BriefGPT.xyz
Jun, 2021
通过结构标注提高分类任务中的组合泛化能力
Improving Compositional Generalization in Classification Tasks via Structure Annotations
HTML
PDF
Juyong Kim, Pradeep Ravikumar, Joshua Ainslie, Santiago Ontañón
TL;DR
本文研究了复合推理在分类任务中的应用，并提出结构提示（如句法树和实体链接）对于解决神经模型复合推理问题具有较好的效果。
Abstract
compositional generalization
is the ability to generalize systematically to a new data distribution by combining known components. Although humans seem to have a great ability to generalize compositionally, state-of-the-art
→