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README.md
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metrics:
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This is an example of machine reading articles with BERT. The main function is to determine whether the input sentence is related to Carbon Emissions (
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* The reduction of CO2 emissions was 19.3 percent in Japan from the level of the fiscal year ended March 31, 2015.
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* The emissions were 6.6 percent increased overseas.
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* As a result, the emissions were 1.2% increased globally.
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Community Relations (
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* We strive to source products in a responsible manner while working with suppliers to improve their social and environmental practices.
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* Ethical sourcing has been a key area of focus for the Wesfarmers Group for almost a decade.
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* Our businesses directly source products from nearly 28,000 suppliers in more than 40 countries. Some of the major locations we source from include Australia, Bangladesh, China, India and Indonesia.
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metrics:
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- accuracy
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This is an example of machine reading articles with BERT. The main function is to determine whether the input sentence is related to Carbon Emissions (LABLE_1), Community Relations (LABEL_0), or Random Sentences (LABEL_2). The following are example sentence patterns for the two classes:
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Random Sentences (LABEL_2)
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* I do wish there were new interviews with Anthony Hopkins and Ann Margret though.
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* Alas, the answer is telegraphed too soon so whatever suspense director Richard Attenborough is trying to muster is drained away.
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* The dummy is seemingly real at all times, especially when it is killing some hapless victim.
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Carbon Emissions (LABLE_1)
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* The reduction of CO2 emissions was 19.3 percent in Japan from the level of the fiscal year ended March 31, 2015.
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* The emissions were 6.6 percent increased overseas.
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* As a result, the emissions were 1.2% increased globally.
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Community Relations (LABEL_0)
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* We strive to source products in a responsible manner while working with suppliers to improve their social and environmental practices.
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* Ethical sourcing has been a key area of focus for the Wesfarmers Group for almost a decade.
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* Our businesses directly source products from nearly 28,000 suppliers in more than 40 countries. Some of the major locations we source from include Australia, Bangladesh, China, India and Indonesia.
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