Part 1. Definition
In this task, you are given books product reviews in English language. The goal is to classify the review as "POS" if the overall sentiment of the review is positive or as "NEG" if the overall sentiment of the review is negative.
Part 2. Example
Hopeful for those who seek harmony in the world . I wouldn't recommend this to anyone who thinks that religious wars, repression of individual spirits or rape of the earth are good things. Those who seek peace, harmony, celebration of each of us and respect for our earth will find this hopeful
Answer: POS
Explanation: The overall sentiment of the review is positive as the reviewer mentions positive expressions such as 'hopeful', 'will find this helpful' etc.. Hence, the label is 'POS'.
Part 3. Exercise
US Centric - Not for Ex-Pats Living & Working at Country Ops . Long time reviewer, first time critiquer. Enough to move me to take time out of my precious schedule to write. As an American living and working abroad for a US based pharmaceutical company, the working mother lifestyle is entirely different. The 100 Best Companies to Work only applies to the U.S. headquarters. The reality is different for the subsidiary or country operations, where resources are limited and the culture is not supportive of the "flextime" approach. In fact it is worst, because country operations are forced to "nudge" the books and offer what they call contractual permanent roles (not the equivalent as an employee role), which deprive the working mother of the necessary benefits needed to achieve a work-life balance. As an American living in Australia, I am appalled, if not dismayed by this severe discrepancy. For Ex-Pats living abroad, don't be fooled by the list.
Answer:
NEG