10 citations · 10 across the 3 of their papers we have counts for
4 papers
A Short Survey of Systematic Generalization
Yuanpeng Li
This survey includes systematic generalization and a history of how machine learning addresses it. We aim to summarize and organize the related information of both conventional and…
Concepts, Properties and an Approach for Compositional Generalization
Yuanpeng Li
Compositional generalization is the capacity to recognize and imagine a large amount of novel combinations from known components. It is a key in human intelligence, but current neu…
Compositional Generalization for Primitive Substitutions
Yuanpeng Li, Liang Zhao, Jianyu Wang +1
Compositional generalization is a basic mechanism in human language learning, but current neural networks lack such ability. In this paper, we conduct fundamental research for enco…
Zero-Shot Transfer VQA Dataset
Yuanpeng Li, Yi Yang, Jianyu Wang +1
Acquiring a large vocabulary is an important aspect of human intelligence. Onecommon approach for human to populating vocabulary is to learn words duringreading or listening, and t…