16 research outputs found

    Bootstrapping Clinical Concept Extraction with Self-Training

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    In the clinical domain, annotated clinical records are not only expensive but also often unavailable for research due to patient privacy and confidentiality requirements. The challenge is how to train effective clinical concept extraction system especially with small amount of training data. To address the limited supervision problem of insufficient labeled training examples, self-training style semi-supervised bootstrapping approach to concept extraction system is proposed. In self-training a classifier is trained from an initially small amount of human annotated data, and then used to label unlabeled data. The machine-labeled data is then added to the original data set, and the classifier is retrained iteratively. For labeling clinical concepts, Conditional Random Fields (CRF) is chosen due to its promising performance in many sequence labeling tasks

    An Approach to Handle Idioms and Phrasal Verbs in English to Myanmar Machine Translation System

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    The structure of idioms and phrasal verbs areflexible in nature hence quite complex and challengingto handle in machine translation system. In this paper,an approach to handle idioms and phrasal verbs forEnglish-Myanmar machine translation is proposed.This technique consists of two phases, the analyzingphase and the grouping phase. In the analyzing phase,the given English sentence is analyzed to find whetherit contains any phrasal verbs or idioms. In thegrouping phase, if any phrasal verb or idiom is foundin the given sentence, it will be grouped into a singleunit and it will be categorized with a special tag inorder to denote it as the phrasal verb or idiom. Theproposed approach can be incorporated with rulebased English-Myanmar machine translation systemwith some modifications and can increase the accuracyof translation

    Legal Study on the Population Change in Myanmar

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    There are two reasons on the conditions of Myanmar population change. It depended on the migration and 1982 Myanmar Citizenship Law. Many intellectuals and experts in Myanmar have been moved and settled in other countries. Resettling of those people into Myanmar is mainly subject to the Myanmar Citizenship Law. Therefore, this article provided a historical account of successive Citizenship Law in Myanmar which has acquired and lost the rights of citizenship. In addition, this article presented two points of view that are derived from the special matter: (a) a number of persons in Myanmar have acquired citizenship in other countries; and then (b) Myanmar citizenship law attacked the rights of citizens which would resettle to Myanmar. Finally, it concluded the need to explore the consequences of the value of citizenship in the matters of the Myanmar population change

    The 14th Annual World Peace Ethics Contest 2023: “The World Peace International Youth Ambassador Camp”

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    “Let Moral Compass Be Your Guide.” Ethics is an AU-required course. Be proud of our uniqueness that makes you ethically different. Ethics is one of the three identities of Assumption University. This principle value is inculcated in students through well-thought-out curricula and extracurricular activities. In the Group Ethics Meeting every semester, Rev. Bro. Dr. Amnuay Yoonprayong, Vice-Rector for Moral Development Education, and the University Campus Minister provides systematical guidelines and support for a fruitful learning process. Furthermore, for each academic year, Assoc. Prof. Dr. Sureepong Phothongsunan, Dean of, the School of Arts regularly inspires us to achieve our moral goals and keeps motivating us to put forward an approachable strategic action plan into true-to-life action. At the beginning of this semester 2/2023 in the Department Meeting, Dr. Jaruwan Puangmaleep, Chairperson of, the Department of General Education enthusiastically requested our cooperation to get students with a keen desire for ethical living to participate in the 14th Annual World Peace Ethics Contest: “The World Peace International Youth Ambassador Camp” In the academic year 2023, a total of 34 AU students from different schools consisting of 16 females and 18 males of different nationalities: India, Nigeria, German, Dutch, Bangladesh, Nepal, Russia, Myanmar, Vietnam, Laotian, and Thai, participated in the 14th Annual World Peace Ethics Contest 2023 from January 26 to 28, 2023 at Khao Kaew Sadet Education Centre, Prachin Buri. 14th Annual World Peace Ethics Contest 2023 Participants Albert Laurence School of Communication Arts - Junior Ms. Alina Salomatova Albert Laurence School of Communication Arts - Sophomore Ms. Khin Thawdar Htun Faculty of Arts - Exchange Mr. Max Jager Martin de Tours School of Management and Economics - Freshman Ms. Chontida Pongchabubnapa Ms. Divya Prasad Mr. Peerawitch Rodsong Ms. Phiyada Limthongpisan Mr. Sai Say Saing Ohn Mr. Tanasap Thunyakaset Mr. Zay Ya Htet Martin de Tours School of Management and Economics - Junior Mr. Aditya Pandey Mr. Ayman Yusuf Mr. Linn Htet Aung Ms. Nguyen Thi Ngoc Diep Ms. Victory Chizaram Adanma Ajaegbu Martin de Tours School of Management and Economics - Senior Mr. Nikhil Ojesh Yadav Mr. Pisuth Chanhirun Ms. Supanit Chaiyalap Martin de Tours School of Management and Economics - Sophomore Ms. Ei Thinzar Myint Mr. Kritthikhoune Chengmouk Ms. Myat Myat Nyein Ms. Nyein Ei Ei Pyae Mr. Saw Wai Than Phyo Ms. Thant Kyi Phyu Tin Hlaing Montfort del Rosario School of Architecture and Design - Sophomore Ms. Khin Thandar Zaw Theodore Maria School of Arts - Freshman Ms. Bunyaporn Pingsusaen Ms. Pinyamas Naklub Theodore Maria School of Arts - Junior Ms. Leila Busari Theodore Maria School of Arts - Sophomore Ms. Thiri Myo Myat Win Vincent Mary School of Engineering - Sophomore Mr. Syed Jibrael Bagheri Vincent Mary School of Science and Technology - Freshman Mr. Khant Si Thu Hein Mr. Myo Myint Lwin Vincent Mary School of Science and Technology - Senior Mr. Aashish Dubey Mr. Anurag Karki For the past 16 years, the Dhammakaya Foundation and the World Peace Ethics Club have been pouring their heart and soul into imbuing Thai and international youth with the universal basic ethics and morals in their everyday lives to discover inner peace. In the 14th Annual World Peace Ethics Contest 2023, five teams were engaged in The World Peace International Youth Ambassador Camp: North Chiang Mai University, Sripratum University, St Theresa International College, Tue Duc Vabis International College, and Assumption University. The schedule for each day's activities was as follows: Delivering an opening remark for WPEC orientation, making concentration exercises, giving a lecture involved with the book “Family Day by Day”, learning ethical concepts and moral values through a group presentation-based learning activity, developing good habits through practical activities-experiential learning or learning- by- doing, taking the exam, and giving a closing remark respectively. We would like to extend our sincere gratitude to the AU Top Management Committee, Dean, Chairperson, Faculty members, the Dhammakaya Foundation, the WPEC, the guest speaker, professors from North Chiang Mai University, Sripratum University, St Theresa International College, Tue Duc Vabis International College, and all participants for their strong commitment to this mission. Your determination and optimistic attitude make a positive impact on the moral growth of both Thai and international Youth. You all make our goal truly achievable.!!!! We are so grateful for your assistance, constancy, and guidance
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