Presented by: 李祐賢 0983868080 ab122858280@gmail.com 指導教授:傅楸善 My thought for chatbot Presented by: 李祐賢 0983868080 ab122858280@gmail.com 指導教授:傅楸善

Chatbot Goal-oriented VS General-purpose Slot-filling VS End-to End http://www.cs.toronto.edu/~lcharlin/papers/ubuntu_dialogue_dd17.pdf https://openreview.net/pdf?id=Bym0cU1CZ https://arxiv.org/pdf/1605.07683.pdf

Virtual Assistant Not only chatting, he/she can do more… Usually keyword capture

Reading Comprehension Frogs eat insects, Flies are insects. Do frogs eat flies? TOWARDS AI-COMPLETE QUESTION ANSWERING : A SET OF PREREQUISITE TOY TASKS https://arxiv.org/pdf/1502.05698.pdf Query-Reduction Networks For Question Answering: https://arxiv.org/pdf/1606.04582.pdf

Search Engine 2.0 Not search by keyword, search by real meaning.

Toward AI-Complete Language is a key to Strong-AI 語言如何形塑思考? http://sa.ylib.com/MagArticle.aspx?Unit=featurearticles&id=3026 你的語言如何影響你的思考? https://4think.net/%E4%BD%A0%E7%9A%84%E8%AA%9E%E8%A8%80%E5%A6 %82%E4%BD%95%E5%BD%B1%E9%9F%BF%E4%BA%86%E4%BD%A0%E7%9A%8 4%E3%80%8C%E6%80%9D%E8%80%83%E3%80%8D%EF%BC%9F/

No, machines can’t read better than humans “IT’S LIKE A STUDENT WHO CAN DO WELL AT TESTS WITHOUT RECOGNIZING ANY OF THE SUBJECT MATERIAL.” SQuAD was not designed to be a realistic assessment of ‘reading comprehension’ in the popular sense,” “It was designed as a benchmark for machine learning methods It’s the fault of the media and PR for interpreting it as something more than this.

open-ended types of questions. And being able to extract this sort of data, even with only a surface-level understanding, could be useful in a number of domains — from better search engines to software that digs through long documents for lawyers and doctors. Alibaba, best known for its huge online shopping portfolio, says it’s already using this tech to help field customer service inquiries. https://www.theverge.com/2018/1/17/16900292/ai-reading-comprehension-machines-humans

Input for smart glasses -Touching -Voice control -Gesture recognition -Eye tracking -

Touch

Voice control https://www.youtube.com/watch?v=xenOYWVwkGY

Gesture recognition https://www.youtube.com/watch?v=2TJ6cHtyTyg

Eye tracking https://bj-mc-prod-asset.oss-cn-beijing.aliyuncs.com/mc-official/images/gaze-estimation/video-one.mp4 Tobii: https://www.tobiipro.com/product-listing/tobii-pro-glasses-2/

Brain waves https://www.youtube.com/watch?v=CGmcAFyYe0g

Price Microphone Market share(2017) AI Release Support Chinese Alexa $180 7 68% 中 2015.11 無 GoogleHome $129 2 20% 強 2016.11 Home pad $349 X 弱 2018.1

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