A deep neural network model developed by Alibaba has scored higher than humans in a reading comprehension test, paving the way for bots to replace people in customer service jobs Artificial intelligence (AI) software developed by Alibaba Group has performed better than humans in a global reading comprehension test, the first time that machines have outperformed people. The AI research arm of China’s biggest online commerce company developed a machine-learning model that scored higher on the Stanford Question Answering Dataset, a large-scale reading comprehension test with more than 100,000 questions, according to a release by the company.
On January 11, Alibaba’s machine-learning models scored 82.44 on the test, compared with 82.304 by humans. While computers have beaten humans at complex games like chess, where raw computing power and an infallible memory have given bots an advantage, languages are generally seen as harder for machines to master.
Until now. AlphaGo’s China showdown: why it’s time to embrace artificial intelligence The win has broader implications for how companies deploy machine learning to replace customer service jobs that have so far relied on armies of call-centre employees to handle inquiries.
“We believe the underlying technology can be gradually applied to numerous applications such as customer service, museum tutorial, and online response to inquiries from patients, freeing up human efforts in an unprecedented way,” Si said. A number of top-notch international universities and global technology firms including Google, Facebook, IBM and Microsoft have all utilised the Stanford test to examine whether the machine learning models they built can answer the questions in the data set.
Alibaba, which owns the South China Morning Post, has deployed the underlying technology to its November 11 shopping festival over the years, with machines answering huge volumes of inbound inquiries during the sales period, the company said. Apart from online services, a number of Chinese technology companies including Alibaba have released smart music speakers that can identify voice commands and come up with answers and solutions. Read more from scmp.com…
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