• Generation of slides from academic paper
• Math word problem generation
  

Doing case of Anti-healthcare fraud and Medical record analysis.

Including research of:

• Information Extraction
• Named-entity Recognition
• Relation Classification
• Knowledge Graph

北大學位論文: 面向中文文本的數值事實抽取方法設計與實現

Ecojoy

We want to solve the problem of “Toy waste”. Excessive pollution not only affects the physical environment of future generations but also cultivates children who do not cherish resources, which has a major impact on the world. We hope that through a very simple way, every old toy will no longer be piled up at home or enter the landfill, but can also become a resource for others. We have software engineering, social education, and economics background. Observing that the problem of toy waste is becoming more and more serious, it is readily available and cheap, becoming a quick solution for most parents to deal with their children. We believe that as long as the sharing and acquisition methods are simple enough, it can immediately improve the situation of excessive waste. Through subscription to become members of Ecojoy App, you can easily share excess toys at home, and through the perfect toy information and rating system on APP, users can easily find suitable toys to meet their needs and achieve toy sharing and reuse.

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In this competition, each sample is a time-series data of a concrete pump vehicle. The goal is to predict the likelihood of each data sequence that whether a machine might fail. I used LightGBM and reach Top 5% in rank.

Source Code