Recently, open-domain dialogue systems have attracted growing attention. Most of them use the sequence-to-sequence (Seq2Seq) architecture to generate responses. However, traditional Seq2Seq-based models tend generic and safe responses, which are less informative, unlike human In this paper, we propose a simple but effective Keywords-guided Sequence-to-sequence model (KW-Seq2Seq) uses keywords i...

Abstract With the increasing of requirements from many aspects, various queries and analyses arise focusing on social network. Time is a common necessary dimension in types networks. Social networks with time information are called temporal networks, which can be when user sends message to another user. Keywords search consists finding relationships between group users that has set query labels...

Some problems of hybridization in the area of industrial systems are considered. The term “hybrid approach” is used for variety of classes of systems and approaches. Firstly, it describes the aggregation of different intelligent techniques (Neural networks, Fuzzy logic, Rule based, Statistical, Analytical). Secondly, it allows several types of dynamics: continuous, discrete, semi-continuous and...