Language Acquisition for Humans and Machines

Abstract

 Despite recent artificial intelligence technologies achieved prominent results, machines
cannot behave like humans yet. I compare the ability of humans’ language acquisition
with natural language processing by machine learning technologies, taking learning of
word embedding vectors as an example. And I introduce some notable researches which
may fill in the gap, one-shot learnig, memory models and language game tasks. Al-
though these researches have just begun, it will be important for artificial intelligence
to aquire human intelligence.