2 citations · 4 across the 5 of their papers we have counts for
5 papers
Why Are Parsing Actions for Understanding Message Hierarchies Not Random?
Daichi Kato, Ryo Ueda, Yusuke Miyao
If humans understood language by randomly selecting parsing actions, it might have been necessary to construct a robust symbolic system capable of being interpreted under any hiera…
Emergent Word Order Universals from Cognitively-Motivated Language Models
Tatsuki Kuribayashi, Ryo Ueda, Ryo Yoshida +3
The world's languages exhibit certain so-called typological or implicational universals; for example, Subject-Object-Verb (SOV) languages typically use postpositions. Explaining th…
Lewis's Signaling Game as beta-VAE For Natural Word Lengths and Segments
Ryo Ueda, Tadahiro Taniguchi
As a sub-discipline of evolutionary and computational linguistics, emergent communication (EC) studies communication protocols, called emergent languages, arising in simulations wh…
Emergent Communication with Attention
Ryokan Ri, Ryo Ueda, Jason Naradowsky
To develop computational agents that better communicate using their own emergent language, we endow the agents with an ability to focus their attention on particular concepts in th…
Empirical Analysis of the Inductive Bias of Recurrent Neural Networks by Discrete Fourier Transform of Output Sequences
Taiga Ishii, Ryo Ueda, Yusuke Miyao
A unique feature of Recurrent Neural Networks (RNNs) is that it incrementally processes input sequences. In this research, we aim to uncover the inherent generalization properties,…