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NLP_Dialog_MSN-PyramidNet-Domain-Knowledge

Multi-hop selector + pyramidnet + Domain knowledge

Multi-hop Selector Network for Multi-turn Response Selection in Retrieval-based Chatbots

https://www.aclweb.org/anthology/D19-1011.pdf

Improving Response Selection in Multi-turn Dialogue Systems by Incorporating Domain Knowledge

https://www.aclweb.org/anthology/K18-1048.pdf

Deep Pyramidal Residual Networks

https://arxiv.org/pdf/1610.02915.pdf

Ubuntu data V1, Response selection

multi-hop selector의 Aggregation 부분을 PyramidNet으로 대체 하여 성능을 향상

Improving Response Selection in Multi-turn Dialogue Systems by Incorporating Domain Knowledge 에서 사용된 방법(manual command를 BIGRU encoding) 통해 외부지식을 함께 사용하여 성능을 향상

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