A Comparative Study on Annotation Quality of Crowdsourcing and LLM via Label Aggregation

18 January 2024

Papers citing "A Comparative Study on Annotation Quality of Crowdsourcing and LLM via Label Aggregation"

4 / 4 papers shown

Title
ALinFiK: Learning to Approximate Linearized Future Influence Kernel for Scalable Third-Party LLM Data Valuation Yanzhou Pan Huawei Lin Yide Ran Jiamin Chen Xiaodong Yu Weijie Zhao Denghui Zhang Zhaozhuo Xu 40 0 0 02 Mar 2025
Can LLMs Replace Manual Annotation of Software Engineering Artifacts? Toufique Ahmed Premkumar Devanbu Christoph Treude Michael Pradel 72 11 0 10 Aug 2024
Prompt Selection Matters: Enhancing Text Annotations for Social Sciences with Large Language Models Louis Abraham Charles Arnal Antoine Marie 65 1 0 15 Jul 2024
If in a Crowdsourced Data Annotation Pipeline, a GPT-4 Zeyu He Huang Chieh-Yang C. C. Ding Shaurya Rohatgi Ting-Hao 'Kenneth' Huang 33 30 0 26 Feb 2024