1 code implementation • 11 Aug 2018 • Di Jiang, Yuanfeng Song, Rongzhong Lian, Siqi Bao, Jinhua Peng, Huang He, Hua Wu
In order to relieve burdens of software engineers without knowledge of Bayesian networks, Familia is able to conduct automatic parameter inference for a variety of topic models.
1 code implementation • 13 Feb 2019 • Rongzhong Lian, Min Xie, Fan Wang, Jinhua Peng, Hua Wu
Specifically, a posterior distribution over knowledge is inferred from both utterances and responses, and it ensures the appropriate selection of knowledge during the training process.
1 code implementation • 5 Jun 2019 • Chaotao Chen, Jinhua Peng, Fan Wang, Jun Xu, Hua Wu
In this paper, we propose a multi-mapping mechanism to better capture the one-to-many relationship, where multiple mapping modules are employed as latent mechanisms to model the semantic mappings from an input post to its diverse responses.