In the research of rule extraction from neural networks, fidelity describeshow well the rules mimic the behavior of a neural network while accuracy describes how well therules can be generalized. This paper identifies...In the research of rule extraction from neural networks, fidelity describeshow well the rules mimic the behavior of a neural network while accuracy describes how well therules can be generalized. This paper identifies the fidelity-acuracy dilemma. It argues todistinguish rule extraction using neural networks and rule extraction for neural networks accordingto their different goals, where fidelity and accuracy should be excluded from the rule qualityevaluation framework, respectively.展开更多
The thesis explores Lin Yutang's translation practice from a microscopic perspective by means of the application of Lin's translation theory. It attempts to analyze Lin's translation characteristics and th...The thesis explores Lin Yutang's translation practice from a microscopic perspective by means of the application of Lin's translation theory. It attempts to analyze Lin's translation characteristics and the reason why he does so from the point of view of Lin's translation theory,basically two rules:fidelity rule and aesthetic beauty rule and evaluate Lin's translation.展开更多
文摘In the research of rule extraction from neural networks, fidelity describeshow well the rules mimic the behavior of a neural network while accuracy describes how well therules can be generalized. This paper identifies the fidelity-acuracy dilemma. It argues todistinguish rule extraction using neural networks and rule extraction for neural networks accordingto their different goals, where fidelity and accuracy should be excluded from the rule qualityevaluation framework, respectively.
文摘The thesis explores Lin Yutang's translation practice from a microscopic perspective by means of the application of Lin's translation theory. It attempts to analyze Lin's translation characteristics and the reason why he does so from the point of view of Lin's translation theory,basically two rules:fidelity rule and aesthetic beauty rule and evaluate Lin's translation.
