ChatGPT-4 Outperforms Experts and Crowd Workers in Annotating Political Twitter Messages with Zero-Shot Learning

13 April 2023

Papers citing "ChatGPT-4 Outperforms Experts and Crowd Workers in Annotating Political Twitter Messages with Zero-Shot Learning"

16 / 16 papers shown

Title
Beyond English: Evaluating Automated Measurement of Moral Foundations in Non-English Discourse with a Chinese Case Study Calvin Cheng Scott A. Hale 105 0 0 04 Feb 2025
Concept-Guided Chain-of-Thought Prompting for Pairwise Comparison Scoring of Texts with Large Language Models Patrick Y. Wu Jonathan Nagler Joshua A. Tucker Solomon Messing LRM 49 2 0 28 Jan 2025
LLMs as Workers in Human-Computational Algorithms? Replicating Crowdsourcing Pipelines with LLMs Tongshuang Wu Haiyi Zhu Maya Albayrak Alexis Axon Amanda Bertsch ... Ying-Jui Tseng Patricia Vaidos Zhijin Wu Wei Yu Wu Chenyang Yang 76 30 0 10 Jan 2025
Automated Review Generation Method Based on Large Language Models Shican Wu Xiao Ma Dehui Luo Lulu Li Xiangcheng Shi ... Ran Luo Chunlei Pei Zhijian Zhao Zhi-Jian Zhao Jinlong Gong 69 0 0 30 Jul 2024
Prompt Selection Matters: Enhancing Text Annotations for Social Sciences with Large Language Models Louis Abraham Charles Arnal Antoine Marie 55 1 0 15 Jul 2024
Scaling Technology Acceptance Analysis with Large Language Model (LLM) Annotation Systems P. Smolinski Joseph Januszewicz J. Winiarski 21 0 0 30 Jun 2024
Can GPT-4 Help Detect Quit Vaping Intentions? An Exploration of Automatic Data Annotation Approach Sai Krishna Revanth Vuruma Dezhi Wu Saborny Sen Gupta Lucas Aust Valerie Lookingbill ... Erin Kasson Li-Shiun Chen Patricia Cavazos-Rehg Dian Hu Ming Huang 25 0 0 28 Jun 2024
Assessing Good, Bad and Ugly Arguments Generated by ChatGPT: a New Dataset, its Methodology and Associated Tasks Victor Hugo Nascimento Rocha I. Silveira Paulo Pirozelli Denis Deratani Mauá Fabio Gagliardi Cozman 26 0 0 21 Jun 2024
LLM-based NLG Evaluation: Current Status and Challenges Mingqi Gao Xinyu Hu Jie Ruan Xiao Pu Xiaojun Wan ELM LM&MA 53 29 0 02 Feb 2024
Emojis Decoded: Leveraging ChatGPT for Enhanced Understanding in Social Media Communications Yuhang Zhou Paiheng Xu Xiyao Wang Xuan Lu Ge Gao Wei Ai 57 5 0 22 Jan 2024
Automated Claim Matching with Large Language Models: Empowering Fact-Checkers in the Fight Against Misinformation Eun Cheol Choi Emilio Ferrara 26 17 0 13 Oct 2023
Watch Your Language: Investigating Content Moderation with Large Language Models Deepak Kumar Y. AbuHashem Zakir Durumeric AI4MH 26 15 0 25 Sep 2023
Does ChatGPT have Theory of Mind? B. Holterman Kees van Deemter LRM AI4CE 16 22 0 23 May 2023
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck Varun Chandrasekaran Ronen Eldan J. Gehrke Eric Horvitz ... Scott M. Lundberg Harsha Nori Hamid Palangi Marco Tulio Ribeiro Yi Zhang ELM AI4MH AI4CE ALM 236 2,232 0 22 Mar 2023
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 4,048 0 24 May 2022
Fine-Tuning Language Models from Human Preferences Daniel M. Ziegler Nisan Stiennon Jeff Wu Tom B. Brown Alec Radford Dario Amodei Paul Christiano G. Irving ALM 275 1,583 0 18 Sep 2019