AI Engineer at TSMC Apr 2024 - Present
Taiwan Semiconductor Manufacturing
Company
Working on AI engineering, data science, and
NLP projects.
Hi I'm Yen-Hao Huang, an AI Engineer at TSMC and a Ph.D. graduate from the IDEA Lab of National Tsing Hua University. I am interested in the natural language processing domain, in particular, machine learning, language modeling, and social media text analysis.
My researches focus on the human-centered behavioral studies on social media, such as emotion analysis for user-generated text and the extending fields, such as user interest and mental illness detection. We believes that there are latent patterns exist in natural human expression and dedicate to discover how human beings express their feelings/emotions and behaviors.
Machine Learning
Separated they live in Bookmarksgrove right at the coast of the Semantics
Natural Language Processing
Separated they live in Bookmarksgrove right at the coast of the Semantics
Application
Separated they live in Bookmarksgrove right at the coast of the Semantics
Python
Deep Learning (Tensorflow Pytorch)
Backend API
Network Management
Linux
HTML5+Javascript
Conference x Journal
- LeCAR: Leveraging Context for Enhanced Automotive Specification Retrieval
- Leveraging Conflicts in Social Media Posts: Unintended Offense Dataset
- PIECE: Protagonist Identification and Event Chronology Extraction for Enhanced Timeline Summarization
- TERMS: Textual Emotion Recognition in Multidimensional Space
- Boosting Factual Consistency and High Coverage in Unsupervised Abstractive Summarization
- Unsupervised Text Summarization of Long Documents using Dependency-based Noun Phrases and Contextual Order Arrangement
- Graph Knowledge Transfer for Offensive Language Identification with Graph Neural Networks
- Linguistic Patterns for Code Word Resilient Hate Speech Identification
- Dynamic Span Selection for Mandarin Articles Using Contextual Relations and Orthography
- Age Estimates from Name Characters
EMNLP 2024
2024
2024
Applied Intelligence 2023
2023
ROCLING 2022
IRI 2022
Sensors 2021
TAAI 2021
Applied Sciences 2021
- EmotionX-IDEA: Emotion BERT -- an Affectional Model for Conversation
- CARER: Contextualized Affect Representations for Emotion Recognition
- Leveraging Linguistic Characteristics for Bipolar Disorder Recognition with Gender Differences
- Detection of the Prodromal Phase of Bipolar Disorder from Psychological and Phonological Aspects in Social Media
arXiv 2017 [paper]
- Emotion Combination in Social Media Comments as Features for Sarcasm Detection
- Content-Based Echo Chamber Detection on Social Media Platforms
Applications
April 14, 2018 | Web Design |
4
Instagram Map
Separated they live in Bookmarksgrove right at the coast of the Semantics, a large language ocean.
April 14, 2018 | Application |
4
Emotion Map
Separated they live in Bookmarksgrove right at the coast of the Semantics, a large language ocean.
Work Experience
Corporal at Ministry of the Interior Feb 2023 - Jan 2024
Served as a Corporal in Nantou County, Taiwan.
Ph.D. Researcher Sep 2017 - Jan 2023
IDEA Lab, National Tsing Hua University
Focusing
on Human-Centered AI, Natural Language Processing, and Social Media
Analysis. Conducted research on emotion recognition, mental health
detection, and conflict analysis.
TA for Python Programming 2019
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Research Intern at Yahoo! Taiwan 2018 Summer
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TA for Advance Database Systems 2018
Even the all-powerful Pointing has no control about the blind texts it is an almost unorthographic life One day however a small line of blind text by the name of Lorem Ipsum decided to leave for the far World of Grammar.
SE Intern at TSMC 2016 Summer
As a 2-months summmer intern at Taiwan Semi-conductor Manufacturing Company, known as TSMC, Yen-Hao aims to leverage Docker Container techniques for auto manufacturing system deployment.
Best Intern Award for Support Team (IT)
Network Administrator 2013-2015
In charge of the Internet Network and PC classrooms & Server maintaince for Building of Management and Society Building in National Chung Hsin University.