Zobrazeno 1 - 2
of 2
pro vyhledávání: '"Lu, Zhichu"'
We study compositional generalization, viz., the problem of zero-shot generalization to novel compositions of concepts in a domain. Standard neural networks fail to a large extent on compositional learning. We propose Tree Stack Memory Units (Tree-SM
Externí odkaz:
http://arxiv.org/abs/1911.01545
Computing devices have recently become capable of interacting with their end users via natural language. However, they can only operate within a limited "supported" domain of discourse and fail drastically when faced with an out-of-domain utterance,
Externí odkaz:
http://arxiv.org/abs/1910.12197