Yu-Ting Lee

NLP researcher and AI engineer focused on natural language generation, knowledge updating, and building intelligent systems.

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About

My Work

Currently work at Wingene Data Science Inc. as AI (NLP) Engineer and 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.

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.

Notably, Lee has also made a significant contribution to the academic community with work published at Conference on Information and Knowledge Management (CIKM) in 2022, reflecting a commitment to advancing the field of NLP through rigorous research and knowledge dissemination.

Focusing

Programming

Python (6+ yrs) C Programming Shell Git Flow

Deep Learning

PyTorch PyTorch Lightning Keras TensorFlow

OS & IDEs

macOS Linux Jupyter Google Colab VIM

Dev Tools

Hugging Face Gradio PySpark

Projects

Popular Repositories

hhhuang/CAG

Cache-Augmented Generation: A Simple, Efficient Alternative to RAG

Python ... ...
Event-Triggered-Article-Updating-System

Event Triggered Article Updating System

Python / PyTorch / Gradio ... ...
Lightning-AI/lit-llama

Debugging the source code related to fine-tune LLaMA

Python / PyTorch Lightning ... ...
hhhuang/NetKu

A Multi-grained Dataset for News Event Triggered Knowledge Update

Python / PyTorch ... ...
iNLPfun

NLP related scripts

Python / PyTorch ... ...
G4G-Hiring-Data-Science

Hackathon - GeeksforGeeks Hiring Data Science: Scraping data from YouTube and Analyzing

Python / NumPy ... ...
XPS-9360-macOS

Hackintosh on Dell XPS 13 9360

C++ / Shell / Python ... ...
COVID-Tweets-Summ

Specific-Aspect Summarization on News According to Social Sentiments

Python / Hugging Face ... ...
NLP-sentiment-analysis

Sentiment Analysis models with multiple algorithms on movie reviews

Python / Jupyter ... ...

Research

Publications

Knowledge Update in Full Text Triggered by a News Event

Master's Thesis - Dept. of Computer Science, National Chengchi University

Yu-Ting Lee

October 2023
PDF Code
A Multi-grained Dataset for News Event Triggered Knowledge Update

ACM CIKM 2022

Yu-Ting Lee, Ying-Jhe Tang, Yu-Chung Cheng, Pai-Lin Chen, Tsai-Yen Li and Hen-Hsen Huang

October 2022
PDF Code
A Sentiment Analysis Method based on a Transformer and a Recurrent Neural Network

NTU Management Reviews: 1st Management and Medical Sciences Interdisciplinary Conference

Yu-Ting Lee, Yen-Ching Chang, Wei-Syuan Guo and Jhomg-Chen Cao

November 2020
PDF Code

Community

Academic Services & Invited Talks

Reviewer LREC 2026 2025/12
PC Member ROCLING 2025 2025/11
Invited Talk Modern Programming Skills with Artificial Intelligence 2025/03/28
Reviewer COLING 2025 2024/10
PC Member ROCLING 2024 2024/11
Reviewer LREC-COLING 2024 2024/01
Invited Talk Enhancing Knowledge-Intensive Tasks with Embeddings and Generative Models 2024/11/29
Invited Talk Dense Information Retrieval with Large Language Models 2024/03/22

Education

Certificates

Coursera Machine Learning Specialization 2022/12
Coursera Unsupervised Learning, Recommenders, Reinforcement Learning 2022/12
Coursera Advanced Learning Algorithms 2022/11
Coursera Supervised Machine Learning: Regression and Classification 2022/09
Coursera Natural Language Processing Specialization 2021/07
Coursera Natural Language Processing with Attention Models 2021/07
Coursera Natural Language Processing with Sequence Models 2021/07
Coursera Natural Language Processing with Probabilistic Models 2021/07
Coursera Natural Language Processing with Classification and Vector Spaces 2021/07
Coursera Fine Tune BERT for Text Classification with Tensorflow 2021/07

Creative

Photography

Misty - Hualien, Taiwan

MISTY

Located at Hualien, Taiwan

Looking Ahead

Future Ventures

Connect

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