ibm-research/duorc huggingface dataset:
Fighting

Present day New York City: Shawn MacArthur (Channing Tatum) is a street hustler. One day while selling counterfeit goods at the corner of Radio City Music Hall, a group of young men attempt to force Shawn to relocate with his merchandise. These boys work for Harvey Boarden (Terrence Howard), a ticket scalper who controls the corner. Shawn fights them off, but does not retain his money or products.
Later, Shawn sees Harvey and the guys who stole his money in a cafe and confronts them. Harvey gives him his money back and offers him a chance to a 'winner takes all' fight for money. Harvey sets up a meeting with his friend and rival, Martinez (Luis GuzmÃ¡n). Shawn's first fight is at a Brooklyn church against a Russian. He wins when he knocks the Russian into a water fountain. Harvey takes Shawn to a club where he meets a waitress named Zulay (Zulay Henao), a single mother to whom Shawn had earlier tried to sell a fake Chinese Harry Potter book. In the VIP area to the club, Shawn also meets Evan Hailey (Brian White), a professional fighter who used to be on the same college team as Shawn, and was coached by Shawn's father. Shawn and Harvey leave after Evan and Shawn nearly get into a fight. Shawn's second fight is at the back of a store in the Bronx, against a much larger opponent. The fight descends into chaos after interference from some of Harvey's crew when the opponent nearly chokes Shawn, and the woman who owns the store pulls out a gun because one of the guys spills her drink. Harvey, Shawn, and the rest of Harvey's crew flee the scene and neither fighter gets paid. For his third fight, Shawn and the crew go to an Asian owned penthouse. Shawn wins the third fight.
Between fights, Shawn meets Zulay a few times, before they eventually consummate their relationship by having sex. Shawn and Zulay are visited by Harvey and Shawn is furious, suspecting Zulay and Harvey of having sexual relations. Harvey explains that Zulay places bets for him. Shawn and Harvey are offered a fight against Evan, and Shawn accepts, but Harvey wants him to throw the fight so that Martinez and his associates can make money. Shawn agrees to throw the fight. Zulay places the bets, a total of $500,000. Shawn and Evan fight, with Zulay, Harvey, and the rest of the crew watching. Evan has Shawn in a choke hold and it appears that Shawn is about to throw the fight; however, he fights back and overpowers Evan. Shawn beats Evan and Martinez threatens Harvey. At Harvey's apartment, Shawn reveals Zulay reversed the bets and they have one million dollars. Zulay picks up Shawn and Harvey and they leave New York with Zulay's daughter and grandmother.

Question: Does Zulay have a daughter?
Answer: Yes.
Fighting

Present day New York City: Shawn MacArthur (Channing Tatum) is a street hustler. One day while selling counterfeit goods at the corner of Radio City Music Hall, a group of young men attempt to force Shawn to relocate with his merchandise. These boys work for Harvey Boarden (Terrence Howard), a ticket scalper who controls the corner. Shawn fights them off, but does not retain his money or products.
Later, Shawn sees Harvey and the guys who stole his money in a cafe and confronts them. Harvey gives him his money back and offers him a chance to a 'winner takes all' fight for money. Harvey sets up a meeting with his friend and rival, Martinez (Luis GuzmÃ¡n). Shawn's first fight is at a Brooklyn church against a Russian. He wins when he knocks the Russian into a water fountain. Harvey takes Shawn to a club where he meets a waitress named Zulay (Zulay Henao), a single mother to whom Shawn had earlier tried to sell a fake Chinese Harry Potter book. In the VIP area to the club, Shawn also meets Evan Hailey (Brian White), a professional fighter who used to be on the same college team as Shawn, and was coached by Shawn's father. Shawn and Harvey leave after Evan and Shawn nearly get into a fight. Shawn's second fight is at the back of a store in the Bronx, against a much larger opponent. The fight descends into chaos after interference from some of Harvey's crew when the opponent nearly chokes Shawn, and the woman who owns the store pulls out a gun because one of the guys spills her drink. Harvey, Shawn, and the rest of Harvey's crew flee the scene and neither fighter gets paid. For his third fight, Shawn and the crew go to an Asian owned penthouse. Shawn wins the third fight.
Between fights, Shawn meets Zulay a few times, before they eventually consummate their relationship by having sex. Shawn and Zulay are visited by Harvey and Shawn is furious, suspecting Zulay and Harvey of having sexual relations. Harvey explains that Zulay places bets for him. Shawn and Harvey are offered a fight against Evan, and Shawn accepts, but Harvey wants him to throw the fight so that Martinez and his associates can make money. Shawn agrees to throw the fight. Zulay places the bets, a total of $500,000. Shawn and Evan fight, with Zulay, Harvey, and the rest of the crew watching. Evan has Shawn in a choke hold and it appears that Shawn is about to throw the fight; however, he fights back and overpowers Evan. Shawn beats Evan and Martinez threatens Harvey. At Harvey's apartment, Shawn reveals Zulay reversed the bets and they have one million dollars. Zulay picks up Shawn and Harvey and they leave New York with Zulay's daughter and grandmother.

Question: Who plays Harvey Boarden in the movie?
Answer: Terrence Howard
Fighting

Present day New York City: Shawn MacArthur (Channing Tatum) is a street hustler. One day while selling counterfeit goods at the corner of Radio City Music Hall, a group of young men attempt to force Shawn to relocate with his merchandise. These boys work for Harvey Boarden (Terrence Howard), a ticket scalper who controls the corner. Shawn fights them off, but does not retain his money or products.
Later, Shawn sees Harvey and the guys who stole his money in a cafe and confronts them. Harvey gives him his money back and offers him a chance to a 'winner takes all' fight for money. Harvey sets up a meeting with his friend and rival, Martinez (Luis GuzmÃ¡n). Shawn's first fight is at a Brooklyn church against a Russian. He wins when he knocks the Russian into a water fountain. Harvey takes Shawn to a club where he meets a waitress named Zulay (Zulay Henao), a single mother to whom Shawn had earlier tried to sell a fake Chinese Harry Potter book. In the VIP area to the club, Shawn also meets Evan Hailey (Brian White), a professional fighter who used to be on the same college team as Shawn, and was coached by Shawn's father. Shawn and Harvey leave after Evan and Shawn nearly get into a fight. Shawn's second fight is at the back of a store in the Bronx, against a much larger opponent. The fight descends into chaos after interference from some of Harvey's crew when the opponent nearly chokes Shawn, and the woman who owns the store pulls out a gun because one of the guys spills her drink. Harvey, Shawn, and the rest of Harvey's crew flee the scene and neither fighter gets paid. For his third fight, Shawn and the crew go to an Asian owned penthouse. Shawn wins the third fight.
Between fights, Shawn meets Zulay a few times, before they eventually consummate their relationship by having sex. Shawn and Zulay are visited by Harvey and Shawn is furious, suspecting Zulay and Harvey of having sexual relations. Harvey explains that Zulay places bets for him. Shawn and Harvey are offered a fight against Evan, and Shawn accepts, but Harvey wants him to throw the fight so that Martinez and his associates can make money. Shawn agrees to throw the fight. Zulay places the bets, a total of $500,000. Shawn and Evan fight, with Zulay, Harvey, and the rest of the crew watching. Evan has Shawn in a choke hold and it appears that Shawn is about to throw the fight; however, he fights back and overpowers Evan. Shawn beats Evan and Martinez threatens Harvey. At Harvey's apartment, Shawn reveals Zulay reversed the bets and they have one million dollars. Zulay picks up Shawn and Harvey and they leave New York with Zulay's daughter and grandmother.

Question: What does the woman who owns the store do when one of the guys spills her drink ?
Answer: Pulls out a gun.
Fighting

Present day New York City: Shawn MacArthur (Channing Tatum) is a street hustler. One day while selling counterfeit goods at the corner of Radio City Music Hall, a group of young men attempt to force Shawn to relocate with his merchandise. These boys work for Harvey Boarden (Terrence Howard), a ticket scalper who controls the corner. Shawn fights them off, but does not retain his money or products.
Later, Shawn sees Harvey and the guys who stole his money in a cafe and confronts them. Harvey gives him his money back and offers him a chance to a 'winner takes all' fight for money. Harvey sets up a meeting with his friend and rival, Martinez (Luis GuzmÃ¡n). Shawn's first fight is at a Brooklyn church against a Russian. He wins when he knocks the Russian into a water fountain. Harvey takes Shawn to a club where he meets a waitress named Zulay (Zulay Henao), a single mother to whom Shawn had earlier tried to sell a fake Chinese Harry Potter book. In the VIP area to the club, Shawn also meets Evan Hailey (Brian White), a professional fighter who used to be on the same college team as Shawn, and was coached by Shawn's father. Shawn and Harvey leave after Evan and Shawn nearly get into a fight. Shawn's second fight is at the back of a store in the Bronx, against a much larger opponent. The fight descends into chaos after interference from some of Harvey's crew when the opponent nearly chokes Shawn, and the woman who owns the store pulls out a gun because one of the guys spills her drink. Harvey, Shawn, and the rest of Harvey's crew flee the scene and neither fighter gets paid. For his third fight, Shawn and the crew go to an Asian owned penthouse. Shawn wins the third fight.
Between fights, Shawn meets Zulay a few times, before they eventually consummate their relationship by having sex. Shawn and Zulay are visited by Harvey and Shawn is furious, suspecting Zulay and Harvey of having sexual relations. Harvey explains that Zulay places bets for him. Shawn and Harvey are offered a fight against Evan, and Shawn accepts, but Harvey wants him to throw the fight so that Martinez and his associates can make money. Shawn agrees to throw the fight. Zulay places the bets, a total of $500,000. Shawn and Evan fight, with Zulay, Harvey, and the rest of the crew watching. Evan has Shawn in a choke hold and it appears that Shawn is about to throw the fight; however, he fights back and overpowers Evan. Shawn beats Evan and Martinez threatens Harvey. At Harvey's apartment, Shawn reveals Zulay reversed the bets and they have one million dollars. Zulay picks up Shawn and Harvey and they leave New York with Zulay's daughter and grandmother.

Question: What does Harvey do when Shawn confronts hi
Answer: Give him his money back.
Fighting

Present day New York City: Shawn MacArthur (Channing Tatum) is a street hustler. One day while selling counterfeit goods at the corner of Radio City Music Hall, a group of young men attempt to force Shawn to relocate with his merchandise. These boys work for Harvey Boarden (Terrence Howard), a ticket scalper who controls the corner. Shawn fights them off, but does not retain his money or products.
Later, Shawn sees Harvey and the guys who stole his money in a cafe and confronts them. Harvey gives him his money back and offers him a chance to a 'winner takes all' fight for money. Harvey sets up a meeting with his friend and rival, Martinez (Luis GuzmÃ¡n). Shawn's first fight is at a Brooklyn church against a Russian. He wins when he knocks the Russian into a water fountain. Harvey takes Shawn to a club where he meets a waitress named Zulay (Zulay Henao), a single mother to whom Shawn had earlier tried to sell a fake Chinese Harry Potter book. In the VIP area to the club, Shawn also meets Evan Hailey (Brian White), a professional fighter who used to be on the same college team as Shawn, and was coached by Shawn's father. Shawn and Harvey leave after Evan and Shawn nearly get into a fight. Shawn's second fight is at the back of a store in the Bronx, against a much larger opponent. The fight descends into chaos after interference from some of Harvey's crew when the opponent nearly chokes Shawn, and the woman who owns the store pulls out a gun because one of the guys spills her drink. Harvey, Shawn, and the rest of Harvey's crew flee the scene and neither fighter gets paid. For his third fight, Shawn and the crew go to an Asian owned penthouse. Shawn wins the third fight.
Between fights, Shawn meets Zulay a few times, before they eventually consummate their relationship by having sex. Shawn and Zulay are visited by Harvey and Shawn is furious, suspecting Zulay and Harvey of having sexual relations. Harvey explains that Zulay places bets for him. Shawn and Harvey are offered a fight against Evan, and Shawn accepts, but Harvey wants him to throw the fight so that Martinez and his associates can make money. Shawn agrees to throw the fight. Zulay places the bets, a total of $500,000. Shawn and Evan fight, with Zulay, Harvey, and the rest of the crew watching. Evan has Shawn in a choke hold and it appears that Shawn is about to throw the fight; however, he fights back and overpowers Evan. Shawn beats Evan and Martinez threatens Harvey. At Harvey's apartment, Shawn reveals Zulay reversed the bets and they have one million dollars. Zulay picks up Shawn and Harvey and they leave New York with Zulay's daughter and grandmother.

Question: Where does Shawn see the guys who stole his money ?
Answer: In a cafe.
Shrek the Halls

The special is set shortly after the events of Shrek the Third (and before the events of Shrek Forever After), as Shrek and Fiona's children are still infants.
Shrek (Mike Myers) is quietly living in the swamp with his family when the Christmas season arrives. Under Donkey's (Eddie Murphy) urging, Shrek reluctantly promises Princess Fiona (Cameron Diaz) a special Christmas surprise. Shrek goes to the local bookstore in Far, Far Away to try to find a present for Fiona, but since he does not know what Christmas is all about, the shopkeeper (Marissa Jaret Winokur) gives Shrek a copy of Christmas For Village Idiots, a step-by-step guide to celebrating the holiday. Shrek proceeds to follow the book's advice by decorating the house and getting a tree so he can spend a quiet Christmas Eve with his family, but Donkey brings the entire "family" to the swamp, ruining Shrek's plans.
As Shrek tries to tell his own version of "A Visit from St. Nicholas (The Night Before Christmas)"; Gingy (Conrad Vernon), Donkey, and Puss in Boots (Antonio Banderas) interrupt and each tell their own version of a Christmas story. Donkey tells of floats coming to the swamp. At the end, Donkey tells of licking an enormous Santa figure that is made out of waffles, but in reality he accidentally starts licking Shrek's leg. Puss tells his version of the story of Santa Claus, but ends up playing with the ball point of his Santa hat, while in reality he is playing with one of the baubles from the christmas tree. However, Gingy's story is not happy, but horrifying, as he tells about how his girlfriend Suzy got eaten up by Santa Claus. To which Donkey finds it unbelievable, with Gingy screaming "You weren't there!". Donkey finds Shrek's Christmas for Village Idiots book, and the ensuing fight over the book destroys all of Shrek's decorations, furniture and the tree. Shrek then loses his temper and ends up ejecting his friends from his house.
With the Christmas spirit ruined, Fiona and Shrek have a talk, after which she takes the children and leaves the swamp to go and apologize to their friends. Shrek feels downhearted that Christmas Eve did not go as he hoped it would, and he looks at one of Donkey's Christmas cards that says, From Donkey &amp; family. Fiona catches up to their friends and explains to Donkey what Shrek had wanted for Christmas. Shrek catches up with the group, and apologizes for losing his temper. Donkey is shocked to learn that this is Shrek's first Christmas, because "ogres don't celebrate anything." Donkey also apologizes for being annoying, and explains that Christmas never goes as planned and according to his mother, "'Christmas ain't Christmas until somebody cries', and I'm usually that someone."
After a snowball fight, the friends return to the swamp, and Shrek tells his story, featuring Ogre Claus. Soon they hear bells and go outside to see Santa and his reindeer, although Gingy runs back inside screaming in terror.

Question: What is the name of the book Shrek buys?
Answer: Christmas for Village Idiots
Shrek the Halls

The special is set shortly after the events of Shrek the Third (and before the events of Shrek Forever After), as Shrek and Fiona's children are still infants.
Shrek (Mike Myers) is quietly living in the swamp with his family when the Christmas season arrives. Under Donkey's (Eddie Murphy) urging, Shrek reluctantly promises Princess Fiona (Cameron Diaz) a special Christmas surprise. Shrek goes to the local bookstore in Far, Far Away to try to find a present for Fiona, but since he does not know what Christmas is all about, the shopkeeper (Marissa Jaret Winokur) gives Shrek a copy of Christmas For Village Idiots, a step-by-step guide to celebrating the holiday. Shrek proceeds to follow the book's advice by decorating the house and getting a tree so he can spend a quiet Christmas Eve with his family, but Donkey brings the entire "family" to the swamp, ruining Shrek's plans.
As Shrek tries to tell his own version of "A Visit from St. Nicholas (The Night Before Christmas)"; Gingy (Conrad Vernon), Donkey, and Puss in Boots (Antonio Banderas) interrupt and each tell their own version of a Christmas story. Donkey tells of floats coming to the swamp. At the end, Donkey tells of licking an enormous Santa figure that is made out of waffles, but in reality he accidentally starts licking Shrek's leg. Puss tells his version of the story of Santa Claus, but ends up playing with the ball point of his Santa hat, while in reality he is playing with one of the baubles from the christmas tree. However, Gingy's story is not happy, but horrifying, as he tells about how his girlfriend Suzy got eaten up by Santa Claus. To which Donkey finds it unbelievable, with Gingy screaming "You weren't there!". Donkey finds Shrek's Christmas for Village Idiots book, and the ensuing fight over the book destroys all of Shrek's decorations, furniture and the tree. Shrek then loses his temper and ends up ejecting his friends from his house.
With the Christmas spirit ruined, Fiona and Shrek have a talk, after which she takes the children and leaves the swamp to go and apologize to their friends. Shrek feels downhearted that Christmas Eve did not go as he hoped it would, and he looks at one of Donkey's Christmas cards that says, From Donkey &amp; family. Fiona catches up to their friends and explains to Donkey what Shrek had wanted for Christmas. Shrek catches up with the group, and apologizes for losing his temper. Donkey is shocked to learn that this is Shrek's first Christmas, because "ogres don't celebrate anything." Donkey also apologizes for being annoying, and explains that Christmas never goes as planned and according to his mother, "'Christmas ain't Christmas until somebody cries', and I'm usually that someone."
After a snowball fight, the friends return to the swamp, and Shrek tells his story, featuring Ogre Claus. Soon they hear bells and go outside to see Santa and his reindeer, although Gingy runs back inside screaming in terror.

Question: When does this special take place chronologically in the series?
Answer: Shortly after the events of the Shrek the Third
Shrek the Halls

The special is set shortly after the events of Shrek the Third (and before the events of Shrek Forever After), as Shrek and Fiona's children are still infants.
Shrek (Mike Myers) is quietly living in the swamp with his family when the Christmas season arrives. Under Donkey's (Eddie Murphy) urging, Shrek reluctantly promises Princess Fiona (Cameron Diaz) a special Christmas surprise. Shrek goes to the local bookstore in Far, Far Away to try to find a present for Fiona, but since he does not know what Christmas is all about, the shopkeeper (Marissa Jaret Winokur) gives Shrek a copy of Christmas For Village Idiots, a step-by-step guide to celebrating the holiday. Shrek proceeds to follow the book's advice by decorating the house and getting a tree so he can spend a quiet Christmas Eve with his family, but Donkey brings the entire "family" to the swamp, ruining Shrek's plans.
As Shrek tries to tell his own version of "A Visit from St. Nicholas (The Night Before Christmas)"; Gingy (Conrad Vernon), Donkey, and Puss in Boots (Antonio Banderas) interrupt and each tell their own version of a Christmas story. Donkey tells of floats coming to the swamp. At the end, Donkey tells of licking an enormous Santa figure that is made out of waffles, but in reality he accidentally starts licking Shrek's leg. Puss tells his version of the story of Santa Claus, but ends up playing with the ball point of his Santa hat, while in reality he is playing with one of the baubles from the christmas tree. However, Gingy's story is not happy, but horrifying, as he tells about how his girlfriend Suzy got eaten up by Santa Claus. To which Donkey finds it unbelievable, with Gingy screaming "You weren't there!". Donkey finds Shrek's Christmas for Village Idiots book, and the ensuing fight over the book destroys all of Shrek's decorations, furniture and the tree. Shrek then loses his temper and ends up ejecting his friends from his house.
With the Christmas spirit ruined, Fiona and Shrek have a talk, after which she takes the children and leaves the swamp to go and apologize to their friends. Shrek feels downhearted that Christmas Eve did not go as he hoped it would, and he looks at one of Donkey's Christmas cards that says, From Donkey &amp; family. Fiona catches up to their friends and explains to Donkey what Shrek had wanted for Christmas. Shrek catches up with the group, and apologizes for losing his temper. Donkey is shocked to learn that this is Shrek's first Christmas, because "ogres don't celebrate anything." Donkey also apologizes for being annoying, and explains that Christmas never goes as planned and according to his mother, "'Christmas ain't Christmas until somebody cries', and I'm usually that someone."
After a snowball fight, the friends return to the swamp, and Shrek tells his story, featuring Ogre Claus. Soon they hear bells and go outside to see Santa and his reindeer, although Gingy runs back inside screaming in terror.

Question: Who is Shrek's version of Santa Clause
Answer: Ogre Clause