理學碩士學位(數據科學)— 計算語言學
由FAH提供
所有科目都是必修科目:
AHGC7315 語言與語言學
3 學分
This course introduces key concepts and approaches to the study of language and linguistics. It provides an overview, with basic terminology, of the major sub-fields of linguistics, investigating the nature, history, and structure of language, and how language relates to the mind, society, and education. It provides the basis of investigation in subsequent courses in the MA in SLA program. Students are encouraged to reflect on their own language experience and apply the theories covered in the course to their own linguistic context.
AHGC7398 項目報告
6 學分
The Project Report may incorporate elements of data collection, data processing, data analysis and data solution. Students need to identify a proper research question and access to relevant and appropriate data for close examinations of that particular question under investigation. Topics can range from second language acquisition to language assessment, among other such applied linguistics topics. Students are expected to conduct the research independently, implementing and applying the big data approach to their proposed project and in their selected fields of second language studies, and submit an individual report.
從以下科目選3門科目:
CISC7021 應用自然語言處理
3 學分
This course covers both the fundamental and advanced topics in Natural Language Processing (NLP), which deals with the application of computational models to text data. In this course, the core tasks in natural language processing will be examined, including minimum edit distance, language modelling, Naive Bayes, Maximum Entropy, text classification, sequence labelling, POS tagging, syntax parsing and computational lexical semantics. Modern NLP applications will be explored such as information retrieval, and statistical machine translation. Students will learn how to formulate and investigate research questions on related topics.
ENGL7022 語料庫語言學
3 學分
This course introduces students to the practices and issues involved in corpus linguistics. Its aims are to demonstrate the practical use of online corpora to explore questions asked by scholars of language and literature, and to address some of the main theoretical issues raised by corpus design and analysis. Students familiarize themselves with some of the available online corpora and practise using concordancers, and search tools that give information about frequencies, collocations, colligations, etc. The classes cover language analysis at the levels of lexis, grammar and discourse and applications such as lexicography and language teaching. As the course progresses, the students consider questions of representation, size, transcription and tagging in the building of a customized corpus.
AHGC7039 計算機輔助翻譯
3 學分
This course reviews state-of-the-art technology in translation. In addition to Translation Memory, which allows users to leverage existing data, deep learning technologies have allowed Machine Translation to achieve fully automatic translations for some genres of writing. The course will include an extensive practical component using these technologies in addition to exploring assessment of Machine Translation quality, emerging possibilities and issues. In addition to these, the use of the World Wide Web, Web-based translation aids and other applications for producing rapid, localized and high-quality translation are discussed.
AHGC7303 語言應用評估
3 學分
This course introduces students to fundamental concepts of language testing and assessment and critically examines testing instruments and procedures for specific purposes, with particular attention to test use in classroom settings.
CHLL7101 漢語語言學研究方法
3 學分
本課程旨在系統介紹語言學的研究思路、方法和一些重要的語言學理論,指導學生採用科學的工具和方法對漢語進行共時或歷時的系統研究。課程包括語言學研究的一般方法和特殊方法,語言學研究中經常使用的工具性概念,各個語言學流派所採用的分析技術,國內學者建立的語言學理論等內容。
AHGC7308 應用語言學專題 I
3 學分
This course is designed to offer visiting scholars, existing or future staff, the opportunity to offer courses in their particular area of specialisation. The topic and content of the courses will vary from year to year depending on the availability of expert staff. Examples of specialised topics that may be offered include: data-driven learning, computer-adaptive language testing, automated scoring, corpus-based EAP (English for academic purposes), etc.
PHIL7101 語義學專題
3 學分
This course is an introduction to the formal analysis of natural language semantics as situated within the larger domain of linguistics. Students will be introduced to the main goals and methods of formal semantics, with a special focus on some of its core empirical results, and to some mathematical concepts underlying semantic interpretation systems (sets, relations, functions). Topics include: predication, the semantics of quantificational determiners, indexicals, semantic binding, tense, and modality.
#相關課程將於《澳門特別行政區公報》公佈後正式運作。
The programme will be launched officially after it has been published in the Official Gazette of the Macao SAR.