TASK DEFINITION: In this task, you are given a review of a movie and a boolean question whether this review has positive sentiment or negative sentiment. Your task is to generate answer "yes" when the tweet has that particular sentiment, otherwise generate answer "no".
PROBLEM: Review: We purchased this series on DVD because of all of the glowing reviews we had seen here. I gave it three stars because there can be little doubt that sometimes the acting, directing and writing are brilliant. In fact they are so brilliant we did not see the propaganda that was being transmitted so smoothly on the series. If one watches it with discernment, one will see the entire litany of the radical right wing beliefs being promulgated by the Fox (Faux) News Network. To avoid giving away any spoilers I will refrain from pointing out all of the dozens of specific instances. A brief look at the plots found here on IMDb will disclose that everything from torture to gun control to the right of a network to provide "Infomercials" and call them news is justified with cute plot twists and impassioned speeches given by some of the best actors in the world. We watched many shows and finally gave up in disgust when they justified torture using Attorney General Gonzales as a shining example of why all kinds of torture should be used in the name of protecting all of us. The series also manages to demean male and female gays in subtle ways by using them as plot devices depicting evil people. All in all the complete litany of the radical religious right wing.No doubt the popularity of this program will be used by future historians as proof that America lost its way in the early part of the this century. As a student of history myself I would characterize this program as being in a league with the propaganda produced by Goebbels for Hitler and some of the propaganda produced by Hollywood for the American audience during WWII.So if you want to use this as a teaching tool to help your students understand how subtle propaganda can be then by all means do so. Just be sure to purchase an inexpensive used copy so you can avoid enriching the ultra right wingers at Faux Network who produced this travesty. Question: is it a negative review?

SOLUTION: yes

PROBLEM: Review: Criticism of the film EVENING, based on the novel by Susan Minot and adapted for the screen by Minot and Michael Cunningham, has been harsh, so harsh that it may have discouraged many viewers from giving the film a try. The primary criticism has centered on the fact that very little happens in this film about a dying woman's fretting over a mistake she made one summer in her youth, that famous actors were given very minor roles, that the entire production was over-hyped, etc. For this viewer, seeing the film on a DVD in the quiet of the home, a very different reaction occurred.Ann Grant Lord (Vanessa Redgrave) is dying in her home by the ocean and her medication and memories allow her to share a man's name - 'Harris' - with her two grown daughters Nina (Toni Colette) and Constance (Natasha Richardson). As her daughters sit at her bedside Ann relives a particular summer when she was a bridesmaid for her best friend Lila (Mamie Gummer) - a marriage both Ann (Claire Danes as the youthful Ann) and Lila's alcoholic brother Buddy (Hugh Dancy) objected to, feeling that Lila was simply marrying a man of her class instead of the boy she had loved - Harris Arden (Patrick Wilson), her housekeeper's son who had become a physician. Harris, Buddy, Lila, and Ann are woven together in a series of infatuations and romances that have been kept secret until now, 50 years later, as Ann is dying. The older Lila (Meryl Streep) visits Ann at the end and the secrets are revealed: 'there are no such things as mistakes - life just goes on.' The film is a delicate mood piece and the script by Minot and Cunningham is rich in atmosphere and subtle life lessons. Yes, there are gaps in the story that could have used more explanation, but in order to maintain the aura of nostalgia of a dying lady's words, such 'holes' are understandable. The film is graced by the presence of not only Redgrave, Richardson (Redgrave's true daughter), Collette, Gummer (Streep's true daughter), Meryl Streep, Claire Danes, Eileen Atkins, Glenn Close, Hugh Dancy and Patrick Wilson, but also with an ensemble cast of brief but very solid performances. The setting is gorgeous (cinematography by Gyula Pados) and the musical score is by the inimitable Jan A.P. Kaczmarek. Lajos Koltai ("Being Julia') directs. Judge this film on your own.... Grady Harp Question: is it a positive review?

SOLUTION: yes

PROBLEM: Review: Except for the better than average acting skills of the two leads, this movie is really, really bad. The cheap production values don't help. Of course, you wouldn't really notice that the production values are cheap if they didn't keep trying to convince you they HAD a production values to begin with. Even for a B-movie genre freak like myself, this movie really sucks. Question: is it a positive review?

SOLUTION:
no