KoCo conditions LLM pre-training by prepending three-dimensional semantic coordinates to documents, improving performance on 10 downstream tasks, accelerating convergence by 30%, and helping distinguish facts from noise to reduce hallucinations.
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KoCo: Conditioning Language Model Pre-training on Knowledge Coordinates
KoCo conditions LLM pre-training by prepending three-dimensional semantic coordinates to documents, improving performance on 10 downstream tasks, accelerating convergence by 30%, and helping distinguish facts from noise to reduce hallucinations.