Work

Algorithmic Fidelity of Large Language Models in Generating Synthetic German Public Opinions: A Case Study

Year: 2025

Type: conference-paper

Abstract: Bolei Ma, Berk Yoztyurk, Anna-Carolina Haensch, Xinpeng Wang, Markus Herklotz, Frauke Kreuter, Barbara Plank, Matthias Aßenmacher. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2025.

Source: Annual Meeting of the Association for Computational Linguistics (ACL)

DOI: 10.18653/v1/2025.acl-long.90

Authors: Bolei Ma, Berk Yoztyurk, Anna-Carolina Haensch, Xinpeng Wang, Markus Herklotz, Frauke Kreuter, Barbara Plank, Matthias Aßenmacher

Institutions: Munich Center for Machine Learning, Ludwig-Maximilians-Universität München

Language: English

Topic: Sentiment Analysis and Opinion Mining

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: hybrid

Funders: Deutsche Forschungsgemeinschaft, Ludwig-Maximilians-Universität München, Universität Mannheim, HORIZON EUROPE European Research Council

Awards: BERD@NFDI NFDI für Wirtschaftsdaten und Verwandtes, Natural Language Understanding for non-standard languages and dialects

OpenAlex ID: W4412886803

FWCI: 1.967

Cites:

Cited by: 2

Related to: 10