Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks

超自然指令:通过声明式指令在 1600 多个 NLP 任务上进行泛化.

Rethinking the Role of Demonstrations: What Makes In-Context Learning Work?

重新思考演示的作用:什么导致上下文学习有效?

40篇短文搞定3500个单词

Learning 3,500 words from 40 short articles.

琴生不等式(Jenson’s Inequality)

Jenson’s Inequality.

Emergent Abilities of Large Language Models

大型语言模型的涌现能力.

Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models

超越模仿游戏:量化和推断语言模型的能力.