Core Concepts
Visual grounding enhances language modeling efficiency and human-like representations.
Stats
子供は最大で6000万語にさらされるが、現代のLMのトレーニングには数千億語が必要。
LexiContrastive Groundingは言語モデリングタスクでパフォーマンスを向上させる。
Quotes
"Can insights from human language acquisition guide the training of new LMs that are both better cognitive models and more sample-efficient?"
"This work underscores the potential of incorporating visual grounding into language models."