2017AI趋势报告（英文版）

Braveheart

2017AI趋势报告（英文版）
TABLE OF CONTENTS
Introduction to the AI Index 2017 Annual Report 5
Overview 7
Volume of Activity 9
Academia 9
Published Papers 9
Course Enrollment 11
Conference Attendance 14
Industry 16
AI-Related Startups 16
AI-Related Startup Funding 17
Job Openings 18
Robot Imports 21
Open Source Software 23
GitHub Project Statistics 23
Public Interest 25
Sentiment of Media Coverage 25
Technical Performance 26
Vision 26
Object Detection 26
Visual Question Answering 27
Natural Language Understanding 28
Parsing 28
Machine Translation 29
Question Answering 30
Speech Recognition 31
Theorem Proving 32
SAT Solving 33
Derivative Measures 34
Towards Human-Level Performance? 37
What’s Missing? 41
Expert Forum 44
Get Involved! 68
Acknowledgements 70
Appendix A: Data Description & Collection Methodology 72