no code implementations • IJCNLP 2019 • Koki Washio, Satoshi Sekine, Tsuneaki Kato
Definition modeling includes acquiring word embeddings from dictionary definitions and generating definitions of words.
no code implementations • NAACL 2018 • Koki Washio, Tsuneaki Kato
Our proposed model of $P(path|w_1, w_2)$ can be learned in an unsupervised manner and can generalize the co-occurrences of word pairs and dependency paths.
no code implementations • EMNLP 2018 • Koki Washio, Tsuneaki Kato
This overcomes the critical data sparseness problem encountered in previous pattern-based models.