• Title/Summary/Keyword: Chinese text

Search Result 318, Processing Time 0.026 seconds

PC-SAN: Pretraining-Based Contextual Self-Attention Model for Topic Essay Generation

  • Lin, Fuqiang;Ma, Xingkong;Chen, Yaofeng;Zhou, Jiajun;Liu, Bo
    • KSII Transactions on Internet and Information Systems (TIIS)
    • /
    • v.14 no.8
    • /
    • pp.3168-3186
    • /
    • 2020
  • Automatic topic essay generation (TEG) is a controllable text generation task that aims to generate informative, diverse, and topic-consistent essays based on multiple topics. To make the generated essays of high quality, a reasonable method should consider both diversity and topic-consistency. Another essential issue is the intrinsic link of the topics, which contributes to making the essays closely surround the semantics of provided topics. However, it remains challenging for TEG to fill the semantic gap between source topic words and target output, and a more powerful model is needed to capture the semantics of given topics. To this end, we propose a pretraining-based contextual self-attention (PC-SAN) model that is built upon the seq2seq framework. For the encoder of our model, we employ a dynamic weight sum of layers from BERT to fully utilize the semantics of topics, which is of great help to fill the gap and improve the quality of the generated essays. In the decoding phase, we also transform the target-side contextual history information into the query layers to alleviate the lack of context in typical self-attention networks (SANs). Experimental results on large-scale paragraph-level Chinese corpora verify that our model is capable of generating diverse, topic-consistent text and essentially makes improvements as compare to strong baselines. Furthermore, extensive analysis validates the effectiveness of contextual embeddings from BERT and contextual history information in SANs.

Study on bibliography of "Zhouyi cantong qi(周易參同契)" and the Book of Annotation ("주역참동계(周易參同契)"와 주석서에 대한 서지학적(書誌學的) 연구)

  • Im, Myung-Jin;Kim, Byung-Soo;Kang, Jung-Soo
    • Journal of Haehwa Medicine
    • /
    • v.19 no.2
    • /
    • pp.25-33
    • /
    • 2011
  • Daoism is a very important subject that consists of oriental medicine(traditional east asia medicine). Among the many scriptures, The Zhouyi cantong qi (周易參同契, Token for Joining the Three in Accordance with the Book of Changes) is the main Chinese alchemical scripture. This book is composed with three kinds of subject, Zhouyi(周易, the Book of Changes), the Huanglao(黃老) Tradition and alchemy(鍊金, 爐火). The author's name is not signed but is concealed in the text. According to the traditional account, the legendary Han immortal from Guiji (會稽, in present-day Zhejiang, 古 浙江), Wei Boyang(魏伯陽), wrote it in the period between Emperor Shun and Emperor Huan of the Eastern Han (126-127 BC), after reading the Longhu jing (龍虎經, Scripture of the Dragon and Tiger). Later he transmitted it to Xu Congshi(徐從事), who appended a commentary, and to Chunyu Shutong(淳于叔通), who first circulated it in the world. While some features of this account provide significant details - especially about the reputed date of the text and about its formation having taken place in stages - the received Cantong qi(參同契) actually is not the product of a single generation of authors, but the result of several centuries of textual accretions as well as theory of three co-authorship by Wei Boyang(魏伯陽), Xu Congshi(徐從事), Chunyu Shutong(淳于叔通). It has over 6000 characters in four-word or five-word verses. Some parts of the book are in styles of prose and poem. Many scholars explain the title "cantongqi(參同契)", saying that "Can(參)" means three, "Tong(同)" means correspondence, and "Qi(契)" means unification. Through images of hexagrams of the Book of Changes, the book illustrates the thought of the Huanglao(黃老) Tradition and alchemy. Wei Boyang(魏伯陽) theorizes his own experience unifying the way of intercourse of Yin and Yang in the Book of Changes, the cultivation of spirit through spontaneity of the Huanglao(黃老) Tradition and the elixir refining of alchemy.

On a Way in which Biographical Film Summons Character and History - Focusing on the Film, The Golden Era - (전기 영화가 인물과 역사를 소환하는 한 방식에 대해 - 영화 <황금시대>를 중심으로)

  • Jin, Sung-Hee
    • Cross-Cultural Studies
    • /
    • v.39
    • /
    • pp.287-308
    • /
    • 2015
  • Biographical film is a genre narrativizing the actual person and history, and reproducing the character and history in a biographical film is in a dimension different from a film focused on a fiction. Discussion between these methods of narrative composition and image reproduction in a biographical film is also, in line with artistic/aesthetic problems and ethical/philosophical theses of the film text. This study discusses the phase of the way of reproduction of the actual person, $Xi{\bar{a}}o$ $H{\acute{o}}ng$ in the biographical film, The Golden Era and the time she lived in a biographical film and how the audience's discussion of the film and socio-cultural discourse differ depending on their attitude towards the cinematic introspection of the text. The narrative structure, the method of image reproduction and cinematic devices of the film, The Golden Era are completely off the point of the general format of the traditional biographical film. In The Golden Era, $Xi{\bar{a}}o$ $H{\acute{o}}ng$ and the history which she lived in did not revive depending on an omniscient subject's selective statement and meta-film structure. Ann Hui removed general, mythic images of $Xi{\bar{a}}o$ $H{\acute{o}}ng$ formed in the field of traditional Chinese culture and reproduced her through multilateral visions of a real, fictional narrator. Each spectator's judgment and interpretation of the film intervene in the multi-layered and sparse descriptions of the actual person's images and the era of the characters. Through this, it is possible to approach the uniqueness and authenticity a historical character, $Xi{\bar{a}}o$ $H{\acute{o}}ng$ and to have an opportunity of multi-layered reflection on how to secure a critical distance and make a perception in historical judgment.

The connection between illustrations and contents in elementary mathematics textbooks (초등학교 수학교과서 그림과 내용의 연계성)

  • Hong, Gap Ju
    • The Mathematical Education
    • /
    • v.58 no.2
    • /
    • pp.225-237
    • /
    • 2019
  • The picture of the mathematics curriculum should carry the complex role of relieving the difficulties of mathematics while conveying the core of the mathematics contents well. This study examined the precedence of picture and text harmony and the importance of emotional expression. The discussion of children's picture books became an important reference in this process. The understanding of the child's psychology and cognitive characteristics in the long history of picture books and the insight into the relationship between text and pictures will be important guidelines for elementary school textbooks. Based on these previous studies, this study found some impressive examples of Chinese, Japanese, Indian, and American textbooks on the two complementary relationships between paintings and texts and emotional expressions of paintings. If necessary, we compared these textbooks with Korean textbooks. Through this analysis, this study draws some implications for Korean textbook drawing and textbook production process. That is, the process of reading the picture and interpreting its meaning should be treated as part of the study of mathematics. The mathematical concepts to be dealt with or the sentence description of the problem should be concurrent with the design of the picture. The monotonous expressions and dialogues of characters in textbooks should be avoided, and the personality and emotions of characters should be more abundant and freely expressive.

A Study on the Cryptography Technology for Computing Stored and Encrypted Information without Key Leakage (키 유출 없이 저장되고 암호화된 정보를 계산할 수 있는 암호기술에 관한 연구)

  • Mun, Hyung-Jin;Hwang, Yoon-Cheol
    • Journal of Industrial Convergence
    • /
    • v.17 no.1
    • /
    • pp.1-6
    • /
    • 2019
  • Various cryptographic technologies have been proposed from ancient times and are developing in various ways to ensure the confidentiality of information. Due to exponentially increasing computer power, the encryption key is gradually increasing for security. Technology are being developed; however, security is guaranteed only in a short period of time. With the advent of the 4th Industrial Revolution, encryption technology is required in various fields. Recently, encryption technology using homomorphic encryption has attracted attention. Security threats arise due to the exposure of keys and plain texts used in the decryption processing for the operation of encrypted information. The homomorphic encryption can compute the data of the cipher text and secure process the information without exposing the plain text. When using the homomorphic encryption in processing big data like stored personal information in various services, security threats can be avoided because there is no exposure to key usage and decrypted information.

A study on the Textbook on Nursing published in Korea in 1918 (1918년에 출판된 『간호교과서』 연구)

  • Yi, Ggodme;Yu, SuJeong;Park, Chan Sook
    • The Journal of Korean Academic Society of Nursing Education
    • /
    • v.29 no.4
    • /
    • pp.415-428
    • /
    • 2023
  • Purpose: The purpose of this study is to better understand nursing education in the early years of the Japanese colonial rule. Methods: We compared the 1918 Textbook on Nursing with the first Textbook on Nursing and to the original text, Grade A Textbook on Nursing, by the Japanese Red Cross Society (JRCS) using the historical research method. The background of its publication and its use in nursing education were exploring, too. Results: After Korea's annexation by Japan, the nursing textbook by the JRCS was appointed as the standard textbook in nursing education by the Government-General in Korea (GGK). Missionary nurse got the permission for the nursing textbook by JRCS and the Textbook on Nursing was published in 1918 using Korean and Chinese characters in combination. This book, an adaptation of the original text, explained the responsibilities and roles of nurses to guide them in serving patients as well as assisting in treatment or directly performing emergency medical treatment when necessary, with a focus on the treatment of the war wounded. It would have been partially used in actual nursing education among the missionary community. Conclusion: Textbook on Nursing in 1918 was published not only for the nursing students of missionary nursing schools but also for other nursing trainees of diverse hospitals, nurses and missionary volunteers and to help them to acquire the licenses. It reflects the enforcement on nursing education by GGK and the reality and resistance in terms of the content of education of nursing in Korea during that period.

Cultural Diversity and Repression in Communities: A Study on China and Latin America (공동체에서의 문화 다양성과 억압 -중국과 라틴아메리카를 중심으로-)

  • Kim Dug-sam
    • Journal of the Daesoon Academy of Sciences
    • /
    • v.44
    • /
    • pp.177-212
    • /
    • 2023
  • In this study, discussions of the suppression of cultural diversity in communities was conducted. First, based on the studies conducted so far and recent changes, the oppression that exists between the Chinese government and ethnic minorities was considered. The visible suppression mentioned was the expansion of Han Chinese Mandarin language education, sanctions on minority languages, and the expansion of higher education at the exclusion of minority identities. In terms of 'invisible' oppression, urbanization, urban development with modernization at the forefront, and the use of officials from minority ethnic groups educated by the central government were items that were discussed. Next, the case of Latin America was examined. In particular, attention was paid to the theory of resistance against Europeans and European culture. Based off of the worries and experiences of Latin American intellectuals who have underwent oppression as individuals from culturally diverse backgrounds, a mature theory was formulated that could be used to defend Chinese minorities in the future. There is a specificity to the problem of Chinese minority communities. However, from a large perspective, experience and self-critical exploration in Latin America serve as an opportunity to expand the specificity of Chinese minority communities. Their situation resembles previous situations in Latin America when native cultures were being culturally eroded by Europe. Thus, as Latin American scholars argue, a shift in perception is necessary. In addition to this, in the text, it is likewise necessary to reflect on diversity, freedom, and mutualistic respect. There are proposals advocating for the realization of Heyibutong (和而不同 harmony but not through sameness) based on the situation in China. In the process of this consideration, much thought was given about what the observed communities are like and what a hypothetically desirable community would be like. This extends not only to Chinese minority communities and native residents of Latin America, but also to Asians in the United States and foreigners in Korea. Through this, it is hoped that desirable communities characterized by cultural diversity can be skillfully pursued.

Exploring ESG Activities Using Text Analysis of ESG Reports -A Case of Chinese Listed Manufacturing Companies- (ESG 보고서의 텍스트 분석을 이용한 ESG 활동 탐색 -중국 상장 제조 기업을 대상으로-)

  • Wung Chul Jin;Seung Ik Baek;Yu Feng Sun;Xiang Dan Jin
    • Journal of Service Research and Studies
    • /
    • v.14 no.2
    • /
    • pp.18-36
    • /
    • 2024
  • As interest in ESG has been increased, it is easy to find papers that empirically study that a company's ESG activities have a positive impact on the company's performance. However, research on what ESG activities companies should actually engage in is relatively lacking. Accordingly, this study systematically classifies ESG activities of companies and seeks to provide insight to companies seeking to plan new ESG activities. This study analyzes how Chinese manufacturing companies perform ESG activities based on their dynamic capabilities in the global economy and how they differ in their activities. This study used the ESG annual reports of 151 Chinese manufacturing listed companies on the Shanghai & Shenzhen Stock Exchange and ESG indicators of China Securities Index Company (CSI) as data. This study focused on the following three research questions. The first is to determine whether there are any differences in ESG activities between companies with high ESG scores (TOP-25) and companies with low ESG scores (BOT-25), and the second is to determine whether there are any changes in ESG activities over a 10-year period (2010-2019), focusing only on companies with high ESG scores. The results showed that there was a significant difference in ESG activities between high and low ESG scorers, while tracking the year-to-year change in activities of the top-25 companies did not show any difference in ESG activities. In the third study, social network analysis was conducted on the keywords of E/S/G. Through the co-concurrence matrix technique, we visualized the ESG activities of companies in a four-quadrant graph and set the direction for ESG activities based on this.

Study on a Methodology for Developing Shanghanlun Ontology (상한론(傷寒論)온톨로지 구축 방법론 연구)

  • Jung, Tae-Young;Kim, Hee-Yeol;Park, Jong-Hyun
    • Journal of Physiology & Pathology in Korean Medicine
    • /
    • v.25 no.5
    • /
    • pp.765-772
    • /
    • 2011
  • Knowledge which is represented by formal logic are widely used in many domains such like artificial intelligence, information retrieval, e-commerce and so on. And for medical field, medical documentary records retrieval, information systems in hospitals, medical data sharing, remote treatment and expert systems need knowledge representation technology. To retrieve information intellectually and provide advanced information services, systematically controlled mechanism is needed to represent and share knowledge. Importantly, medical expert's knowledge should be represented in a form that is understandable to computers and also to humans to be applied to the medical information system supporting decision making. And it should have a suitable and efficient structure for its own purposes including reasoning, extendability of knowledge, management of data, accuracy of expressions, diversity, and so on. we call it ontology which can be processed with machines. We can use the ontology to represent traditional medicine knowledge in structured and systematic way with visualization, then also it can also be used education materials. Hence, the authors developed an Shanghanlun ontology by way of showing an example, so that we suggested a methodology for ontology development and also a model to structure the traditional medical knowledge. And this result can be used for student to learn Shanghanlun by graphical representation of it's knowledge. We analyzed the text of Shanghanlun to construct relational database including it's original text, symptoms and herb formulars. And then we classified the terms following some criterion, confirmed the structure of the ontology to describe semantic relations between the terms, especially we developed the ontology considering visual representation. The ontology developed in this study provides database showing fomulas, herbs, symptoms, the name of diseases and the text written in Shanghanlun. It's easy to retrieve contents by their semantic relations so that it is convenient to search knowledge of Shanghanlun and to learn it. It can display the related concepts by searching terms and provides expanded information with a simple click. It has some limitations such as standardization problems, short coverage of pattern(證), and error in chinese characters input. But we believe this research can be used for basic foundation to make traditional medicine more structural and systematic, to develop application softwares, and also to applied it in Shanghanlun educations.

A Study on 'Zhongkui(鍾馗) Performances' of Calendaric Rituals in the Jiaofang(敎坊) of the Ming dynasty (명대 교방(敎坊)의 세시의례 속 '종규(鍾馗) 공연' 연구)

  • Kim, Soon-Hee
    • (The) Research of the performance art and culture
    • /
    • no.39
    • /
    • pp.223-277
    • /
    • 2019
  • Based on the text reference from the Variety Theatre compiled and performed by the Jiaofang of the Ming Dynasty Palace, the characteristics of Zhongkui performance in the New Year Ceremony was analyzed focusing on the differentiation and diachronic change in aspect between court dance and civilian. In China's folk beliefs, 'Zhongkui' is regarded as a representative spirit of fighting against evil spirits. Relevant rituals and performing arts have been held mainly on New Year's Eve or the Dragon Boat Festival. Although extensive research has been conducted in various fields, the situation of Zhongkui performance was largely unnoticed, only generally addressed in China, even with the given fact that the Ming Dynasty's text reference of miscellaneous court dance was exclusively retained, Therefore, the analysis intends to propose Zhongkui performances of Calendaric Rituals in the aspect of its elements and differentiate the play handed down among people as a specific example. Through the text analysis of miscellaneous court dance, 'Imperial examination' and religious belief was regulated usuriously by a so-called edification expressed as imperial reign ideology extracted to an implementation situation, revealing that this court dance was characterized by a variety of performances including the 'Zhongkui'. The results of the following study intends to provide a positive foundation for not only the field of Chinese studies but also the field of Korean literature, theatre, dance, folklore, religion, anthropology and art.