Copertina

A Cross-Cultural Comparison of LLM-based Public Opinion Simulation: Evaluating Chinese and U.S. Models on Diverse Societies

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Qi, Weihong, Huang, Fan, An, Jisun, Kwak, Haewoon
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Computation and Language
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Understanding Moral Reasoning Trajectories in Large Language Models: Toward Probing-Based Explainability
di: Huang, Fan, et al.
Pubblicazione: (2026)

Vulnerability of LLMs' Stated Beliefs? LLMs Belief Resistance Check Through Strategic Persuasive Conversation Interventions
di: Huang, Fan, et al.
Pubblicazione: (2026)

ToBlend: Token-Level Blending With an Ensemble of LLMs to Attack AI-Generated Text Detection
di: Huang, Fan, et al.
Pubblicazione: (2024)

Somatic in the East, Psychological in the West?: Investigating Clinically-Grounded Cross-Cultural Depression Symptom Expression in LLMs
di: Sakai, Shintaro, et al.
Pubblicazione: (2025)

Can Lessons From Human Teams Be Applied to Multi-Agent Systems? The Role of Structure, Diversity, and Interaction Dynamics
di: Muralidharan, Rasika, et al.
Pubblicazione: (2025)

ChatGPT Rates Natural Language Explanation Quality Like Humans: But on Which Scales?
di: Huang, Fan, et al.
Pubblicazione: (2024)

XChoice: Explainable Evaluation of AI-Human Alignment in LLM-based Constrained Choice Decision Making
di: Qi, Weihong, et al.
Pubblicazione: (2026)

Rematch: Robust and Efficient Matching of Local Knowledge Graphs to Improve Structural and Semantic Similarity
di: Kachwala, Zoher, et al.
Pubblicazione: (2024)

A semantic embedding space based on large language models for modelling human beliefs
di: Lee, Byunghwee, et al.
Pubblicazione: (2024)

Can we trust the evaluation on ChatGPT?
di: Aiyappa, Rachith, et al.
Pubblicazione: (2023)

What Helps Language Models Predict Human Beliefs: Demographics or Prior Stances?
di: Malone, Joseph, et al.
Pubblicazione: (2025)

Benchmarking zero-shot stance detection with FlanT5-XXL: Insights from training data, prompting, and decoding strategies into its near-SoTA performance
di: Aiyappa, Rachith, et al.
Pubblicazione: (2024)

PluRule: A Benchmark for Moderating Pluralistic Communities on Social Media
di: Kachwala, Zoher, et al.
Pubblicazione: (2026)

LLMs Can Infer Political Alignment from Online Conversations
di: Lee, Byunghwee, et al.
Pubblicazione: (2026)

CogBias: Measuring and Mitigating Cognitive Bias in Large Language Models
di: Huang, Fan, et al.
Pubblicazione: (2026)

Quantifying Gender Stereotypes in Japan between 1900 and 1999 with Word Embeddings
di: Sakai, Shintaro, et al.
Pubblicazione: (2025)

The performances of the Chinese and U.S. Large Language Models on the Topic of Chinese Culture
di: Liu, Feiyan, et al.
Pubblicazione: (2026)

SynSym: A Synthetic Data Generation Framework for Psychiatric Symptom Identification
di: Kang, Migyeong, et al.
Pubblicazione: (2026)

Representation Bias in Political Sample Simulations with Large Language Models
di: Qi, Weihong, et al.
Pubblicazione: (2024)

Simulating Opinion Dynamics with Networks of LLM-based Agents
di: Chuang, Yun-Shiuan, et al.
Pubblicazione: (2023)

Diverse Perspectives, Divergent Models: Cross-Cultural Evaluation of Depression Detection on Twitter
di: Ali, Nuredin, et al.
Pubblicazione: (2024)

Adapting Public Personas: A Multimodal Study of U.S. Legislators' Cross-Platform Social Media Strategies
di: Qi, Weihong, et al.
Pubblicazione: (2025)

Simulating The U.S. Senate: An LLM-Driven Agent Approach to Modeling Legislative Behavior and Bipartisanship
di: Baker, Zachary R., et al.
Pubblicazione: (2024)

From Individual to Society: A Survey on Social Simulation Driven by Large Language Model-based Agents
di: Mou, Xinyi, et al.
Pubblicazione: (2024)

Mind the Gap: Pitfalls of LLM Alignment with Asian Public Opinion
di: Shankar, Hari, et al.
Pubblicazione: (2026)

Chinese-Vicuna: A Chinese Instruction-following Llama-based Model
di: Fan, Chenghao, et al.
Pubblicazione: (2025)

A Comparative Study of LLM Prompting and Fine-Tuning for Cross-genre Authorship Attribution on Chinese Lyrics
di: Li, Yuxin, et al.
Pubblicazione: (2025)

SimulBench: Evaluating Language Models with Creative Simulation Tasks
di: Jia, Qi, et al.
Pubblicazione: (2024)

LLM Alignment for the Arabs: A Homogenous Culture or Diverse Ones?
di: Keleg, Amr
Pubblicazione: (2025)

Measuring Opinion Bias and Sycophancy via LLM-based Persuasion
di: Nogueira, Rodrigo, et al.
Pubblicazione: (2026)

Exploring Safety Alignment Evaluation of LLMs in Chinese Mental Health Dialogues via LLM-as-Judge
di: Cai, Yunna, et al.
Pubblicazione: (2025)

Evaluating Cultural and Social Awareness of LLM Web Agents
di: Qiu, Haoyi, et al.
Pubblicazione: (2024)

Designing Domain-Specific Large Language Models: The Critical Role of Fine-Tuning in Public Opinion Simulation
di: Lin, Haocheng
Pubblicazione: (2024)

ICH-Qwen: A Large Language Model Towards Chinese Intangible Cultural Heritage
di: Ye, Wenhao, et al.
Pubblicazione: (2025)

EnsemJudge: Enhancing Reliability in Chinese LLM-Generated Text Detection through Diverse Model Ensembles
di: Wang, Zhuoshang, et al.
Pubblicazione: (2026)

Parametric Social Identity Injection and Diversification in Public Opinion Simulation
di: Wang, Hexi, et al.
Pubblicazione: (2026)

OPOR-Bench: Evaluating Large Language Models on Online Public Opinion Report Generation
di: Yu, Jinzheng, et al.
Pubblicazione: (2025)

Can Large Language Models Simulate Human Cognition Beyond Behavioral Imitation?
di: Gu, Yuxuan, et al.
Pubblicazione: (2026)

Chinese SimpleQA: A Chinese Factuality Evaluation for Large Language Models
di: He, Yancheng, et al.
Pubblicazione: (2024)

DEBATE: A Large-Scale Benchmark for Evaluating Opinion Dynamics in Role-Playing LLM Agents
di: Chuang, Yun-Shiuan, et al.
Pubblicazione: (2025)