2021 Ph.D. Electrical and Computer Engineering, National University of Singapore
2017 B. Eng. Electrical and Computer Engineering (Highest Distinction), National University of Singapore
Academic and Professional Experience
2023 - Present Lecturer, Information and Communication Technology (ICT) Programme, School of Science and Technology, Singapore University of Social Sciences
2023 - Present Adjunct Lecturer, Nanyang Technological University
2022 - 2023 Chief Scientist, Cheetah Analytics
2021 - 2022 Research Fellow, College of Design and Engineering, National University of Singapore
2020 - 2022 Guest lecturer/Teaching Assistant, College of Design and Engineering, National University of Singapore
Selected Publications
Yiming Chen, Yan Zhang, Chen Zhang, Grandee Lee, Ran Cheng and Haizhou Li “Revisiting Self-training for Few-shot Learning of Language Model,” EMNLP, 2021.
Chen Zhang, Yiming Chen, Luis Fernando D’Haro, Yan Zhang, Grandee Lee, Haizhou Li “DynaEval: Unifying Turn and Dialogue Level Evaluation,” Association for Computational Linguistics (ACL), Long Paper, 2021
Chen Zhang, Grandee Lee, Luis Fernando D’Haro, Haizhou Li “D-score: Holistic Dialogue Evaluation without Reference,” IEEE/ACM Transaction on Audio, Speech, and Language Processing, 2021
Grandee Lee, Haizhou Li “Modeling Code-Switch Languages Using Bilingual Parallel Corpus,” Association for Computational Linguistics (ACL), Long Paper, 2020
Xinyuan Zhou, Grandee Lee, Emre Yılmaz, Yanhua Long, Jiaen Liang, Haizhou Li “Self-and-Mixed Attention Decoder with Deep Acoustic Structure for Transformer-based LVCSR,” INTERSPEECH, 2020
Xuehao Zhou, Xiaohai Tian, Grandee Lee, Rohan Kumar Das, Haizhou Li “End-to-end code-switching TTS with cross-lingual language model,” ICASSP, IEEE, 2020
Xianghu Yue, Grandee Lee, Emre Yılmaz, Fang Deng, Haizhou Li. “End-to-end code-switching ASR for low-resourced language pairs,” ASRU, 2019
Grandee Lee, Xianghu Yue, Haizhou Li. “Linguistically motivated parallel data augmentation for code-switch language modeling,” INTERSPEECH, 2019
Grandee Lee, Haizhou Li. “Word and class common space embedding for code-Switch language modeling,” ICASSP, IEEE, 2019
Berrak Sisman, Grandee Lee, Haizhou Li. “Phonetically aware exemplar-based prosody transformation,” Proc. Odyssey 2018 The Speaker and Language Recognition Workshop, 2018
Berrak Sisman, Grandee Lee, Haizhou Li, Kay Chen Tan. “On the analysis and evaluation of prosody conversion techniques,” Asian Language Processing (IALP), 2017
Grandee Lee, Thi-Nga Ho, Eng-Siong Chng, Haizhou Li. “A review of the mandarin-english code-switching corpus: SEAME,” Asian Language Processing (IALP), 2017
More Information
2022 ACL 2022 D&I Special Initiative 60-60
2021 Local chair for The 12th International Workshop on Spoken Dialog System Technology (IWSDS 2021), Singapore
2020 Local co-chair for The 22nd Annual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL 2021), Singapore
Dialogue system evaluation and dialogue generation
Application of large language models in educational settings
Machine learning for learning/teaching assessment
Cross-lingual natural language processing in general, including code-switching language modelling and generation, cross-lingual word embedding, low-resourced cross-lingual transfer learning