Data Generation Using Large Language Models for Text Classification: An Empirical Case Study

27 June 2024

Papers citing "Data Generation Using Large Language Models for Text Classification: An Empirical Case Study"

7 / 7 papers shown

Title
Synthetic Code Surgery: Repairing Bugs and Vulnerabilities with LLMs and Synthetic Data David de-Fitero-Dominguez Antonio Garcia-Cabot Eva García-López SyDa 63 0 0 12 May 2025
Thousand Voices of Trauma: A Large-Scale Synthetic Dataset for Modeling Prolonged Exposure Therapy Conversations Suhas BN Dominik Mattioli Saeed Abdullah Rosa I. Arriaga Chris W. Wiese 34 2 0 16 Apr 2025
Concept-based Rubrics Improve LLM Formative Assessment and Data Synthesis Yuchen Wei Dennis Pearl Matthew Beckman Rebecca J. Passonneau 33 0 0 04 Apr 2025
Synthetic Data Generation Using Large Language Models: Advances in Text and Code Mihai Nadas Laura Diosan Andreea Tomescu SyDa 67 0 0 18 Mar 2025
Enhancing Retinal Vessel Segmentation Generalization via Layout-Aware Generative Modelling Jonathan Fhima Jan Van Eijgen Lennert Beeckmans Thomas Jacobs Moti Freiman Luis Filipe Nakayama Ingeborg Stalmans Chaim Baskin Joachim A. Behar MedIm 67 0 0 03 Mar 2025
Self-Guided Noise-Free Data Generation for Efficient Zero-Shot Learning Jiahui Gao Renjie Pi Yong Lin Hang Xu Jiacheng Ye Zhiyong Wu Weizhong Zhang Xiaodan Liang Zhenguo Li Lingpeng Kong SyDa VLM 62 45 0 25 May 2022
Data Augmentation Approaches in Natural Language Processing: A Survey Bohan Li Yutai Hou Wanxiang Che 124 270 0 05 Oct 2021