机器翻译
计算机科学
人工智能
情感(语言学)
领域(数学分析)
钥匙(锁)
翻译(生物学)
机器学习
产业组织
业务
计算机安全
语言学
生物化学
基因
信使核糖核酸
数学分析
哲学
化学
数学
作者
Erik Brynjolfsson,Xiang Hui,Meng Liu
出处
期刊:Management Science
[Institute for Operations Research and the Management Sciences]
日期:2019-09-03
卷期号:65 (12): 5449-5460
被引量:243
标识
DOI:10.1287/mnsc.2019.3388
摘要
Artificial intelligence (AI) is surpassing human performance in a growing number of domains. However, there is limited evidence of its economic effects. Using data from a digital platform, we study a key application of AI: machine translation. We find that the introduction of a new machine translation system has significantly increased international trade on this platform, increasing exports by 10.9%. Furthermore, heterogeneous treatment effects are consistent with a substantial reduction in translation costs. Our results provide causal evidence that language barriers significantly hinder trade and that AI has already begun to improve economic efficiency in at least one domain. This paper was accepted by Joshua Gans, business strategy.
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