Eason Chen

Education

Research Experience

Work Experience

Programming Skills

• Blockchain: Sui, Move, Solidity, Hardhat, Truffle, Brownie, IOTA, Bitcoin, IPFS, Smart Legal Contract, OpenCerts
• AI & Data: PyTorch, TensorFlow, Scikit-Learn, Pandas, Matplotlib, Snorkel, SHAP, GPT-3, LangChain, SPSS, SmartPLS
• Frontend: Vue, React, Angular, TypeScript, Tensorflow.js, IndexedDB, Bootstrap, Tailwind CSS, Selenium
• Backend: FastAPI, Flask, Django, Expresss.js, Next
• Database: MongoDB, PostgreSQL, Redis, LevelDB, Elasticsearch, Weaviate
• Cloud & Server: GCP, AWS, Azure, Docker, CI/CD, Google APIs, Firebase, Ubuntu, CentOS, Nginx

Featured Projects
(Click to know more)

Focus Gift

Monitor users' Information Behavior to assist self regulated learning at webcam by Edge Computing

NLG Chatbot

Natural Language Generation Chatbot with Multiple Replies from various personalities to provide better dialog experience

Smart Legal Contract

Conversion of Raw Text Legal Agreements into Smart Legal Contracts using NLP by Adapter-Transformers

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Focus Gift

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When sitting in front of a computer screen for online learning, students can be easily distracted by other sources on the Internet. To help students im-prove their online learning experience, we implemented a highly accessible AI service, which collected facial data from the web camera to assist self-regulated learning for students with privacy protection by way of edge computing. The service can capture self-learning metrics such as eye gazing points and facial expressions. Then the captured facial streaming data can be played back by the user. All steps are done locally at the users' browser. The learners can review their online learning process to improve their learning efficiency through an interactive interface. Our preliminary evaluation showed promising feedback from real users.

Relative Papers:

[1] Preliminary Design of an AI Service to Assist Self-regulated Learning by Edge Computing.
[2] Focus Plus: Detect Learner's Distraction by Web Camera in Distance Teaching

Poster:

Publications

• Eason Chen, Ray Huang, Han-Shin Chen, Yuen-Hsien Tseng, Liang-Yi Li (2023/07). GPTutor: a ChatGPT-powered programming tool for code explanation. Paper will be appeared as poster at at International Conference on Artificial Intelligence in Education 2023 (AIED)

• Eason Chen, Niall Roche, Yuen-Hsien Tseng, Walter Hernandez, Jiangbo Shangguan, and Alastair Moore (2023/05). Conversion of Legal Agreements into Smart Legal Contracts using NLP. Paper published at Workshop on Natural Language Processing for Knowledge Graph Creation in conjunction with The Web Conference (WWW’23)

• Eason Chen (2023/04) Which Factors Predict the Chat Experience of a Natural Language Generation Dialogue Service? Paper received 2nd Place at Student Research Competition in Conference on Human Factors in Computing Systems Extended Abstracts (CHI EA 2023). 🏆🥈

• Ching-Lin Wu, Yu-Der Su, Eason Chen, Pei-Zhen Chen, Yu-Lin Chang and Hsueh-Chih Chen (2022). Development and Validation of Interactive Creativity Task Platform. Frontiers in Psychology, 13, Article 954946. (SSCI, IF = 4.232, 35/147 in Multidisciplinary Psychology, Q1)

• Eason Chen, Yuen-Hsien Tseng, Yu-Tang You, Kuo-Ping Lo, and Chris Lin (2022). Preliminary Design of an AI Service to Assist Self-regulated Learning by Edge Computing. Paper published as poster at International Conference on Artificial Intelligence in Education 2022 (AIED)

• Eason Chen and Yuen-Hsien Tseng (2022/04). A decision model for designing NLP applications. Paper published at User Centered Natural Language Processing Workshop in Companion Proceedings of the Web Conference 2022 (WWW)

• Eason Chen (2022/05). The Effect of Multiple Replies for Natural Language Generation Chatbots. Paper published at Extended Abstracts of the 2022 CHI Conference on Human Factors in Computing Systems (CHI EA)

• Niall Roche, Walter Hernandez, Eason Chen, Jérôme Siméon, Dan Selman (2022/01). Ergo--a programming language for Smart Legal Contracts. Paper presented at the Programming Languages and the Law workshop at Principles of Programming Languages Conference 2022 (POPL)

• Eason Chen, Yuen Hsien Tseng, Kuo-Ping Lo (2021). Focus Plus: Detect Learner's Distraction by Web Camera in Distance Teaching. Paper presented at the 2021 National Chair Professorship Academic Series: Teaching and Learning in Pandemic Era

• Eason Chen , Yuen-Hsien Tseng (2021/07). A chatbot platform that allow custom avatars and emotions and can provides multiple replies. Demo presented at the Taiwan Computer-Human Interaction Conference (TAICHI)

• Eason Chen , Yuen-Hsien Tseng, Guo-Li Chiou, & Chien-Wen Tina Yuan (2021/07). How the numbers of replies and avatars influence the user experience in Natural Language Generation Chatbot. Paper presented at the Taiwan Computer-Human Interaction Conference (TAICHI)

Public Speaking & Community Experience

Eason delivered various Lectures at community, student clubs, course lecture, and workshops. The following are selected.

Honors & Awards

• Young Inspirers at PyCon APAC (2022)
• Five Virtue Awards at NTNU Graduation Ceremony (2022)
• Excellent Student Award and Scholarship at NTNU (2021)
• Dean's List at NTNU (2021)
• Mensa Member (1% IQ)
• First Place of NTNU’s Freshman Oral Expression Competition (2019)
• 2nd Place at Hacks In Taiwan Conference (HITCON) 2021 Malware Playground Competition

Languages

• Mandarin: Native in Traditional Chinese
• English: Fluent (TOEFL 102)

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