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cs.CL2024
CorrSynth -- A Correlated Sampling Method for Diverse Dataset Generation from LLMs
Suhas S Kowshik, Abhishek Divekar, Vijit Malik
Large language models (LLMs) have demonstrated remarkable performance in diverse tasks using zero-shot and few-shot prompting. Even though their capabilities of data synthesis have…
cs.CL2024★ 1 cited
SynthesizRR: Generating Diverse Datasets with Retrieval Augmentation
Abhishek Divekar, Greg Durrett
It is often desirable to distill the capabilities of large language models (LLMs) into smaller student models due to compute and memory constraints. One way to do this for classifi…