[1D5-GS-9] Natural language processing, information retrieval: Models and meaning acquisition

[1D5-GS-9-01] Evaluation of Language Model Using Japanese Case Frame

〇Kazuhito Tamura¹, Kazuo Hara¹, Ikumi Suzuki² (1. Univ. of Yamagata, 2. Univ. of Nagasaki)

Keywords:Language Model, Machine Learning

In recent years, neural language models have been reported to have successfully acquired English grammar. In this paper, we investigated whether the neural language model can acquire Japanese grammar. We used the case frame dictionary of Kyoto University to generate Japanese sentences and non-Japanese sentences to examine language models. We compare the performance of neural language model and n-gram models in experiments.