2 papers
cs.CL2025
TED: Turn Emphasis with Dialogue Feature Attention for Emotion Recognition in Conversation
Junya Ono, Hiromi Wakaki
Emotion recognition in conversation (ERC) has been attracting attention by methods for modeling multi-turn contexts. The multi-turn input to a pretraining model implicitly assumes…
cs.DC2019
Hybrid Data-Model Parallel Training for Sequence-to-Sequence Recurrent Neural Network Machine Translation
Junya Ono, Masao Utiyama, Eiichiro Sumita
Reduction of training time is an important issue in many tasks like patent translation involving neural networks. Data parallelism and model parallelism are two common approaches f…