Open-text semantic parsers are designed to interpret any statement in natural language by inferring a corresponding meaning representation (MR – a formal representation of its sense). 开放文本语义分析器被设计为通过推断相应的意义表示(MR -其意义的正式表示)来解释自然语言中的任何语句。 Unfortunately, la...
Its patience is set to 15, meaning that the model training process is stopped when the error loss induced on the validation set no longer decreases after 15 epochs. In addition, the reduction ratios as for time attention and feature attention are fixed to 16 and 4, respectively. Noteworthy,...
The meaning of subscript indices of complexes, which are enclosed in coloured solid circles in the figure, is listed in the table. Different functional domains are represented by coloured lines. Extended Data Fig. 2 The DNA implementation of a two-species MAC operation. a, The abstract ...
(3) Prediction: The model was extrapolated in time to obtain the predicted HI values for RUL estimation. The failure time of this bearing was determined based on the physical meaning of the HI, and its RUL was calculated.4 Case Study ...
which not only wastes production time but is also inefficient. In addition, incorrect assembly might introduce new flaws, which further compounds the problem. With the growth of intelligent equipment, self-diagnosis of the equipment has become a necessity [1,2]. Self-recovery regulatory systems suc...
Indicators category Variable name Variable meaning Min. Max. Mean Std. Dev. Institutional extremum risk CoVaR Conditions Value at Risk 0.015 0.249 0.033 0.021 ΔCoVaR The difference between the CoVaR 0.006 0.058 0.024 0.012 MES MES 0.011 0.077 0.033 0.015 Catfin Catastrophe risk in the financial sy...
for Text Classif i cationSiwei Lai, Liheng Xu, Kang Liu, Jun ZhaoNational Laboratory of Pattern Recognition (NLPR)Institute of Automation, Chinese Academy of Sciences, China{swlai, lhxu, kliu, jzhao}@nlpr.ia.ac.cnAbstractText classif i cation is a foundational task in many NLPapplications....
After we obtain the Text classification is a foundational task in many NLP greater context “stroll along the South Bank” (5-gram), we applications. Traditional text classifiers often rely on can easily distinguish the meaning. Although high-order n- many human-designed features, such as...
Catheooofstihneg feature a1 × 1 map, meaning that the feature map for a single Spring-Ising Algorithm test, and a feature map size of 2 × 2 as illustrated in Fig. 3, four mutually independent tests of the Spring-Ising Algorithm are performed simultaneously. The rest of the ...
In practical vehicle detection application, both speed and accuracy are required. So increasing the speeds of DNN while keeping its high accuracy has significant meaning for many recognition and detection applications. We introduce parallel branches into the DNN. The maps of the layers of DNN are ...