Better Synthetic Data by Retrieving and Transforming Existing Datasets
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2404.14361
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Published
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2
Synthetic (text) Dataset Generation
Papers about synthetic dataset generation
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Generative AI for Synthetic Data Generation: Methods, Challenges and the Future
Paper • 2403.04190 • Published • 1 -
Best Practices and Lessons Learned on Synthetic Data for Language Models
Paper • 2404.07503 • Published • 31 -
A Multi-Faceted Evaluation Framework for Assessing Synthetic Data Generated by Large Language Models
Paper • 2404.14445 • Published -
Self-Alignment with Instruction Backtranslation
Paper • 2308.06259 • Published • 42 -
Becoming self-instruct: introducing early stopping criteria for minimal instruct tuning
Paper • 2307.03692 • Published • 26 -
Self-Refine Instruction-Tuning for Aligning Reasoning in Language Models
Paper • 2405.00402 • Published -
TinyStories: How Small Can Language Models Be and Still Speak Coherent English?
Paper • 2305.07759 • Published • 38 -
Retrieving Texts based on Abstract Descriptions
Paper • 2305.12517 • Published • 2