How do language models learn facts? Dynamics, curricula and hallucinations

27 March 2025

Papers citing "How do language models learn facts? Dynamics, curricula and hallucinations"

3 / 3 papers shown

Title
Probability Consistency in Large Language Models: Theoretical Foundations Meet Empirical Discrepancies Xiaoliang Luo Xinyi Xu Michael Ramscar Bradley C. Love 27 0 0 13 May 2025
On the generalization of language models from in-context learning and finetuning: a controlled study Andrew Kyle Lampinen Arslan Chaudhry Stephanie Chan Cody Wild Diane Wan Alex Ku Jorg Bornschein Razvan Pascanu Murray Shanahan James L. McClelland 46 0 0 01 May 2025
Hallucination, Monofacts, and Miscalibration: An Empirical Investigation Miranda Muqing Miao Michael Kearns 67 0 0 11 Feb 2025