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21 Nov 2023: Multilingual Models in Neural MachineTranslation. Guangyu Yang. Department of EngineeringUniversity of Cambridge. This dissertation is submitted for the degree ofMaster of Philosophy in Machine Learning and Machine Intelligence. Clare Hall August 2023. Dedicated to my loving parents. Declaration. I, Guangyu Yang of Clare Hall, being a candidate for the MPhil in Machine Learning andMachine Intelligence, hereby declare that this report and the work described in it are my ownwork, unaided except as may be specified below, and that the report does not contain materialthat has already been used to any substantial extent for a comparable purpose. All software used in this thesis was written in Python and PyTorch. The open-sourceHugging Face transformers library1 [47] was used for downloading pre-trained models andinference. The sacreBLEU library2 [26] was used to download datasets and evaluate theperformance of the models using the BLEU metric. The BLEURT library3 [34] was used toevaluate the performance of the models using the BLEURT metric. The OpenICL frameworkwas used to experiment with in-context learning. And the Direct Preference Optimizationcodebase4 [28] was used for unsupervised preference optimization with MBR. The

24 Nov 2023: Multilingual Models in Neural MachineTranslation. Guangyu Yang. Department of EngineeringUniversity of Cambridge. This dissertation is submitted for the degree ofMaster of Philosophy in Machine Learning and Machine Intelligence. Clare Hall August 2023. Dedicated to my loving parents. Declaration. I, Guangyu Yang of Clare Hall, being a candidate for the MPhil in Machine Learning andMachine Intelligence, hereby declare that this report and the work described in it are my ownwork, unaided except as may be specified below, and that the report does not contain materialthat has already been used to any substantial extent for a comparable purpose. All software used in this thesis was written in Python and PyTorch. The open-sourceHugging Face transformers library1 [47] was used for downloading pre-trained models andinference. The sacreBLEU library2 [26] was used to download datasets and evaluate theperformance of the models using the BLEU metric. The BLEURT library3 [34] was used toevaluate the performance of the models using the BLEURT metric. The OpenICL frameworkwas used to experiment with in-context learning. And the Direct Preference Optimizationcodebase4 [28] was used for unsupervised preference optimization with MBR. The

31 May 2023: Illustrated texts as living objects in eighteenth and nineteenth century Japan. It all started in a basement in Tokyo. I was an undergraduate student on my year abroad, discovering my interest in early modern Japanese literature. I asked a scholar if he knew where I could see as many different books from pre-modernisation Japan as possible, and he told me to go to the Union of Antique Book Sellers. What I saw had me coming back once a week for the rest of my stay. Strewn about on tables were hundreds of early modern books, and they were all for sale. It turned out that every Saturday antique book sellers came together to cheaply sell the wares that they otherwise could not shift: books that were missing covers, damaged or part of incomplete sets. But what interested me as I flicked through their pages was how, despite them being in this basement because of their supposed worthlessness, each one was unique. They had signatures of former owners, illustrations coloured in by children, covers that had been rebound after sale. I realised that I held more than just books containing stories and information, but books with their own material histories. These trips formed the basis of my collection. I decided to focus on illustrated texts

30 Nov 2023: LIONEL D. SMITH __________________________________________________________________. Faculty of Law, University of Cambridge 10 West Road, Cambridge UK CB3 9DZ. Fellow of Gonville and Caius College, Cambridge CB2 1TA Telephone: ( 44) 01223 330079. lionel.smith@law.cam.ac.uk. EMPLOYMENT. 2022 – 2017-2023 2000-2022 2013-2016. Downing Professor of the Laws of England Faculty of Law, University of Cambridge Fellow, Gonville and Caius College, Cambridge Director, Cambridge Private Law Centre Courses taught: Equity (undergraduate level); Restitution, Advanced Private Law, English, Comparative and Transnational Secured Transactions Law (postgraduate level). Visiting Professor, Faculty of Law, University of Oxford. Courses taught: Trusts, Land Law (undergraduate level); Advanced Property and Trusts, Restitution (postgraduate level). Professor, Faculty of Law, McGill University. Full Professor (2007-2022); Sir William C. Macdonald Professor of Law (2014-2022); James McGill Professor of Law (2004-2014); Associate Professor (2000-2007); William Dawson Scholar in Law (2003-2004). 2007-2014: Director, Paul-André Crépeau Centre for Private and Comparative Law (until 2012, the Quebec Research Centre of Private and Comparative Law). 2001-2004:

9 Jul 2023: 2021 年 3 月，第三期. Third Issue, March 2021. CHINA REPORT. 中国报告 Originated and Selected by China Advisory Council. 中国顾问理事会撰选. Preface…………………………………………………………………….……………………………………………….…….1 Xiyang Daniel He, Fellow, Cambridge Judge Business School; Secretary-General, China Advisory Council. 前言…………………………………………………………………….……………………………………………….…….3 何玺阳，剑桥大学嘉治商学院 院士，中国顾问理事会秘书长. 中国资本市场三十周年 / 30th Anniversary of China’s Capital Markets. 忆中国证券市场 30 年…………………………………………………………………………………………….….…….6 王波明，《财经》杂志总编辑. The Thirty-Year Evolution of China's Securities Market ………………………….…………………….….10 Wang Boming Editor-in-Chief CAIJING Magazine. 中国证券市场展望 / Outlook for China’s Securities Markets.

9 Jul 2023: The Global RegTech Industry Benchmark Report. Emmanuel Schizas, Grigory McKain, Bryan Zhang, Altantsetseg Ganbold, Pankajesh Kumar, Hatim Hussain, Kieran James Garvey, Eva Huang, Alexander Huang, Shaoxin Wang, Nikos Yerolemou. With the support of. 2. The Cambridge Centre for Alternative Finance (CCAF) is an international and interdisciplinary research centre based at the University. of Cambridge Judge Business School. It is dedicated to the study of innovative instruments, channels, and systems emerging outside of traditional finance. This includes, among others, crowdfunding, marketplace lending, alternative credit and investment analytics,. alternative payment systems, cryptoasset, distributed ledger technology (e.g. blockchain) as well as related regulations and regulatory innovations (e.g. sandboxes and RegTech). 3. 目次 執筆および執筆協力. 4. 謝辞. 5. 本レポートの概要. 7. CCAF Foreword. 15. Foreword by EY. 16. RegTech 関連団体からのメッセージ. 17 International RegTech Association (IRTA). 17 The RegTech Association (Australia). 17 Fintech Association of Japan. 17. 1. はじめに. 18 規制当局による RegTech の定義とその限界. 18 RegTech の機能的定義. 18 なぜ RegTech

9 Jul 2023: THE 3RD ASIA PACIFIC REGION ALTERNATIVE FINANCE INDUSTRY REPORTNovember 2018. In collaboration with:. The Cambridge Centre for Alternative Finance (CCAF) is an international and interdisciplinary research centre based at the University of Cambridge Judge Business School. It is dedicated to the study of innovative instruments, channels, and systems emerging outside of traditional finance. This includes, among others, crowdfunding, marketplace lending, alternative credit and investment analytics, alternative payment systems, cryptoasset, distributed ledger technology (e.g. blockchain) as well as related regulations and regulatory innovations (e.g. sandboxes and RegTech). TABLE OF CONTENTS. Research Team. 5. Acknowledgements. 8. Forewords. 14CCAF. 14AIF, Zhejiang University. 15ADBI. 16KPMG. 17Invesco. 18. Executive Summary. 19. Methodology. 22. Chapter 1: Market Fundamentals. 25Size and Growth of the Asia Pacific Alternative Finance Market. 25Geography of Asia Pacific Alternative Finance. 28Diversity of Models in Asia Pacific: A working Taxonomy. 30Alternative Finance Market Volumes by Model in China. 31Alternative Finance Market Volumes by Model in Asia Pacific. 33The Use of Online Alternative Finance by Businesses. 36. China.

9 Jul 2023: 改革开放 40 年企业家精神的流变. 只有观念才能改变观念. 哈耶克在《走向奴役之路》的名著中有一句名言：观念的转变和人类意志的力量，塑造了. 今天的世界。. 40 年前的 1978，中国国家史上前所未有的诞生了一个观念，这就是中共十一届三中全会提. 出的：以经济建设为中心。自此发端，依赖十亿国民的意志力量和国家力量，过往 40 年，中. 国形成了人类商业史上最波澜壮阔的一次经济大潮，而大潮漩涡的中流砥柱者则是企业家阶. 层。. 观念与时代共跳芭蕾舞，共同发育了中国有史以来从规模到结构、从风范到勇气都罕有的. 企业家群体，而遍布于中国大地角角落落的成千上万的企业家和商人们，在为共和国创造财. 富、奠基实力的同时，也沉淀出了色彩杂陈、品相多样的精神质地。下面我从三个时间断面和. 三个层面对 40 年来中国企业家精神做一个粗略的描述—. 实业英雄群体（1978—）：代表人物包括鲁冠求、张瑞敏、柳传志、任正非等人，他们背后.

9 Jul 2023: The Future of Finance is Emerging:. New Hubs, New LandscapesGlobal Fintech Hub Report. 2018. Hangzhou. 2018-11-14. Launched By. ForewordAs a new promoter for the global economic and financial. development, Fintech is becoming a focus for each country to. ignite their economy, and a new Fintech landscape is. emerging. At the same time, there is a growing awareness of. the importance of regulatory capabilities, innovative. environment, and the availability of digital infrastructure,. which may be fundamental for the sustainable development. of Fintech. Since the first launch of the Global Fintech Hub Index 2018 in. Amsterdam in June, we continued to broaden our observation. scope, and studied more than 70 cities in 6 continents, and. drew a “30N” global landscape that included the TOP30. global Fintech hubs and many emerging hubs. Time is something we cannot lose, and opportunity is what. we cannot miss. A slogan for the new Fintech era is more. integrated, more generous, and more borderless. It represents. the good wishes for an inclusive financial system, where. “everyone is born equal” and are calling us to seize the. moment, be brave to lead, and to create a new world. 1. 传统金融机构拥抱金融科技. Out of the

9 Jul 2023: 全球金融科技中心城市报告Global Fintech Hub Report. 2018. 中国 杭州2018-11-14. 多极联动 天下新局. 版权声明. 2018全球金融科技中心城市报告是由浙江大学互. 联网金融研究院司南研究室、剑桥大学新兴金融. 研究中心、浙江互联网金融联合会、杭州铜板街. 互联网金融信息服务有限公司作为联合发布方，. 杭 州 摩 西 信 息 科 技 有 限 公 司 作 为 数 据 支 持 ， 于. 2018年11月在杭州发布的指数报告。. 前言积水成渊，蛟龙生焉。作为全球经济金融发展的全新驱. 动力，金融科技渐成各国发力焦点，且区域联动、多极发展. 的金融科技世界格局也逐步形成。同时，监管能力、创新环. 境、数字基础设施建设等重要性也日趋凸显，或成金融科技. 可持续发展关键。. 继2018年6月在阿姆斯特丹首次发布《2018全球金融科. 技中心指数》后，我们持续拓宽观察范围，纵览六大洲七十. 余座城市，勾勒出全球金融科技发展TOP30中心城市以及众. 多新领军者的“30N”格局，并展示每个城市的“金融科. 技画像”以观其貌，望其趋势。.