Adapting Large Language Models via Reading Comprehension
Paper
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2309.09530
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Published
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77
Synthetic Data
Data enrichment methods for pre-training and fine-tuning
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RLAIF: Scaling Reinforcement Learning from Human Feedback with AI Feedback
Paper • 2309.00267 • Published • 47 -
Self-Alignment with Instruction Backtranslation
Paper • 2308.06259 • Published • 40 -
Unnatural Instructions: Tuning Language Models with (Almost) No Human Labor
Paper • 2212.09689 • Published • 1 -
Auto-Instruct: Automatic Instruction Generation and Ranking for Black-Box Language Models
Paper • 2310.13127 • Published • 11 -
Let's Synthesize Step by Step: Iterative Dataset Synthesis with Large Language Models by Extrapolating Errors from Small Models
Paper • 2310.13671 • Published • 18