This study investigated the effect of using visual aids, semantic elaboration, and visual aids plus semantic elaboration on the Iranian EFL learners' vocabulary learning. To conduct the study, the researchers assigned 49 elementary learners to three homogeneous groups according to their proficiency level. Then, a pre-test of Paribakht and Wesche's Vocabulary Knowledge Scale was given to each gr...

the mean sing of the qur'an’s aspects is not their lexical meaning but their practical meaning.words in the quranic context are used as different examples of real, virtual, allegoric and irony meanings and also in the form of shared verbal and semantic way. this kind of applications exists in the science of aspects. but none of the sources of the existing references has dealt with explaini...

We present an approach for semantic relation extraction between nominals that combines semantic information with shallow syntactic processing. We propose to use the ResearchCyc knowledge base as a source of semantic information about nominals. Each source of information is represented by a specific kernel function. The experiments were carried out using support vector machines as a classifier. ...

House segmentation of remote sensing image based on deep learning has become the main method because it can automatically extract features. However, accuracy is affected not only by network model, but also loss function, existing functions, except Binary Cross Entropy, are designed to deal with imbalanced dataset, no new research improving Entropy for balanced and all function treat each pixel ...