Abstract: We consider the following problem: given neural language models (embeddings) each of which is trained on an unknown data set, how can we determine which model would provide a better result when used for feature representation in a downstream task such as text classification or entity recognition? In this paper, we assess the word similarity measure through analyzing its impact on word embeddings learned from various datasets and how they perform... More

Abstract: “Internet +” has become the mainstream trend of development in the new era, and the degree of integration with various industries is deepening. Under the background of “Internet +”, traditional condiment enterprises are also facing a series of new demands for reform. Based on this, this paper, based on the reality of “Internet +” background, analyzes the existing problems in the development of condiments, and explores innovative strategies of... More

Abstract: We inspect the performance of TCP NewReno protocol for data transfer in Mobile Ad hoc networks (MANETs). Dynamic Source Routing (DSR) protocols and AdHoc On-demand Distance Vector (AODV) are standard reactive routing protocols widely used in MANETs. In addition we also have to consider Transmission Control Protocol (TCP) as essential for MANETs since it is one of the widely used internet protocol for dependable data transmission. TCP has its... More