Context-Sensitive Generation of Open-Domain Conversational Responses

no code implementations • COLING 2018 • Wei-Nan Zhang, Yiming Cui, Yifa Wang, Qingfu Zhu, Lingzhi Li, Lianqiang Zhou, Ting Liu

Despite the success of existing works on single-turn conversation generation, taking the coherence in consideration, human conversing is actually a context-sensitive process.

Information Retrieval Machine Translation

Neural Personalized Response Generation as Domain Adaptation

no code implementations • 9 Jan 2017 • Wei-Nan Zhang, Ting Liu, Yifa Wang, Qingfu Zhu

Moreover, the lexical divergence of the responses generated by the 5 personalized models indicates that the proposed two-phase approach achieves good results on modeling the responding style of human and generating personalized responses for the conversational systems.

Decoder Domain Adaptation +1