve as Rational Players in Game Theory? A Systematic Analysis Caoyun Fan Jindou Chen Yaohui Jin Hao He 11 55 0 09 Dec 2023
Digital Life Project: Autonomous 3D Characters with Social Intelligence Zhongang Cai Jian-Dong Jiang Zhongfei Qing Xinying Guo Mingyuan Zhang ... Yukun Wei Xiaogang Wang Chen Change Loy Lei Yang Ziwei Liu VGen 30 24 0 07 Dec 2023
Generative agent-based modeling with actions grounded in physical, social, or digital space using Concordia A. Vezhnevets J. Agapiou Avia Aharon Ron Ziv Jayd Matyas Edgar A. Duénez-Guzmán William A. Cunningham Simon Osindero Danny Karmon Joel Z Leibo LLMAG LM&Ro AI4CE 35 40 0 06 Dec 2023
How should the advent of large language models affect the practice of science? Marcel Binz Stephan Alaniz Adina Roskies B. Aczel Carl T. Bergstrom ... Emily M. Bender M. Marelli Matthew M. Botvinick Zeynep Akata Eric Schulz 31 8 0 05 Dec 2023
Towards a Psychological Generalist AI: A Survey of Current Applications of Large Language Models and Future Prospects Tianyu He Guanghui Fu Y. Yu Fan Wang Jianqiang Li ... Changwei Song Hongzhi Qi Dan Luo Huijing Zou Bing Xiang Yang AI4MH AI4CE LM&MA 24 10 0 01 Dec 2023
Conceptual Engineering Using Large Language Models Bradley Paul Allen 29 0 0 01 Dec 2023
Leveraging LLMs in Scholarly Knowledge Graph Question Answering Tilahun Abedissa Taffa Ricardo Usbeck RALM 18 12 0 16 Nov 2023
Grounding Gaps in Language Model Generations Omar Shaikh Kristina Gligorić Ashna Khetan Matthias Gerstgrasser Diyi Yang Dan Jurafsky 15 21 0 15 Nov 2023
Gen-Z: Generative Zero-Shot Text Classification with Contextualized Label Descriptions Sachin Kumar Chan Young Park Yulia Tsvetkov VLM 24 2 0 13 Nov 2023
On the steerability of large language models toward data-driven personas Junyi Li Ninareh Mehrabi Charith Peris Palash Goyal Kai-Wei Chang Aram Galstyan Richard Zemel Rahul Gupta 25 29 0 08 Nov 2023
Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMs Shashank Gupta Vaishnavi Shrivastava A. Deshpande A. Kalyan Peter Clark Ashish Sabharwal Tushar Khot 128 101 0 08 Nov 2023
Do LLMs exhibit human-like response biases? A case study in survey design Lindia Tjuatja Valerie Chen Sherry Tongshuang Wu Ameet Talwalkar Graham Neubig 27 80 0 07 Nov 2023
In-Context Exemplars as Clues to Retrieving from Large Associative Memory Jiachen Zhao 16 7 0 06 Nov 2023
The language of prompting: What linguistic properties make a prompt successful? Alina Leidinger R. Rooij Ekaterina Shutova 35 41 0 03 Nov 2023
Large Language Models Illuminate a Progressive Pathway to Artificial Healthcare Assistant: A Review Mingze Yuan Peng Bao Jiajia Yuan Yunhao Shen Zi Chen ... Jie Zhao Yang Chen Li Zhang Lin Shen Bin Dong ELM LM&MA 46 13 0 03 Nov 2023
Leveraging Large Language Models for Collective Decision-Making Marios Papachristou Longqi Yang Chin-Chia Hsu LLMAG 39 2 0 03 Nov 2023