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Essentially, process of semantic understanding consists of two subtasks, i.e., intent recognition and slot filling. To prevent error accumulation caused by modeling two subtasks independently, we suggest to jointly model each subtasks in an end-to-finish neural community. Our essential result’s a web based mechanism for allocation and pricing in this mannequin with many fascinating game-theoretic properties. We suggest and examine a easy model for auctioning such advert slot reservations upfront. On the other hand, media publishers (sellers) characterize a vast and various stock, and they too search automated, on-line mechanisms for pricing and allocating such reservations. However, some firms will hire people to earn a living from home – which suggests you both take a wage or give them a percentage of what you make. Take a look at the machine, too. If it isn’t one thing you’d feel comfortable sharing in individual with extended household, acquaintances, work colleagues or strangers, then you definitely shouldn’t share it in your Facebook wall.

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