TASK DEFINITION: Given a document and an entity the task is to select the author's sentiment towards the entity. Sentiments can be Positive, Neutral and Negative. Select Positive if the article expresses a positive view towards the given entity or praises its quality or skills. Select Neutral if the document expresses no clear view towards the entity or has equal amounts of positive and negative statements or expressing some fact/quote by someone else. Select Negative if the article expresses a negative view towards like harsh remarks, criticizing entities action/decision etc. Note that URLs in the text have been replaced with [Link].
PROBLEM: What is the sentiment of the following document towards the entity Chloe Ayling ? Chloe Ayling  who called the ordeal a âterrifying experienceâ during a British television interview in August  recently uploaded a fully nude image to her Instagram account.  Ayling   however  is turned from the camera  and not all of her body is visible in the black and white snap.
 Ayling  says  she  was drugged and held hostage by a group that called  itself  Black Death after being lured to Milan for a fake photo shoot in July.  She  said the kidnappers planned to auction  her  on the dark web to the highest bidder -- unless  she  paid $355 000 for  her  freedom.
George Hepburne Scott  the lawyer for 36-year-old suspect Michal Herba  has argued in court that the case might have been made up as part of an elaborate publicity stunt to boost  Ayling 's career.
The 20-year-old model has maintained  her  kidnapping was real  saying on Britainâs âThis Morningâ in August  she  feared  she  would be killed and prayed for a ânon-painful death.â
 Ayling  described being drugged  stuffed into a suitcase  transported to an isolated farmhouse and held for almost a week by  her  captors. The kidnappers allegedly threatened to advertise  her  as a sex slave or hold  her  for ransom.
 Ayling  has also announced  she  will be writing a book to "expose every little detail for the first time." The book  titled "Six Days " is expected to be released in Spring 2018.

SOLUTION: Negative

PROBLEM: What is the sentiment of the following document towards the entity Melissa Francis ? Simon Rosenberg objected to host  Melissa Francis  framing  her  question to ask what Democrats could change in the Trump tax plan to make it more palatable to them.
âI donât think thatâs the issue  Melissa â he said before being interrupted immediately by  Francis . âWeâre not gonna do talking points!â  she  exclaimed.
âWell youâre doing talking points â  Francis  interrupted again.
âNo Iâm not doing talking points â  she  said  âitâs insulting that you say that to  me  as if I donât actually understand what Iâm saying and can do my own analysis about the economy.â
âBut youâre not answering the question â  she  protested.
Rosenberg and Francis then grappled over whether Trumpâs plan would cut taxes for the middle class over the long term  with  Francis  arguing on the basis of a dynamic understanding of tax cuts. âGood for you  Melissa â Rosenberg responded.
At the end of the segment   Francis  tried to give Rosenberg a peace offering saying they should get a drink sometime. âMelissa  donât worry  Iâm never coming back on this show again  so it doesnât matter â he responded  and stripped off his microphone.

SOLUTION: Neutral

PROBLEM: What is the sentiment of the following document towards the entity Haason Reddick ? PHILADELPHIA --  Haason Reddick  is coming home to go after Carson Wentz.
The rookie linebacker returns to the field where  he  starred in college when the Arizona Cardinals (2-2) visit the Philadelphia Eagles (3-1) on Sunday.
"When my name was called  the response was crazy  " Reddick  said.
 Reddick  expects a large number of family and friends cheering for him at the Linc. How will the rest of the Eagles fans react?
"I think the crowd will be welcoming  but we'll see what happens "  Reddick  said. "You never really know with the Philly crowd. The Philly crowd has always been a wild crowd. Philly will always be home. I'll always have love for Philly."
 Reddick  has 10 tackles in four games but is still seeking  his  first sack.  He 'll get a chance to rush the quarterback more this week because  he 's moving from inside linebacker to the outside spot to replace the injured Markus Golden .
"Whatever the team needs  I'm willing to do  whether it's taking snaps at outside or getting reps at inside  " Reddick  said. "Pass rusher is more natural. I'm getting back into the groove and being focused on pass rushing  making sure I'm being a smart pass rusher."

SOLUTION:
Positive