Tsuyoshi Morioka

Language Model Domain Adaptation Via Recurrent Neural Networks with Domain-Shared and Domain-Specific Representations

Training recurrent neural network language models (RNNLMs) requires a large amount of data, which is difficult to collect for specific domains such as multiparty conversations. Data augmentation using external resources and model adaptation, which adjusts a model trained on a large amount of data to…