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Nhan Dam

2 accepted papers

2021

TIDOT: A Teacher Imitation Learning Approach for Domain Adaptation with Optimal Transport

IJCAI 2021poster

Using the principle of imitation learning and the theory of optimal transport we propose in this paper a novel model for unsupervised domain adaptation named Teacher Imitation Domain Adaptation with Optimal Transport (TIDOT). Our model includes two cooperative agents: a teacher and a student. The fo…

Cited by 38SourcePDFScholar
2020

Explain by Evidence: An Explainable Memory-based Neural Network for Question Answering

COLING 2020main

Interpretability and explainability of deep neural net models are always challenging due to their size and complexity. Many previous works focused on visualizing internal components of neural networks to represent them through human-friendly concepts. On the other hand, in real life, when making a d…

Cited by 7SourcePDFScholar