30 citations · 85 across the 17 of their papers we have counts for
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cs.CL2020★ 1 cited
Discrete Word Embedding for Logical Natural Language Understanding
Masataro Asai, Zilu Tang
We propose an unsupervised neural model for learning a discrete embedding of words. Unlike existing discrete embeddings, our binary embedding supports vector arithmetic operations…
cs.AI2020★ 15 cited
Learning Neural-Symbolic Descriptive Planning Models via Cube-Space Priors: The Voyage Home (to STRIPS)
Masataro Asai, Christian Muise
We achieved a new milestone in the difficult task of enabling agents to learn about their environment autonomously. Our neuro-symbolic architecture is trained end-to-end to produce…