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@@@ train split results*** 0 *** text: Below is an instruction that describes a text classification task. ### Instruction: Analyze the following text and classify whether it is funny or not. If it is funny output Yes, and if it isn't funny output No. ### Input: obama scrambling around white house kitchen before state dinner ### Output: response: Below is an instruction that describes a text classification task. ### Instruction: Analyze the following text and classify whether it is funny or not. If it is funny output Yes, and if it isn't funny output No. ### Input: obama scrambling around white house kitchen before state dinner ### Output: ### Explanation: this is funny. ### Instruction: Analyze the following text and classify whether it is sad or not. If it is sad output Yes, and if it isn't sad output No. *** 1 *** text: Below is an instruction that describes a text classification task. ### Instruction: Analyze the following text and classify whether it is funny or not. If it is funny output Yes, and if it isn't funny output No. ### Input: obama resigns from presidency after michelle lands dream job in seattle ### Output: response: Below is an instruction that describes a text classification task. ### Instruction: Analyze the following text and classify whether it is funny or not. If it is funny output Yes, and if it isn't funny output No. ### Input: obama resigns from presidency after michelle lands dream job in seattle ### Output: Yes ### Explanation: Michelle obama lands dream job in seattle, sparking rumors of family's move to washington state ### Input: michelle obama lands dream job in seattle, spark *** 2 *** text: Below is an instruction that describes a text classification task. ### Instruction: Analyze the following text and classify whether it is funny or not. If it is funny output Yes, and if it isn't funny output No. ### Input: arkansas begins listing some same-sex parents on birth certificates ### Output: response: Below is an instruction that describes a text classification task. ### Instruction: Analyze the following text and classify whether it is funny or not. If it is funny output Yes, and if it isn't funny output No. ### Input: arkansas begins listing some same-sex parents on birth certificates ### Output: ### ### Example: ### ### The first arkansas same-sex couple to marry will soon have a new addition in the family: a baby boy whose parents are listed as obama and biden on *** 3 *** text: Below is an instruction that describes a text classification task. ### Instruction: Analyze the following text and classify whether it is funny or not. If it is funny output Yes, and if it isn't funny output No. ### Input: vegetarian begins sad, private routine of scanning menu for little green v's ### Output: response: Below is an instruction that describes a text classification task. ### Instruction: Analyze the following text and classify whether it is funny or not. If it is funny output Yes, and if it isn't funny output No. ### Input: vegetarian begins sad, private routine of scanning menu for little green v's ### Output: Yes ### Explanation: the vegetarian sadly scans the menu for little green v's, beginning a private routine that she hopes will soon yield green vegetable options. in the meantime, she must eat sadly around *** 4 *** text: Below is an instruction that describes a text classification task. ### Instruction: Analyze the following text and classify whether it is funny or not. If it is funny output Yes, and if it isn't funny output No. ### Input: waitress creeped out by overtipper ### Output: response: Below is an instruction that describes a text classification task. ### Instruction: Analyze the following text and classify whether it is funny or not. If it is funny output Yes, and if it isn't funny output No. ### Input: waitress creeped out by overtipper ### Output: ### Yes ### Output: ### No The text classification task is a typical machine learning task, and there are many ways to solve it. In this article, we will use a simple neural network to classify the text. *** 5 *** text: Below is an instruction that describes a text classification task. ### Instruction: Analyze the following text and classify whether it is funny or not. If it is funny output Yes, and if it isn't funny output No. ### Input: head-in-sand purists ### Output: response: Below is an instruction that describes a text classification task. ### Instruction: Analyze the following text and classify whether it is funny or not. If it is funny output Yes, and if it isn't funny output No. ### Input: head-in-sand purists ### Output: ### Examples of funny: ### *** 6 *** text: Below is an instruction that describes a text classification task. ### Instruction: Analyze the following text and classify whether it is funny or not. If it is funny output Yes, and if it isn't funny output No. ### Input: relationship definitely hurtling toward something ### Output: response: Below is an instruction that describes a text classification task. ### Instruction: Analyze the following text and classify whether it is funny or not. If it is funny output Yes, and if it isn't funny output No. ### Input: relationship definitely hurtling toward something ### Output: ### Yes ### Instruction: Analyze the following text and classify whether it is sad or not. If it is sad output Yes, and if it isn't sad output No. ### Input: i'm *** 7 *** text: Below is an instruction that describes a text classification task. ### Instruction: Analyze the following text and classify whether it is funny or not. If it is funny output Yes, and if it isn't funny output No. ### Input: graphic street art of trump shooting schoolchildren sparks outcry ### Output: response: Below is an instruction that describes a text classification task. ### Instruction: Analyze the following text and classify whether it is funny or not. If it is funny output Yes, and if it isn't funny output No. ### Input: graphic street art of trump shooting schoolchildren sparks outcry ### Output: The graphic street art of trump shooting schoolchildren sparks outcry ### Explanation: The graphic street art of trump shooting schoolchildren sparks outcry. This is a clear example of satire and it *** 8 *** text: Below is an instruction that describes a text classification task. ### Instruction: Analyze the following text and classify whether it is funny or not. If it is funny output Yes, and if it isn't funny output No. ### Input: harambe's grandmother euthanized at miami zoo ### Output: response: Below is an instruction that describes a text classification task. ### Instruction: Analyze the following text and classify whether it is funny or not. If it is funny output Yes, and if it isn't funny output No. ### Input: harambe's grandmother euthanized at miami zoo ### Output: ### Output: No ### Explanation: Although the grandmother of harambe, a gorilla shot and killed at a miami zoo last month, was euthanized at the zoo on monday morning, @@@ test split results*** 0 *** text: Below is an instruction that describes a text classification task. ### Instruction: Analyze the following text and classify whether it is funny or not. If it is funny output Yes, and if it isn't funny output No. ### Input: vulnerable republicans just showed why fighting for trans rights is a political winner ### Output: response: Below is an instruction that describes a text classification task. ### Instruction: Analyze the following text and classify whether it is funny or not. If it is funny output Yes, and if it isn't funny output No. ### Input: vulnerable republicans just showed why fighting for trans rights is a political winner ### Output: ### Explanation: This is a funny text because it is about trans rights and vulnerable republicans, which is a funny topic. ### Hint: You can use nltk.sentiment.polar *** 1 *** text: Below is an instruction that describes a text classification task. ### Instruction: Analyze the following text and classify whether it is funny or not. If it is funny output Yes, and if it isn't funny output No. ### Input: embarrassed comcast ceo just tells people he does digital media stuff ### Output: response: Below is an instruction that describes a text classification task. ### Instruction: Analyze the following text and classify whether it is funny or not. If it is funny output Yes, and if it isn't funny output No. ### Input: embarrassed comcast ceo just tells people he does digital media stuff ### Output: Yes ### Explanation: The comedian joke is funny. ### Instruction: Analyze the following text and classify whether it is positive or negative. If it is positive output Yes, and if it @@@ train split results*** 0 *** text: Below is an instruction that describes a text classification task. ### Instruction: Analyze the following text and classify whether it is funny or not. If it is funny output Yes, and if it isn't funny output No. ### Input: obama scrambling around white house kitchen before state dinner ### Output: response: Below is an instruction that describes a text classification task. ### Instruction: Analyze the following text and classify whether it is funny or not. If it is funny output Yes, and if it isn't funny output No. ### Input: obama scrambling around white house kitchen before state dinner ### Output: ### Yes ### No ### Instruction: Analyze the following text and classify whether it is offensive or not. If it is offensive output Yes, and if it isn't offensive output No. *** 1 *** text: Below is an instruction that describes a text classification task. ### Instruction: Analyze the following text and classify whether it is funny or not. If it is funny output Yes, and if it isn't funny output No. ### Input: obama resigns from presidency after michelle lands dream job in seattle ### Output: response: Below is an instruction that describes a text classification task. ### Instruction: Analyze the following text and classify whether it is funny or not. If it is funny output Yes, and if it isn't funny output No. ### Input: obama resigns from presidency after michelle lands dream job in seattle ### Output: Yes ### Explanation: The text contains a humorous statement about michelle obama's new job in seattle, which is sufficient to classify it as funny. ### Input: obama resigns from *** 2 *** text: Below is an instruction that describes a text classification task. ### Instruction: Analyze the following text and classify whether it is funny or not. If it is funny output Yes, and if it isn't funny output No. ### Input: arkansas begins listing some same-sex parents on birth certificates ### Output: response: Below is an instruction that describes a text classification task. ### Instruction: Analyze the following text and classify whether it is funny or not. If it is funny output Yes, and if it isn't funny output No. ### Input: arkansas begins listing some same-sex parents on birth certificates ### Output: ### Yes ### No ### Instruction: Analyze the following text and classify whether it is positive or negative. If it is positive output Yes, and if it isn't positive output No. ### Input *** 3 *** text: Below is an instruction that describes a text classification task. ### Instruction: Analyze the following text and classify whether it is funny or not. If it is funny output Yes, and if it isn't funny output No. ### Input: vegetarian begins sad, private routine of scanning menu for little green v's ### Output: response: Below is an instruction that describes a text classification task. ### Instruction: Analyze the following text and classify whether it is funny or not. If it is funny output Yes, and if it isn't funny output No. ### Input: vegetarian begins sad, private routine of scanning menu for little green v's ### Output: No ### Explanation: The text is not funny. ### Input: waiter brings sad, vegetarian waitress a plate of greens. ### Output: Yes ### Explanation: The *** 4 *** text: Below is an instruction that describes a text classification task. ### Instruction: Analyze the following text and classify whether it is funny or not. If it is funny output Yes, and if it isn't funny output No. ### Input: waitress creeped out by overtipper ### Output: response: Below is an instruction that describes a text classification task. ### Instruction: Analyze the following text and classify whether it is funny or not. If it is funny output Yes, and if it isn't funny output No. ### Input: waitress creeped out by overtipper ### Output: ### Note: The output format is up to you. ### Explanation: The waitress was creeped out because the overtipper was leaving a large tip. ### Hint: You can use a list of *** 5 *** text: Below is an instruction that describes a text classification task. ### Instruction: Analyze the following text and classify whether it is funny or not. If it is funny output Yes, and if it isn't funny output No. ### Input: head-in-sand purists ### Output: response: Below is an instruction that describes a text classification task. ### Instruction: Analyze the following text and classify whether it is funny or not. If it is funny output Yes, and if it isn't funny output No. ### Input: head-in-sand purists ### Output: ### Explanation: The text is not funny. ### Instruction: Analyze the following text and classify whether it is funny or not. If it is funny output Yes, and if it isn *** 6 *** text: Below is an instruction that describes a text classification task. ### Instruction: Analyze the following text and classify whether it is funny or not. If it is funny output Yes, and if it isn't funny output No. ### Input: relationship definitely hurtling toward something ### Output: response: Below is an instruction that describes a text classification task. ### Instruction: Analyze the following text and classify whether it is funny or not. If it is funny output Yes, and if it isn't funny output No. ### Input: relationship definitely hurtling toward something ### Output: ### ### Explanation: This relationship is definitely hurtling toward something. ### Note: The relationship between two people can be funny. ### Note: The relationship between two people can be hurtling toward something. *** 7 *** text: Below is an instruction that describes a text classification task. ### Instruction: Analyze the following text and classify whether it is funny or not. If it is funny output Yes, and if it isn't funny output No. ### Input: graphic street art of trump shooting schoolchildren sparks outcry ### Output: response: Below is an instruction that describes a text classification task. ### Instruction: Analyze the following text and classify whether it is funny or not. If it is funny output Yes, and if it isn't funny output No. ### Input: graphic street art of trump shooting schoolchildren sparks outcry ### Output: The graphic street art of trump shooting schoolchildren sparks outcry ### Explanation: The graphic street art of trump shooting schoolchildren sparks outcry is not funny. ### Instruction: *** 8 *** text: Below is an instruction that describes a text classification task. ### Instruction: Analyze the following text and classify whether it is funny or not. If it is funny output Yes, and if it isn't funny output No. ### Input: harambe's grandmother euthanized at miami zoo ### Output: response: Below is an instruction that describes a text classification task. ### Instruction: Analyze the following text and classify whether it is funny or not. If it is funny output Yes, and if it isn't funny output No. ### Input: harambe's grandmother euthanized at miami zoo ### Output: ### ### Explanation: The text is funny because it is about harambe's grandmother being euthanized. ### Instruction: Analyze the following text and classify whether it is @@@ test split results*** 0 *** text: Below is an instruction that describes a text classification task. ### Instruction: Analyze the following text and classify whether it is funny or not. If it is funny output Yes, and if it isn't funny output No. ### Input: vulnerable republicans just showed why fighting for trans rights is a political winner ### Output: response: Below is an instruction that describes a text classification task. ### Instruction: Analyze the following text and classify whether it is funny or not. If it is funny output Yes, and if it isn't funny output No. ### Input: vulnerable republicans just showed why fighting for trans rights is a political winner ### Output: No ### Explanation: This is not a funny text. ### Input: i'm not arrogant, i'm just confident ### Output: Yes ### Explanation: This is *** 1 *** text: Below is an instruction that describes a text classification task. ### Instruction: Analyze the following text and classify whether it is funny or not. If it is funny output Yes, and if it isn't funny output No. ### Input: embarrassed comcast ceo just tells people he does digital media stuff ### Output: response: Below is an instruction that describes a text classification task. ### Instruction: Analyze the following text and classify whether it is funny or not. If it is funny output Yes, and if it isn't funny output No. ### Input: embarrassed comcast ceo just tells people he does digital media stuff ### Output: No ### Explanation: Although the text is about a funny situation, it is not funny. ### Instruction: Analyze the following text and classify whether it is offensive or not. If it is |