• Title/Summary/Keyword: Burmese

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Burmese Sentiment Analysis Based on Transfer Learning

  • Mao, Cunli;Man, Zhibo;Yu, Zhengtao;Wu, Xia;Liang, Haoyuan
    • Journal of Information Processing Systems
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    • v.18 no.4
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    • pp.535-548
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    • 2022
  • Using a rich resource language to classify sentiments in a language with few resources is a popular subject of research in natural language processing. Burmese is a low-resource language. In light of the scarcity of labeled training data for sentiment classification in Burmese, in this study, we propose a method of transfer learning for sentiment analysis of a language that uses the feature transfer technique on sentiments in English. This method generates a cross-language word-embedding representation of Burmese vocabulary to map Burmese text to the semantic space of English text. A model to classify sentiments in English is then pre-trained using a convolutional neural network and an attention mechanism, where the network shares the model for sentiment analysis of English. The parameters of the network layer are used to learn the cross-language features of the sentiments, which are then transferred to the model to classify sentiments in Burmese. Finally, the model was tuned using the labeled Burmese data. The results of the experiments show that the proposed method can significantly improve the classification of sentiments in Burmese compared to a model trained using only a Burmese corpus.

The Clothes, Food and Shelter Life Style of Burmese People (미얀마 버마족의 의식주 생활양식)

  • CHOI, Jae Hyun
    • SUVANNABHUMI
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    • v.1 no.1
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    • pp.51-74
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    • 2009
  • It has often been said that Myanmar is the most profound Buddhist country in the world. That may well be true, but the brand of Buddhism practised in this isolated land is unique on the face of the globe. Myanmar Buddhism is theoretically Theravada Buddhism, a sect of Buddhism adhering most closely to the Buddha's teachings, and is the dominant form of Buddhism throughout Southeast Asia. The customary law also has an indissoluble connection with Buddhism in the Burmese society. The family customs and law have been put in statutory form with Damathat. And Damathat which is a statute law plays a important role as a mirror of the popular society. In Burmese society, the network which connects an individual and an individual fulfills its more function than the relatives and families act with group. The human relation which is generally completed within home, for example, parents and children, brothers and sisters, husband and wife and so on is situated as a center of the network which spreads outside home also in Burmese society. And Burmese society is 'khin' and 'ana' society. Burmese people positively extend the human relation through the way of thinking of Myanmar language 'khin' translated 'intimate', but they also put on the brakes the extending human relation without ending by keeping its distance through the way of thinking of Myanmar language 'ana' translated 'refuse courteously.'

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Myanmar Articulation, Resonation, Nasal Emission, and Nasal Turbulence Test: A Preliminary Study

  • Kalyanee Makarabhirom;Benjamas Prathanee;Ampika Rattanapitak
    • Archives of Plastic Surgery
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    • v.50 no.5
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    • pp.468-477
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    • 2023
  • Background This article describes the development of the Myanmar Articulation, Resonation, Nasal Emission, and Nasal Turbulence test for children with cleft lip and palate (CLP), and evaluation of its validity and reliability. Methods It was created by three Thai researchers and a Burmese research assistant based on Burmese phonology. The content validity was evaluated by six Burmese language experts. All test items were divided into three groups: high-pressure oral consonants, low-pressure oral consonants, and nasal consonants. Results All items (58-word and 32-phrase/sentence) gave an excellent level of the expert agreement (item-level content validity indexes = 1.00). The target items were illustrated as color pictures. Each picture was clearly drawn and easy to identify. As a pilot study of face validity, all pictures were administered to 10 typical-developing children. The actual testing was assessed by 10 CLP children, and the developed test was analyzed through consultation of the Burmese teachers and interpreters from a speech camp. Testing scores for a total including three groups of target items were shown acceptable for internal consistency reliability (ranged from 0.4 to 0.88). Conclusion The constructed test is valid in terms of its content.

The Voice of the Imperial in an Anti-Imperialist Tone: George Orwell's Burmese Days

  • DONMEZ, Basak AGIN
    • Cross-Cultural Studies
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    • v.28
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    • pp.5-16
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    • 2012
  • First published in 1934, George Orwell's Burmese Days, which can be read as an example of both descriptive realism and fictional realism, is considered to be a colonial example of British literature because of its publication date. However, based on the personal experience of the author as an imperial officer in Burma, the novel has an anti-imperialist tone, which can also make it possible to read it through postcolonial eyes. As a result, the novel stands as an example of ambivalence since it has both the colonial and the postcolonial perspective; both the colonizer and the colonized are portrayed with their own flaws, adding to the impact of what can be called "Third Space." This is why the voice of the imperial is heard in an anti-imperialist tone in Burmese Days, through which Orwell presents a critique of colonialism with a from-within approach.

National Revolution vs. Civil Revolution: The Comparison between Thailand and Myanmar (민족혁명과 시민혁명: 타이와 미얀마)

  • Park, Eunhong
    • The Southeast Asian review
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    • v.24 no.2
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    • pp.127-165
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    • 2014
  • This article regards the phase of political confrontations in Thailand and Burma as a prolonged and inconclusive political struggle between national revolution forces and civil revolution forces. It argues that in Thai case, anti-monarchy constitutional revolution has led to a right-wing national revolution based on state nationalism consolidating capitalist economic system by Sarit's military coup, while in Burmese case, anti-British imperialism movement in colonial era has resulted in a left-wing national revolution grounded on state nationalism associating with socialist economic system by Ne Win's military coup. It is also interesting to note that the two cases experienced state nationalism denying autonomous civil society as a process of nation-building in spite of their contrasting ideologies. In both cases, it became inevitable to have national revolution forces clinging to official nationalism and state nationalism confronting with civil revolution forces seeking popular nationalism and liberal nationalism. In particular, unlike Burmese society, Thai society, without colonial history has never experienced a civil war mobilizing anti-colonial popular nationalism including ethnic revolt. This article considers Dankwart Rustow's argument that national unity as a background condition must precede all the other phases of democratization, but that otherwise its timing is irrelevant. In this context, Thai democratization without national unity which began earlier than Burmese is taking a backward step. For the time being, there would be no solution map to overcome severe political polarization between the right-wing national revolution forces defending official nationalism cum state nationalism and the civil revolution forces trying to go beyond official nationalism towards popular nationalism cum liberal nationalism. In contrast, paradoxically belated Burmese democratization has just taken a big leap in escaping from serious and inconclusive nature of political struggle between the left-wing national revolution forces to defend official nationalism cum state nationalism and civil revolution based on popular nationalism cum liberal nationalism towards a reconciliation phase in order to seek solutions for internal conflicts. The two case studies imply that national unity is not a background condition, but a consequence of the process of political polarization and reconciliation between national revolution forces and civil revolution forces.

Subspectacular Abscess Involved with MRSA(methicillin resistant Staphylococcus aureus) in a Snake (메티실린 내성 황색 포도상구균에 의한 서브스펙타클 농양(subspectacular abscess)으로 진단된 버미즈 비단뱀)

  • Lee, So-Young;Kim, Ju-Won
    • Journal of Veterinary Clinics
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    • v.28 no.4
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    • pp.446-448
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    • 2011
  • A 1-year-old, male, captive born Burmese Python (Python molurus bivittatus) presented with cloudiness of the left eye after ecdysis. Based on physical examination and history, subspectacular abscess was diagnosed. The causative microorganism was identified as a methicillin-resistant Staphylococcus aureus (MRSA). MRSA is a zoonotic problem of high concern and is a risk in public health and veterinary medicine. To our limited knowledge, this is the first reported case of MRSA infection in snakes.

Dispute Resolution Institution and Business Negotiation of Myanmar (미얀마의 분쟁해결제도와 비즈니스협상)

  • Chung, Yongkyun
    • Journal of Arbitration Studies
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    • v.28 no.4
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    • pp.61-88
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    • 2018
  • Myanmar has witnessed rapid economic growth in the 21st century. The cultural heritage of Myanmar (Burma) inherited from ancestors is law literature such as Dhammathat and Rajathat. Burma is a unique country in Southeast Asia in a sense that it already had a modern law system. For example, there has been a legal profession even in 12th century AD. According to Rajathat, lawyers were required to wear a uniform in court. Furthermore, lawyers and Judges participated in legal proceedings from the 15th century. As to the role of Dhammathat, there are conflicting views in the academic community. According to Professor Andrew Huxley, the profound literatures of Dhammathat had played an important role as a source of law in Burmese court in ancient times. Dhammathats have flourished in the struggle among the King, lawyers, and monks in old Burmese society. This customary law combined with Rajathat provided a guidance of legal proceedings in Burmese court, as well as village settlement. This traditional dispute resolution system reaches modern times in the form of Buddhist family law in Myanmar. Nowadays, the law system of Myanmar looks like a legal pluralism since the customary laws of Burma, as well as Shan and Arakan, are effective and co-exist with common law adopted at the colonial period. In recent times, Myanmar has enacted new arbitration laws (2016) in order to attract foreign direct investment.

New Calendar, Old Social Class, and Buddhist Tradition: A Case Study of Wekmasuk Wundauk U Latt and His Family Members

  • Oo, Myo
    • SUVANNABHUMI
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    • v.12 no.1
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    • pp.131-142
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    • 2020
  • This article explored how the introduction of the Gregorian calendar transformed the Buddhist traditional practices of a noble class family who lost power in the royal court during the emergence of the British in Upper Myanmar. It examined in micro-level, the said changes by way of Wekmasuk Wundauk U Latt's diary, which recorded the social and economic conditions of Mandalay, then the capital of the Myanmar kingdom, from 1886 to 1898. When Burmese kings reigned in Mandalay, the court closed on Sabbath day, when the Buddhist Burmese went to monasteries to fulfill religious obligations. The introduction of the Gregorian calendar turned Sunday into a regular day off, which left Sabbath day to be used for more work. This prevented the then noblemen to attend to monastic duties as they had to use the day, for example to go to the bank to draw their pension. This research reveals that the Gregorian calendar has transformed the day off from "holy day" to "holiday."

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The Relation between the Use of Modern Burmese Prose as the Standard Language and Nation-Building in British Burma (식민시기 버마어 산문의 대중화와 버마 민족 형성의 상관성)

  • Myo, Oo
    • The Southeast Asian review
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    • v.22 no.2
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    • pp.239-267
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    • 2012
  • 이 논문은 근대 민족국가 형성과 민족 공용어의 창출의 상관성을 염두에 두고 식민지기 버마에서 버마어가 어떠한 정치적, 사회적 환경 하에서 어떻게 공용어의 지위를 획득해나갔는지에 대해 주로 버마어 산문의 대중화라는 각도에서 분석한 것이다. 베네딕트 앤더슨의 연구가 시사하는 것처럼 근대적 인쇄매체의 출현과 더불어 근대 버마어의 등장 및 대중화는 버마의 근대적 민족 형성에 큰 영향을 미쳤다. 제1차 영국-버마 전쟁 종결 후, 정치, 사회, 경제적 상황 변화와 함께 인쇄산업의 발달과 더불어 버마어는 대중매체에서 공용어로서의 지위를 획득해갔다. 식민시기에 버마 내 여러 지역에 어학원이 설립되었고 버마인이 어학교육 담당자로 고용되었다. 1930년대 초반에 근대 버마어 산문이 많은 저자들에 의해 집필되었으며, 1930년대 후반에 들어서서 독자들 사이에서 널리 읽히는 호황을 누렸다. 일본군 점령 후에는 일본군 당국의 허가 하에 버마어는 제2차 세계대전 중에 공식적 언어로서 인정되었다. 이러한 바탕 위에 근대 버마어는 1947년 헌법에 버마의 공식 언어로 명기되었다. 이러한 과정에 대한 분석을 통해 이 논문에서는 버마어가 식민지기에 표준어로서의 지위를 획득하고 그 버마어로 작성된 근대 버마어 산문의 사용이 버마의 민족 형성과정에서 결정적인 역할을 하였다는 점을 부각시켰다.

A Symptomatic Reading of 'Discrimination' and 'Difference' in A Gesture Life (『제스처 라이프』에 나타난 '차별'과 '차이'의 징후적 읽기)

  • Rhee, Suk Koo
    • Journal of English Language & Literature
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    • v.56 no.5
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    • pp.907-930
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    • 2010
  • Most previous studies on A Gesture Life focused on illuminating the role and significance of Kkutaeh, the Korean comfort woman, whom Hata runs across at a military camp in the Burmese jungle. For instance, Carroll Hamilton argues that the return of Kkutaeh as a traumatic subject disrupts Hata's nationalist narrative, causing the protagonist's eventual failure at national enfranchisement. However, this paper focuses on Hata's relationship with Bedley Run, the sleepy suburban white town, in which the protagonist settles down right after immigration to the US. The racial/racist nature of Bedley Run has not received due critical attention, although a few studies on the novel saw Hata's gestures as a survival tactic deployed against the hostile environment of his new host society. This paper, resorting to Pierre Macherey's thesis on symptomatic reading, exposes what Hata, the narrator/protagonist, hides from his readers concerning his status in his muchbeloved town; and it also explores the subversive significance of Hata's ethnic memories. The aim of this study is, after all, to map both the subversive possibilities and the limitations of Hata's immigrant narrative as a bildungsroman.