Модели Языка Уровня Символов
method
ID: characterlevellanguagemodels
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Learning to Create and Reuse Words in Open-Vocabulary Neural Language Modeling
AbstractFixed-vocabulary language models fail to account for one of the most characteristic statistical facts of natural language: the frequent creation and reuse of new word types. Although character-level language models …...
Tabula Nearly Rasa: Probing the Linguistic Knowledge of Character-level Neural Language Models Trained on Unsegmented Text
AbstractRecurrent neural networks (RNNs) have reached striking performance in many natural language processing tasks. This has renewed interest in whether these generic sequence processing devices are inducing genuine linguistic knowledge. …...