Robots also learn the second language, which helps improve natural language skills
chinatopwin
chinatopwin
2017-08-10 09:20:38
From Alexa and Siri to countless chat robots and automated customer support systems,
computers are learning to speak. The only problem is that computers are often confused.

A research team at Salesforce has come up with a clever way to improve the performance
of many modern language programs, namely, teach another language before training the
algorithm to accomplish other tasks.
Keeping coherent conversations in church machines remains a major challenge in the field
Keeping coherent conversations in church machines remains a major challenge in the field
of artificial intelligence, because it is often necessary to have a broader understanding or
common sense of the world in order to understand clearly the meaning of spoken or written
language.
In fact, the training of machine learning system for transformation between two languages,
In fact, the training of machine learning system for transformation between two languages,
it can automatically teach collocation relationship and appropriate context. When this system
is used as a training to dialogue, emotional or contains text in the machine learning based
detection system, its performance is far better than the an ab initio training system.
"We're using Machine Translation data, and we're basically teaching the model how to
"We're using Machine Translation data, and we're basically teaching the model how to
understand vocabulary and context," said Richard Sugar, chief scientist at Salesforce and an
expert on machine learning and language."
This work is machine learning progress an example of artificial intelligence system of language
This work is machine learning progress an example of artificial intelligence system of language
skills. Many computer vision system using deep learning network based on some form of pre
training, according to Su Ge said, Machine Translation may provide a similar way to guide the
natural language system.
Salesforce is a sales, management of customer interaction between marketing and business
Salesforce is a sales, management of customer interaction between marketing and business
online platform, through the platform of Einstein has provided a series of artificial intelligence
tools. One is the automatic classification of email or chat messages emotional tools, another
is the staff according to his or her previous activities in pursuit of potential customers the
priority.

He believes the discovery will help improve the natural language capabilities of the Einstein
platform. "It's very useful for chat bots and automated customer support," he says"
Salesforce researchers trained a translation between English and German deep learning
Salesforce researchers trained a translation between English and German deep learning
system. It involves a large number of translation input document into a multi-layer neural
network, and continuously adjust the network parameters, until it has learned to automatically
generate a decent translation. This system is represented by a vector of words. This is a
common way of encoding and parsing the meaning of the text.
Then, the researchers conducted training on the bilingual network, let them do all kinds of
Then, the researchers conducted training on the bilingual network, let them do all kinds of
things: a text emotion; to classify different types of problems; and then answer the questions.
They also found that pre training network more than they did not learn the second language
performance.
Machine Translation data set is particularly large, which contributes to machine learning this
Machine Translation data set is particularly large, which contributes to machine learning this
challenge. The researchers involved in the project Salesforce Mccain said, "there is an
important connection between translation and other language translation. The data set is very
common, they contain information that is very useful for Natural Language Processing."