3 papers
cs.CL2023
Pre-training Multi-party Dialogue Models with Latent Discourse Inference
Yiyang Li, Xinting Huang, Wei Bi +1
Multi-party dialogues are more difficult for models to understand than one-to-one two-party dialogues, since they involve multiple interlocutors, resulting in interweaving reply-to…
cs.CL2021
Recurrent multiple shared layers in Depth for Neural Machine Translation
GuoLiang Li, Yiyang Li
Learning deeper models is usually a simple and effective approach to improve model performance, but deeper models have larger model parameters and are more difficult to train. To g…
cs.CL2021
Residual Tree Aggregation of Layers for Neural Machine Translation
GuoLiang Li, Yiyang Li
Although attention-based Neural Machine Translation has achieved remarkable progress in recent layers, it still suffers from issue of making insufficient use of the output of each…