Reviewerly/exHarmony huggingface dataset:
Semantic Similarity Matching Using Contextualized Representations

Different approaches to address semantic similarity matching generally fall into one of the two categories of interaction-based and representation-based models.While each approach offers its own benefits and can be used in certain scenarios, using a transformerbased model with a completely interaction-based approach may not be practical in many real-life use cases.In this work, we compare the performance and inference time of interaction-based and representation-based models using contextualized representations.We also propose a novel approach which is based on the late interaction of textual representations, thus benefiting from the advantages of both model types.
Managerial Skills among Integrated and Non-Integrated School Heads in the Schools Division of Iloilo, Philippines: A Comparative Study

This descriptive quantitative study aimed to determine the managerial skills of integrated and non-integrated school heads in the Schools Division of Iloilo for the school year 2019-2020. The respondents of the study were the 62 integrated school heads and 62 non-integrated school heads of the Schools Division of Iloilo. The statistical tools used were the frequency counts and percentage, mean, independent t-test and One-Way ANOVA. Results revealed that when the integrated school heads were taken as an entire group and when classified as sex, age, civil status, and years of school head experience the managerial skills of the integrated school heads is in a “high range”. In terms of highest educational attainment, baccalaureate and masters’ degree revealed ‘high range” managerial skills, while doctorate degree showed “very high range” managerial skills. Results revealed that when the non-integrated school heads were taken as an entire group and when classified as sex, age, civil status, years of school head experience, and highest educational qualification the managerial skills of the integrated school heads is in a “high range”. There were no significant differences on the managerial skills of integrated school heads in terms of technical when they were taken as a whole and when they were classified according to sex and age.
Pengetahuan Dengan Kepatuhan Minum Tablet Tambah darah Pada Remaja Putri

The aim of this study was to determine the relationship between knowledge and adherence to taking blood supplemented tablets for girls. The research design was correlational analytic with cross sectional approach. The number of samples was 149 students of class XI SMA 6 Denpasar who were selected by total sampling technique. The instruments used in this study were a knowledge questionnaire and the MMAS-8 (Morisky Medication Adherence Scale) to measure adherence to taking blood supplemented tablets. The results showed that the knowledge level of the respondents was mostly in the good enough category as much as 44.3%. It was found that 21.5% of respondents had poor knowledge. The level of adherence of respondents to drink iron tablets was 87 people (58.4%) with low adherence and 62 people (41.6%) had moderate adherence. The results of the analysis with Kendall Tau found a p-value of 0.03, which means that there is a relationship between knowledge and adherence to taking blood supplement tablets. Furthermore, it is suggested to increase the involvement of parents in monitoring the drinking of iron tablets.
Seeking Directions for Multicultural Education for Prospective Pastors in the Korean Multicultural Society

The purpose of this study is to find the direction of multicultural education for prospective pastors of multicultural society through investigating the status of multicultural education at the seminary, a training institute for future pastors.For the data collection, six professors with experience in multicultural education at the graduate school of theology from March 2018 to July 2019 were subjected to in-depth interviews.This study analyzed the result of in-depth interviews through the triangulation method of Guba & Lincoln (1981) to find the ways to improve multicultural education.The current state of multicultural education at the seminary is not conducted practically and comprehensively.Some aspects of multicultural education were focused on the definition or theory for multicultural.Also, there is no field trip nor internship system, and it is not linked to multicultural education and field in which they are engaged.Based on the results of the study, the following suggestions were made: First, for the proper direction of the direction of multicultural education, the curriculum should be reformed.Second, multicultural theories and sites should be incorporated.Third, multicultural experiences should be provided.Fourth, a sense of calling through networking should be formed.Fifth, external environments for multicultural education should be provided.The findings of this study is intended to help the practical and detailed multicultural education for prospective pastors, and to understand migrants and multicultural missionary work in terms of healing wounds and pains.
Relative Clauses in Minangkabau, Indonesian, English Languages (Typology Study)

Minangkabau and Indonesian languages are an Austronesian. In this study, it was focused on the typology study of three different languages, namely: Minangkabau, Indonesian, and English relative clauses. It aimed to find out the differences and the similarities of relative clauses among the three languages. This paper also outlines the Accessibility Hierarchy approach to the facts that describe building on relative clause construction. The data was taken from some conversations with Minangkabaunese friends and feedback from the writer as a native speaker of the language in the analysis as well as taking the findings of recent typological and theoretical studies of Austronesian languages into consideration. From the analysis, it is found that Minangkabau and Indonesian languages are same contsruction and the english is different between Minangkabau and Indonesian languages. In the English, it is also possible to have object focus which called object fronting.&#x0D;
Environment Construction of Virtual Reality Technology Based on Edge Computing in Immersive Communication

In the era of 5G technology, news dissemination has ushered in huge development opportunities. Virtual reality technology based on edge computing is bound to become a key element to promote its development. The virtual environment established by virtual reality technology deeply interacts with the perception of the dissemination audience, and its barrier-type audio and video content brings a new immersive experience to the dissemination audience. Through the mutual penetration and integration of virtual and reality, the future news dissemination industry will be more closely linked with information technology. Under this technical framework, the construction of the environment will determine the way it is used in the news communication industry. In essence, it is not limited to providing communication audiences with more diversified immersive experiences and interactive services, but also rebuilding society. Relationships and aspects that change people's lifestyles play a more important role.
Hierarchical Fuzzy Systems: Interpretability and Complexity

Hierarchical fuzzy systems (HFSs) have been regarded as a useful solution for overcoming the major issues in fuzzy logic systems (FLSs), i.e., rule explosion due to the increase in the number of input variables. In HFS, the standard FLS are reformed into a low-dimensional FLS subsystem network. Moreover, the rules in HFS usually have antecedents with fewer variables than the rules in standard FLS with equivalent functions, because the number of input variables in each subsystem is less. Consequently, HFSs manage to decrease rule explosion, which minimises complexity and improves model interpretability. Nevertheless, the issues related to the question of “Does the complexity reduction of HFSs that have multiple subsystems, layers and different topologies really improve their interpretability?” are not clear and persist. In this paper, a comparison focusing on interpretability and complexity is made between two HFS’ topologies: parallel and serial. A detailed measurement of the interpretability and complexity with different configurations for both topologies is provided. This comparative study aims to examine the correlation between interpretability and complexity in HFS.
Visual Interior Mod V0.5 [1.37.X]

Sometimes little things are important elements of immersion in the game. So I decided to put my order in the interiors of ETS2 trucks a bit (ATS too). ...
Enhancing Listening Comprehension Among Undergraduate Students of Upper-Intermediate Level of English

Nowadays students have permanent access to media technologies and are exposed to a lot of authentic English content: TV programs, news videos and series. Technological advances give them an opportunity to watch videos and listen to podcasts on a daily basis. However, students of even a relatively high level of English experience difficulties in listening comprehension. The objective of the research is to analyze various techniques which are used to develop listening comprehension skills among undergraduate students of upper-intermediate level. An in-depth analysis of the students' test results enabled the evaluation of the employed techniques.The method of the research combined both quasi-experimental and reflective approaches. A total of 20 students of upper-intermediate level participated in the study. The paper provides a detailed description of the activities aimed at developing listening comprehension among upper-intermediate learners. The study also highlights the importance of the use of authentic listening material in an English course.The research findings show that the suggested ways of improving the vocabulary and listening skills have a highly positive effect on the progress students have made during the course. The paper discusses the advantages and disadvantages of various listening activities, as well as opportunities for improvement by means of technologies available to teachers in a classroom.
Global Fusion Attention for Vision and Language Understanding (Student Abstract)

We extend the popular transformer architecture to a multi-modal model, processing both visual and textual inputs. We propose a new attention mechanism on Transformer-based architecture for the joint vision and language understanding tasks. Our model fuses multi-level comprehension between images and texts in a weighted manner, which could better curve the internal relationships. Experiments on benchmark VQA dataset CLEVR demonstrate the effectiveness of the proposed attention mechanism. We also observe the improvements in sample efficiency of reinforcement learning through the experiments on grounded language understanding tasks of BabyAI platform.
Comparative Analysis of Rest and GraphQL Technology on Nodejs-Based Api Development

Web service is a method of connecting servers and client applications. There are several types of technology in developing a web service, such as REST and Graph-QL. Graph-QL is an alternative technology created by Facebook to correct REST technologys shortcomings, especially in the data presentation section. Graph-QL provides an alternative where the client application can determine for them what data is needed. This paper analyzes the performance of the two technologies to determine which technology is suitable for their needs. The analysis carried out is to compare the response speed and data efficiency to optimize the available bandwidth. The development model uses the waterfall model, which consists of research, design, implementation, and testing. As a test object, two Node-JS based applications were developed with the Express Framework, which applied REST and Graph-QL concepts on each test object. The results obtained are that REST has better performance than Graph-QL in its response speed. On the other hand, Graph-QL also excels in data presentation by client application requests to optimize the available bandwidth.
Efficient multi-keyword similarity search over encrypted cloud documents

Many organizations and individuals are attracted to outsource their data into remote cloud service providers. To ensure privacy, sensitive data should be encrypted be-fore being hosted. However, encryption disables the direct application of the essential data management operations like searching and indexing. Searchable encryption is acryptographic tool that gives users the ability to search the encrypted data while being encrypted. However, the existing schemes either serve a single exact search that loss the ability to handle the misspelled keywords or multi-keyword search that generate very long trapdoors. In this paper, we address the problem of designing a practical multi-keyword similarity scheme that provides short trapdoors and returns the correct results according to their similarity scores. To do so, each document is translated intoa compressed trapdoor. Trapdoors are generated using key based hash functions to en-sure their privacy. Only authorized users can issue valid trapdoors. Similarity scores of two textual documents are evaluated by computing the Hamming distance between their corresponding trapdoors. A robust security definition is provided together withits proof. Our experimental results illustrate that the proposed scheme improves thesearch efficiency compared to the existing schemes. Further more, it shows a high level of performance.
Android Application Development

Technology is being used and improved by human beings over a long period of time now and Smartphones is one of them. Smart Phones contain touch screen, built in keyboard, high resolution camera, front side camera for video conferencing, etc. They are used for making and receiving calls, sending and receiving messages, accessing the Internet, digital media, incorporating audio/video recording etc. Different smart phones have different operating systems and mobile applications are developed for each operating system in smart phones, tablet or mobile phones, in order to serve the needs of the user. These apps are either preinstalled or downloadable from online app market that can do almost everything. Apps make a mobile be like a portable computer having multi core processors, gigabytes of memory and a real operating system. Originally mobile apps were made available for only calling, messaging and informational purposes like calendar, weather forecast, e- mail, etc. With improvement in technology and increase in user demands, developers started making apps for other purposes like games, banking, video chats etc. Some apps are also used to present data in the same format as on a computer website and also allow you to download content that you can use when there is no Internet. There are many apps available in market today for different Operating Systems in which Android is having the maximum market share these days.
BREAST CANCER AMONG WOMEN IN BASRAH, IRAQ: A DESCRIPTIVE STUDY IN BIRAD 1 &amp; 2 SCREENED CASES

Breast cancer is the most commonly diagnosed cancer among women around the age of menopause.With an advice from WHO, screening programs are encouraged globally for detection of the breast cancer in early stage using mammography imaging technique that is used to understand the breast health and early detection of breast lumps.The study aimed to determine the socio-demographic characteristics of breast cancer screened cases among women aged above 35 years in Basrah with studying the time trend of registered breast cancer cases in Basrah from 2014 to 2020.In addition, it also aimed to detect malignant cases among Breast Imaging Reporting and Data System (BIRADS) 1 & 2 breast cancer screened cases.This is a database descriptive study using mammography medical records of women attended to Basrah Cancer screening Center in Basrah Teaching Hospital.A total of 448 female patients who had histopathological result indicating breast cancer and were classified according to mammogram (BI-RADS) grading methodology in the period 2014-2020.The study found that above 55 years of age multipara women were the highest group affected by breast cancer.Most importantly, malignancy was detected in 20% of breast cancer cases that were categorized as BIRAD 1 & 2. In conclusion, women with BIRAD 1 & 2 should be included in active follow-up examinations to detect any little risk that the lesions are malignant.
Virtual Construction Kits

The “Studio of art designing” develops and publishes electronic creative education programs for children and young people. All virtual kits represent miniature programs each designed for a small but clear task. The main purpose of each construction kit is to reveal the meaning of some aspect of the creative process. Virtual construction kits suggest the user making their own work of art. However, this creative process is done with the help of means and methods that develop the user’s thinking. Thus, the user gets to know this phenomenon “from the inside.” Virtual kits have found application in textbooks for a comprehensive school and as an accompaniment to museum projects. Projects related to the Russian Avant-Garde, antique vase-painting, steampunk, infographics, animation, “laterna magica” and visual storytelling are used in many secondary schools and museums in Russia.
PERANCANGAN APLIKASI HOME SERVICE MENGGUNAKAN PROGRESSIVE WEB APPLICATION

The rapid development of technology is widely used in various fields, one of which is the field of cleaning services. In the past, women worked on cleaning at home while men went to work out of the house. Nowadays, the changing patterns of life of the people demand that women and men spend their time going out of the house to work. Activities in homes that are getting denser but unchanged services result in imbalance, so people need to do cleaning at home. The solution to these problems is to make a home service application that provides home cleaning services. In making the application used to the yii2 framework, progressive web application and the waterfall method. This home service application provides internal and outdoor cleaning services that can be ordered wherever and whenever.Keywords: Home service, progressive web application, waterfall
RANCANG BANGUN APLIKASI GIS PUSAT OLEH OLEH KOTA PADANG DENGAN AR BERBASIS ANDROID

Padang is the largest city in the province of West Sumatra. The city is known as a tourist town. In addition, the city is included in the strategic town traffic lane Sumatra. Many migrants are interested in visiting this city. In addition to many tourist objects there are facilities that support from the tourism such as: souvenir. However, lying scattered in various areas of the city of Padang, Make information on the attractions are still hard to come by public although migrants who visit this city.The development of communication technology which is currently developing an outstanding effect. Android based smartphone communication tools more and more popular every person in search of information about the existence of the location and the address of a place that is difficult to find when needed. To overcome this problem, the authors aim to design locator application padang souvenir with location-based services ( LBS ). By displaying a digital map using google maps features and augmented reality. Applications designed using Android development Tool, mixar, augmented reality browser, And editor Eclipse integrated development environment (IDE). While the programming language used is Java , extensible languange , hypertext preprocessor (PHP) and query structure languange (SQL).This application helps users find out information on attractions such as distance , direction , address that appears in the form of digital maps. Not only that, through augmented reality technology is pasted on android smartphone, Users can interact with the real world through the camera view to locate the attractions that are nearbyKeyword : tourism, location based service, augmented reality, android
Readability of Articles in Journal of Religious and Socio-cultural Studies

Although the research on the readability of particular text has been extensively undertaken, little research applied to article journals. This study attempts to analyze the readability of religious and socio-cultural articles published in the Wawasan Journal. It is crucial to analyze it to prepare the journal indexed by Scopus at the international level and Sinta 1 at the national level. This study adopted the mixed method, quantitative to count the readability score, and qualitative to describe the readability score. Data were collected from three issues: Volume 4, no 1 (2019), Volume 4, no 2 (2019), and Volume 5, no 1 (2020) because the journal uses English in those issues. Then, a test was undertaken by use of online software https://readabilityformulas.com on the texts of each article. The readability formulas are FKGL, CLI, SMOG, ARI, and LWF. The result shows that most articles of Wawasan Journal are appropriate with the targeted readers: college, college graduate, and college graduate and above. Nevertheless, many articles are still regarded as suitable for the lower level, namely school grade level. Based on the readability score average of three issues is relatively stable. Due to FKGL, CLI, SMOG, and ARI formulas, the three issues are appropriate at college level. Meanwhile, those are appropriate with college graduates and above based on LWF. It is still found inappropriate text with targeted readers, the researchers suggest that the editorial board need to check not only its originality and grammar but also the readability score of the proposed article.
LibGuides: Chicago/Turabian Formatting and Style LibGuide: Overview

This guide is designed to help students understand what Chicago/Turabian style is, how to use Chicago/Turabian style, and examples of Chicago/Turabian style in practice.
Socio-psychological factors of determination of juvenile convicts’ drug-addicted behavior and their consideration in the activities of the educational colony personnel

cThe article is devoted to the study of the current situation in the drug use by juvenile onvicts serving sentences in educational colonies. The data of official statistics illustrating the growing dynamics of the number of persons convicted of crimes related to drug trafficking are presented. The leading role of socio-psychological factors in the development of drug-addicted behavior of juvenile criminals is noted. The aim of the study is to identify the most significant socio-psychological factors contributing to the determination of drugaddicted behavior, to determine possible areas of work for personnel of educational colonies to prevent the drug-addicted behavior. The methodological basis of the research was formed by the questionnaire, statistical method, analysis, synthesis, induction, system-structural and formallogical methods. As a result of the work carried out, it was established that the level of drug use among convicted juveniles is significantly higher than both officially recognized and declared by the adolescents themselves. The most significant sociopsychological factor leading to such behavior is the family, mistakes in family upbringing, family problems or lack of education. Attention is drawn to the fact that one of the areas of educational colonies work in the prevention of drug addicted behavior can and should be the work not only with the inmates, but also with their parents. It is proposed to strengthen the responsibility of parents for drug addicted behavior of children. Implementation of the conclusions and proposals made will help stabilize the situation and reduce juvenile delinquency related to drug trafficking.