Why We’ve Been Optimizing the Wrong Thing in LLMs for Years
Standard Large Language Models (LLMs) are trained on a simple objective: Next-Token Prediction (NTP). By maximizing the probability of the...
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![[2507.23358] Text-to-SQL Task-oriented Dialogue Ontology Construction](https://i1.wp.com/arxiv.org/static/browse/0.3.4/images/arxiv-logo-fb.png?ssl=1 "[2507.23358] Text-to-SQL Task-oriented Dialogue Ontology Construction"){kind=logo}
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