Neural Dialogue Models
otherentity
ID: neuraldialoguemodels
Related Papers
Are Training Samples Correlated? Learning to Generate Dialogue Responses with Multiple References
AbstractDue to its potential applications, open-domain dialogue generation has become popular and achieved remarkable progress in recent years, but sometimes suffers from generic responses. Previous models are generally trained based …...
Data Manipulation: Towards Effective Instance Learning for Neural Dialogue Generation via Learning to Augment and Reweight
AbstractCurrent state-of-the-art neural dialogue models learn from human conversations following the data-driven paradigm. As such, a reliable training corpus is the crux of building a robust and well-behaved dialogue model. …...
Synthesizing Adversarial Negative Responses for Robust Response Ranking and Evaluation
Open-domain neural dialogue models have achieved high performance in response rank- ing and evaluation tasks. These tasks are formulated as a binary classification of re- sponses given in a dialogue …...