Do Neural Nets Learn Statistical Laws behind Natural Language? - Shuntaro Takahashi; Kumiko Tanaka-Ishii (CoRR, 2017)

Assessing Language Models with Scaling Properties. - Shuntaro Takahashi; Kumiko Tanaka-Ishii (CoRR, 2018)

Cross Entropy of Neural Language Models at Infinity - A New Bound of the Entropy Rate. - Shuntaro Takahashi; Kumiko Tanaka-Ishii (Entropy, 2018)

Evaluating Computational Language Models with Scaling Properties of Natural Language. - Shuntaro Takahashi; Kumiko Tanaka-Ishii (Comput. Linguistics, 2019)

Entropy Rate Estimation for English via a Large Cognitive Experiment Using Mechanical Turk. - Geng Ren; Shuntaro Takahashi; Kumiko Tanaka-Ishii (Entropy, 2019)

A Comparison of Two Fluctuation Analyses for Natural Language Clustering Phenomena: Taylor and Ebeling & Neiman Methods. - Kumiko Tanaka-Ishii; Shuntaro Takahashi (CoRR, 2020)

Efficiera Residual Networks: Hardware-Friendly Fully Binary Weight with 2-bit Activation Model Achieves Practical ImageNet Accuracy. - Shuntaro Takahashi; Takuya Wakisaka; Hiroyuki Tokunaga (CoRR, 2024)