The Parrot Dilemma: Human-Labeled vs. LLM-augmented Data in Classification Tasks

26 April 2023

Papers citing "The Parrot Dilemma: Human-Labeled vs. LLM-augmented Data in Classification Tasks"

4 / 4 papers shown

Title
Towards a Theoretical Understanding of Synthetic Data in LLM Post-Training: A Reverse-Bottleneck Perspective Zeyu Gan Yong Liu SyDa 41 1 0 02 Oct 2024
PGA-SciRE: Harnessing LLM on Data Augmentation for Enhancing Scientific Relation Extraction Yang Zhou Shimin Shan Hongkui Wei Zhehuan Zhao Wenshuo Feng 39 1 0 30 May 2024
Steering Language Generation: Harnessing Contrastive Expert Guidance and Negative Prompting for Coherent and Diverse Synthetic Data Generation Charles OÑeill Y. Ting 丁 I. Ciucă Jack Miller Thang Bui SyDa 31 1 0 15 Aug 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 289 3,003 0 22 Mar 2023