黃輝
下載導師簡歷CV
Section 1: Personal Particulars
黃輝
Wong Fai, Derek
Associate Professor
88224478
derekfw@um.edu.mo
University of Macau
UMAC-Faculty of Science and Technology
https://www.fst.um.edu.mo/personal/derek-wong/
Research Project provided for Macao Youth Scholars Program:
針對大語言模型指令調優的高效數據選擇和訓練策略
Effective Data Selection and Training Strategies for LLM Instruction Tuning
0812 计算机科学与技术
0812 计算机科学与技术
The candidate must have majored in Computer Science and possess a strong publication record in top-tier venues.
PhD
Section 2: Research Interests and Grants
My research interests lie in the areas of natural language processing (NLP) and machine translation, with a particular focus on recent advancements in large language models. My work explores a wide range of applications, including language translation, text generation (e.g., poetry generation and translation, dialogue systems), and the use of NLP technologies in education.
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7
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The following are the ongoing projects:
Research and Development of Large Language Models for Intelligent Service Platforms in Information Security, FDCT, Macao Funding Scheme for Key R&D Projects (澳門重點研發專項資助計劃), 2025/01-2027/12, Co-PI.
Research on Chinese-Oriented Low-Resource Machine Translation Technologies, NSFC-FDCT, FDCT/060/2022/AFJ, 2023/01-2025/12, PI.
Modularized Semantic Neural Machine Translation: Fundamentals & Application, MOST-FDCT, FDCT/070/2022/AMJ, 2022/12-2025/12, PI.
Pretraining-based Automatic Evaluation of Machine Translation, MYRG, MYRG-GRG2023-00006-FST-UMDF, 2024/01-2025/12, PI.
Large Language Models for Machine Translation with Enhanced Discourse Modeling, Tencent AI Lab Rhino-Bird, 2023/07-2026/12, PI.
Research and Development of Large Language Models for Intelligent Service Platforms in Information Security, FDCT, Macao Funding Scheme for Key R&D Projects (澳門重點研發專項資助計劃), 2025/01-2027/12, Co-PI.
Research on Chinese-Oriented Low-Resource Machine Translation Technologies, NSFC-FDCT, FDCT/060/2022/AFJ, 2023/01-2025/12, PI.
Modularized Semantic Neural Machine Translation: Fundamentals & Application, MOST-FDCT, FDCT/070/2022/AMJ, 2022/12-2025/12, PI.
Pretraining-based Automatic Evaluation of Machine Translation, MYRG, MYRG-GRG2023-00006-FST-UMDF, 2024/01-2025/12, PI.
Large Language Models for Machine Translation with Enhanced Discourse Modeling, Tencent AI Lab Rhino-Bird, 2023/07-2026/12, PI.