Yu-Ting Lee

Self-learning NLP and software engineering through research & development.

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MY WORK

Currently work at Institute of Information Science, Academia Sinica as Research Assistant.

Yu-Ting Lee, a dedicated and innovative Natural Language Processing (NLP) researcher with a specialized focus on natural language generation and knowledge updating. Lee holds a distinguished academic background, having graduated from the Department of Computer Science at National Chengchi University, a testament to a solid foundation in computational studies and a keen interest in linguistic technologies.

The pinnacle of Lee''s research endeavors can be seen through the master''s thesis, which intricately explores the realm of full article updating, given non-updated information and triggered events. This work demonstrates a profound understanding of the dynamic interplay between static information and evolving knowledge, ensuring that generated text remains relevant and accurate amidst the ever-changing informational landscape.

Notably, Lee has also made a significant contribution to the academic community with work published at Conference on Infsormation and Knowledge Management (CIKM) in 2022, reflecting a commitment to advancing the field of NLP through rigorous research and knowledge dissemination. Lee continues to delve deeper into the exploration of how machines can adeptly generate and update language, bridging the gap between static knowledge and the fluidity of human communication.

FOCUSING

Programming Deep Learning Framework OS, IDEs, Text Editors Dev Tools
Python (approx. 6 years experience. Extensive) PyTorch (Extensive) macOS Hugging Face (Extensive)
C Programming (minor) PyTorch Lightning (Extensive) Linux (Ubuntu, Debian) Gradio (Extensive)
Competitive Programming, Shell (beginner) Keras (minor) Jupyter PySpark (beginner)
Git Flow Tensorflow (minor) Google Colab
VIM, Sublime Text (Extensive)

Title Description Language Stars Forks
Event-Triggered-Article-Updating-System Event Triggered Article Updating System Python, PyTorch, Shell, Gradio 2 2
Lightning-AI/lit-llama Debugging the source code related to fine-tune LLaMA Python, PyTorch, PyTorch-Lightning 5.6k 486
hhhuang/NetKu A Multi-grained Dataset for News Event Triggered Knowledge Update Python, PyTorch, Shell 2 1
iNLPfun NLP related scripts Python, PyTorch 3 2
G4G-Hiring-Data-Science Hackathon - GeeksforGeeks Hiring Data Science: Scraping data from YouTube and Analyzing Python, NumPy 0 0
XPS-9360-macOS Hackintosh on Dell XPS 13 9360 C++, Shell, Python 180 34
COVID-Tweets-Summ Specific-Aspect Summarization on News According to Social Sentiments Python, Hugging Face, PyTorch 0 0
NLP-sentiment-analysis Sentiment Analysis models with multiple algorithms on movie reviews Python, Jupyter 2 2

Title Conference/Institute PDF Code Author/Co-author Date
Knowledge Update in Full Text Triggered by a News Event Master's Thesis @
Department of Computer Science,
National Chengchi University
[PDF] [Code] Yu-Ting Lee October 2023
A Multi-grained Dataset for News Event Triggered Knowledge Update ACM International Conference on Information and Knowledge Management (CIKM 2022) [PDF] [Code] Yu-Ting Lee, Ying-Jhe Tang, Yu-Chung Cheng, Pai-Lin Chen, Tsai-Yen Li and Hen-Hsen Huang 17 October 2022
A Sentiment Analysis Method based on a Transformer and a Recurrent Neural Network National Taiwan University Management Reviews: 1st Management and Medical Sciences Interdisciplinary Conference [PDF] [Code] Yu-Ting Lee, Yen-Ching Chang, Wei-Syuan Guo and Jhomg-Chen Cao November 2020

MISTY

Located at Hualien, Taiwan


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Future Ventures

- More NLP Projects

- AWS Certified DevOps Engineer

- Contribute to PyTorch Lightning Projects

- Contribute to LLM Projects

- Kaggle Competitions

- Image/Video Automatic Processing

- Self-driving Car (Deep Learning: Resume)

- Microservices

- Docker, Kubernetes

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