Balancing Cost and Effectiveness of Synthetic Data Generation Strategies for LLMs

29 September 2024

Papers citing "Balancing Cost and Effectiveness of Synthetic Data Generation Strategies for LLMs"

4 / 4 papers shown

Title
Beyond Translation: LLM-Based Data Generation for Multilingual Fact-Checking Yi-Ling Chung Aurora Cobo Pablo Serna SyDa HILM 53 0 0 24 Feb 2025
The Best Instruction-Tuning Data are Those That Fit Dylan Zhang Qirun Dai Hao Peng ALM 111 3 0 06 Feb 2025
MDCure: A Scalable Pipeline for Multi-Document Instruction-Following Gabrielle Kaili-May Liu Bowen Shi Avi Caciularu Idan Szpektor Arman Cohan 58 3 0 30 Oct 2024
Hybrid Training Approaches for LLMs: Leveraging Real and Synthetic Data to Enhance Model Performance in Domain-Specific Applications Alexey Zhezherau Alexei Yanockin SyDa 16 3 0 11 Oct 2024