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Adapting Noisy Student to the LLM Era: Four Experiments in Self-Training
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The Distribution Cliff: Why Hybrid Distillation Fails on Decoder-Only LLMs
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Teaching AI to Embody Characters: A Replication of Open Character Training
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Empirically Validating the Information-Theoretic Gap Between SL and RL
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Constitutional AI from Base Models: Can You Train Safety Without Instruction Tuning?
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GAN-Style Training for Jokes: When Metrics Lie
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Seven Patterns From 300+ ML Evaluation Runs