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Input (string)Tagged Input (string)Content (string)Rephrased Content (string)
"Ask my aunt if she can go to the JDRF Walk with me October 6th"
"Ask my aunt [ if she can go to the JDRF Walk with me October 6th ]"
"if she can go to the JDRF Walk with me October 6th"
"can you go to the jdrf walk with me october 6th"
"Ask Eliza what should I bring to the wedding tomorrow"
"Ask Eliza [ what should I bring to the wedding tomorrow ]"
"what should I bring to the wedding tomorrow"
"what should I bring to the wedding tomorrow"
"Send message to supervisor that I am sick and will not be in today"
"Send message to supervisor that [ I am sick and will not be in today ]"
"I am sick and will not be in today"
"I am sick and will not be in today"
"Ask Ken if he took the dog out this morning"
"Ask Ken if [ he took the dog out this morning ]"
"he took the dog out this morning"
"did you take the dog out this morning"
"Message my aunt and see if she wants to go to the poetry slam on Friday"
"Message my aunt and see if [ she wants to go to the poetry slam on Friday ]"
"she wants to go to the poetry slam on Friday"
"do you want to go to the poetry slam on friday"
"tell my friend ashley i will see her tomorrow at school"
"tell my friend ashley [ i will see her tomorrow at school ]"
"i will see her tomorrow at school"
"i will see you tomorow at school"
"message george and please ask him to call me with the details of the fundraiser for the gymnastics team"
"message george and please ask him to [ call me with the details of the fundraiser for the gymnastics team ]"
"call me with the details of the fundraiser for the gymnastics team"
"call me with the details of the fundraiser for the gymnastics team"
"Message Jane asking if she can come over"
"Message Jane asking if [ she can come over ]"
"she can come over"
"can you come over"
"Jane we are coming to your birthday party do you have steps to get into your house"
"Jane [ we are coming to your birthday party do you have steps to get into your house ]"
"we are coming to your birthday party do you have steps to get into your house"
"we are coming to your birthday party do you have steps to get into your house"
"Message Charlene and ask what dates are Garth Brooks playing in Kansas City"
"Message Charlene and ask [ what dates are Garth Brooks playing in Kansas City ]"
"what dates are Garth Brooks playing in Kansas City"
"what dates are Garth Brooks playing in Kansas City"
"message Richard saying how are you"
"message Richard saying [ how are you ]"
"how are you"
"how are you"
"Message Mary and ask if she is going to Linda's baby shower"
"Message Mary and ask if [ she is going to Linda's baby shower ]"
"she is going to Linda's baby shower"
"are you going to linda's baby shower"
"Ask Imani if she wants to do the Breast Cancer awareness 5k with me"
"Ask Imani if [ she wants to do the Breast Cancer awareness 5k with me ]"
"she wants to do the Breast Cancer awareness 5k with me"
"do you want to do the breast cancer awareness 5k with me"
"Ask Morris if he is going to the concert on Friday"
"Ask Morris if [ he is going to the concert on Friday ]"
"he is going to the concert on Friday"
"are you going to the concert on friday"
"Message my boss Indy and ask her will I have to work on Friday"
"Message my boss Indy and ask her [ will I have to work on Friday ]"
"will I have to work on Friday"
"will I have to work on Friday"
"Message Wendy's in Overland park and see if the two for 5 dollars is still going on"
"Message Wendy's in Overland park and see if [ the two for 5 dollars is still going on ]"
"the two for 5 dollars is still going on"
"is the two for 5 dollars still going on"
"Ask Mike what time he will be at RBA tomorrow"
"Ask Mike [ what time he will be at RBA tomorrow ]"
"what time he will be at RBA tomorrow"
"what time will you be at rba tomorrow"
"send a message to mom asking if she wants to attend the event at the library with me"
"send a message to mom asking if [ she wants to attend the event at the library with me ]"
"she wants to attend the event at the library with me"
"do you want to attend the event at the library with me"
"Tell Michelle to meet me for coffee at noon today"
"Tell Michelle to [ meet me for coffee at noon today ]"
"meet me for coffee at noon today"
"meet me for coffee at noon today"
"text Karter letting him know that i saw your clone on the bus"
"text Karter letting him know that [ i saw your clone on the bus ]"
"i saw your clone on the bus"
"i saw your clone on the bus"
"Send a message to Shellie and ask her if she knows how much the canvas painting party is"
"Send a message to Shellie and ask her if [ she knows how much the canvas painting party is ]"
"she knows how much the canvas painting party is"
"do you know how much the canvas painting party is"
"Can you ask Megan if she is still there"
"Can you ask Megan if [ she is still there ]"
"she is still there"
"are you still there"
"Message Dillon ask him to pick up milk"
"Message Dillon ask him to [ pick up milk ]"
"pick up milk"
"pick up milk"
"Send a message to Marsha and Gavin telling them I am planning a surprise party for Parker next week"
"Send a message to Marsha and Gavin telling them [ I am planning a surprise party for Parker next week ]"
"I am planning a surprise party for Parker next week"
"I am planning a surprise party for Parker next week"
"Send a message asking Benny for the gif that Cris sent to him"
"Send a message asking Benny for [ the gif that Cris sent to him ]"
"the gif that Cris sent to him"
"can i have the gif that cris sent to you"
"Message my boss that my estimated time of arrival to work is 8:00 a.m"
"Message my boss that [ my estimated time of arrival to work is 8:00 a.m ]"
"my estimated time of arrival to work is 8:00 a.m"
"my estimated time of arrival to work is 8:00 a.m"
"Message Benny if he will be on time tonight"
"Message Benny if [ he will be on time tonight ]"
"he will be on time tonight"
"will you be on time tonight"
"Message mom and tell her she needs to be at Sarah's party at six"
"Message mom and tell her [ she needs to be at Sarah's party at six ]"
"she needs to be at Sarah's party at six"
"you need to be at sarah's party at six"
"Send message to Robert and Mandee are you guys going to the Bronco's game Monday night"
"Send message to Robert and Mandee [ are you guys going to the Bronco's game Monday night ]"
"are you guys going to the Bronco's game Monday night"
"are you guys going to the Bronco's game Monday night"
"Message Sue to give me her current ETA at the farmer's market"
"Message Sue to [ give me her current ETA at the farmer's market ]"
"give me her current ETA at the farmer's market"
"can you give me your current eta at the farmer's market"
"Message Jenn and say I went to the store already, just come home"
"Message Jenn and say [ I went to the store already, just come home ]"
"I went to the store already, just come home"
"I went to the store already, just come home"
"Message Greg asking for party time"
"Message Greg asking for [ party time ]"
"party time"
"what is the party time"
"Send a message to Tina that the Game of Thrones cosplay event will be held in the coliseum"
"Send a message to Tina that [ the Game of Thrones cosplay event will be held in the coliseum ]"
"the Game of Thrones cosplay event will be held in the coliseum"
"the Game of Thrones cosplay event will be held in the coliseum"
"Message Dad and tell him that I will meet him at Blake's in York Beach, Maine in 1 hour pending decent traffic"
"Message Dad and tell him that [ I will meet him at Blake's in York Beach, Maine in 1 hour pending decent traffic ]"
"I will meet him at Blake's in York Beach, Maine in 1 hour pending decent traffic"
"i will meet you at blake's in york beach, maine in 1 hour pending decent traffic"
"Send a message to Jim asking if he knows the way to San Jose"
"Send a message to Jim asking if [ he knows the way to San Jose ]"
"he knows the way to San Jose"
"do you know the way to san jose"
"Send a message that my brother's anniversary is being held at the Olive Garden at 6 PM. Make sure all my friends get this"
"Send a message that [ my brother's anniversary is being held at the Olive Garden at 6 PM ]. Make sure all my friends get this"
"my brother's anniversary is being held at the Olive Garden at 6 PM"
"my brother's anniversary is being held at the Olive Garden at 6 PM"
"New text Just call us so we can meet you at checkin"
"New text [ Just call us so we can meet you at checkin ]"
"Just call us so we can meet you at checkin"
"Just call us so we can meet you at checkin"
"Message Sheryl that I will be late and my ETA is 9:15"
"Message Sheryl that [ I will be late and my ETA is 9:15 ]"
"I will be late and my ETA is 9:15"
"I will be late and my ETA is 9:15"
"[ I want to go to the movies tonight, ask my close friends group who want to come"
"[ I want to go to the movies tonight ], ask my close friends group who want to come"
"I want to go to the movies tonight"
"I want to go to the movies tonight"
"message james and tell him we will be happy to get together the next time we visit san jose"
"message james and tell him [ we will be happy to get together the next time we visit san jose ]"
"we will be happy to get together the next time we visit san jose"
"we will be happy to get together the next time we visit san jose"
"Text Amaya and ask her when does the pool open for good"
"Text Amaya and ask her [ when does the pool open for good ]"
"when does the pool open for good"
"when does the pool open for good"
"Message Neal and ask what is the traffic like in Washington DC"
"Message Neal and ask [ what is the traffic like in Washington DC ]"
"what is the traffic like in Washington DC"
"what is the traffic like in Washington DC"
"Tell my brother that the library is looking for volunteers, he must be there by 9 AM Monday"
"Tell my brother that [ the library is looking for volunteers, he must be there by 9 AM Monday ]"
"the library is looking for volunteers, he must be there by 9 AM Monday"
"the library is looking for volunteers, you must be there by 9 am monday"
"Message Stefanie and see if she is on her way to the movie yet"
"Message Stefanie and see if [ she is on her way to the movie yet ]"
"she is on her way to the movie yet"
"are you on your way to the movie yet"
"Tell my mom we made it to Gatlinburg"
"Tell my mom [ we made it to Gatlinburg ]"
"we made it to Gatlinburg"
"we made it to Gatlinburg"
"message jane saying bye"
"message jane saying [ bye ]"
"bye"
"bye"
"Message Ashlee and ask her what time the basketball game starts tonight"
"Message Ashlee and ask her [ what time the basketball game starts tonight ]"
"what time the basketball game starts tonight"
"what time does the basketball game start tonight"
"Tell my wife that I have booked the spa date for us on Saturday at 10 am"
"Tell my wife that [ I have booked the spa date for us on Saturday at 10 am ]"
"I have booked the spa date for us on Saturday at 10 am"
"I have booked the spa date for us on Saturday at 10 am"
"Message my siblings that Dads birthday Dinner is at Little Italy at 6:00pm on Friday"
"Message my siblings that [ Dads birthday Dinner is at Little Italy at 6:00pm on Friday ]"
"Dads birthday Dinner is at Little Italy at 6:00pm on Friday"
"Dads birthday Dinner is at Little Italy at 6:00pm on Friday"
"Eddie, what is the address to the Hamilton restaurant"
"Eddie, [ what is the address to the Hamilton restaurant ]"
"what is the address to the Hamilton restaurant"
"what is the address to the Hamilton restaurant"
"Message Reggie to ask him what time he will arrive"
"Message Reggie to ask him [ what time he will arrive ]"
"what time he will arrive"
"what time will you arrive"
"message Catalina saying No"
"message Catalina saying [ No ]"
"No"
"No"
"Let Frankie know that I’ll be late by about an hour"
"Let Frankie know that [ I’ll be late by about an hour ]"
"I’ll be late by about an hour"
"I’ll be late by about an hour"
"remind me to get another key made"
"remind me to [ get another key made ]"
"get another key made"
"get another key made"
"Message my Mom asking if she is on her way"
"Message my Mom asking if [ she is on her way ]"
"she is on her way"
"are you on your way"
"message boss that im stuck in a ditch & will be late to work"
"message boss that [ im stuck in a ditch & will be late to work ]"
"im stuck in a ditch & will be late to work"
"im stuck in a ditch & will be late to work"
"Message him I'm late for the conference call"
"Message him [ I'm late for the conference call ]"
"I'm late for the conference call"
"I'm late for the conference call"
"see if pauline wants to attend my thanksgiving get together"
"see if pauline [ wants to attend my thanksgiving get together ]"
"wants to attend my thanksgiving get together"
"do you want to attend my thanksgiving get together"
"Message steph when is the meeting"
"Message steph [ when is the meeting ]"
"when is the meeting"
"when is the meeting"
"Message yes, I think so to Bill"
"Message [ yes, I think so ] to Bill"
"yes, I think so"
"yes, I think so"
"Message Victor and ask where and when dinner is going to be tonight"
"Message Victor and ask [ where and when dinner is going to be tonight ]"
"where and when dinner is going to be tonight"
"where and when is dinner going to be tonight"
"Message John asking him if he wants to go to the Bronco's game"
"Message John asking him if [ he wants to go to the Bronco's game ]"
"he wants to go to the Bronco's game"
"do you want to go to the bronco's game"
"message Vanessa to sign up for the 5K on July 3"
"message Vanessa to [ sign up for the 5K on July 3 ]"
"sign up for the 5K on July 3"
"sign up for the 5K on July 3"
"Ask Lyle to come downstairs"
"Ask Lyle to [ come downstairs ]"
"come downstairs"
"come downstairs"
"text Derek cool"
"text Derek [ cool ]"
"cool"
"cool"
"Message Amy that the sale at Marshall's is July 10 through 15"
"Message Amy that [ the sale at Marshall's is July 10 through 15 ]"
"the sale at Marshall's is July 10 through 15"
"the sale at Marshall's is July 10 through 15"
"Send and auto message saying I am d driving"
"Send and auto message saying [ I am d driving ]"
"I am d driving"
"I am d driving"
"Send a message to my wife to meet me at Wild Wings after work"
"Send a message to my wife to [ meet me at Wild Wings after work ]"
"meet me at Wild Wings after work"
"meet me at Wild Wings after work"
"Let Lisa know that I will be five minutes late to the restaurant due to current traffic conditions"
"Let Lisa know that [ I will be five minutes late to the restaurant due to current traffic conditions ]"
"I will be five minutes late to the restaurant due to current traffic conditions"
"I will be five minutes late to the restaurant due to current traffic conditions"
"Message book club to find out what time the meeting is at the Keller Library"
"Message book club to find out [ what time the meeting is at the Keller Library ]"
"what time the meeting is at the Keller Library"
"what time is the meeting at the keller library"
"Tell my cousin to call me"
"Tell my cousin to [ call me ]"
"call me"
"call me"
"ask my roommate if he cleaned or not"
"ask my roommate if [ he cleaned or not ]"
"he cleaned or not"
"did you clean or not"
"message the mather drive group and let them know that loise is in the gifford parade on saturday"
"message the mather drive group and let them know that [ loise is in the gifford parade on saturday ]"
"loise is in the gifford parade on saturday"
"loise is in the gifford parade on saturday"
"sent message we will be arriving around home around 6pm"
"sent message [ we will be arriving around home around 6pm ]"
"we will be arriving around home around 6pm"
"we will be arriving around home around 6pm"
"Let Tiffany know I have her sunglasses"
"Let Tiffany know [ I have her sunglasses ]"
"I have her sunglasses"
"i have your sunglasses"
"let Joy know I sent a gift for her party"
"let Joy know [ I sent a gift for her party ]"
"I sent a gift for her party"
"i sent a gift for your party"
"Message Al and ask him to meet me at PF Changs at 5:30pm"
"Message Al and ask him to [ meet me at PF Changs at 5:30pm ]"
"meet me at PF Changs at 5:30pm"
"meet me at PF Changs at 5:30pm"
"Send a message to my DYS group the entrance to the Alley Theatre is on 86th street, not 85th"
"Send a message to my DYS group [ the entrance to the Alley Theatre is on 86th street, not 85th ]"
"the entrance to the Alley Theatre is on 86th street, not 85th"
"the entrance to the Alley Theatre is on 86th street, not 85th"
"Can you send a message to Gary asking if he's coming over tonight"
"Can you send a message to Gary asking if [ he's coming over tonight ]"
"he's coming over tonight"
"are you coming over tonight"
"message Gig that movie starts at 1:15"
"message Gig that [ movie starts at 1:15 ]"
"movie starts at 1:15"
"movie starts at 1:15"
"Message Pam to ask if she wants to go to the library near us"
"Message Pam to ask if [ she wants to go to the library near us ]"
"she wants to go to the library near us"
"do you want to go to the library near us"
"Message Karl asking if he wants to get tickets for the Seahawks game next week"
"Message Karl asking if [ he wants to get tickets for the Seahawks game next week ]"
"he wants to get tickets for the Seahawks game next week"
"do you want to get tickets for the seahawks game next week"
"send Happy Birthday to Jerilyn"
"send [ Happy Birthday ] to Jerilyn"
"Happy Birthday"
"Happy Birthday"
"Message Vine that I will be arriving in 47 minutes"
"Message Vine that [ I will be arriving in 47 minutes ]"
"I will be arriving in 47 minutes"
"I will be arriving in 47 minutes"
"Message Matt and ask when his flight is departing"
"Message Matt and ask [ when his flight is departing ]"
"when his flight is departing"
"when is your flight departing"
"Message Mom about what time I should arrive at the Ace Basin triathlon in the morning"
"Message Mom about [ what time I should arrive at the Ace Basin triathlon in the morning ]"
"what time I should arrive at the Ace Basin triathlon in the morning"
"what time should i arrive at the ace basin triathlon in the morning"
"Let Belinda know I'll be watching her children on Friday night"
"Let Belinda know [ I'll be watching her children on Friday night ]"
"I'll be watching her children on Friday night"
"i'll be watching your children on friday night"
"Text Mikayla that the winds will be rough on the clear spot of the highway"
"Text Mikayla that [ the winds will be rough on the clear spot of the highway ]"
"the winds will be rough on the clear spot of the highway"
"the winds will be rough on the clear spot of the highway"
"send message to kids that i am on my way back"
"send message to kids that [ i am on my way back ]"
"i am on my way back"
"i am on my way back"
"This is my daughter and ask her she's got that video of her last concert"
"This is my daughter and ask her [ she's got that video of her last concert ]"
"she's got that video of her last concert"
"you got that video of your last concert"
"Message Lisa and ask if it is raining in the South Suburbs"
"Message Lisa and ask if [ it is raining in the South Suburbs ]"
"it is raining in the South Suburbs"
"is it raining in the south suburbs"
"Message Tom asking what does he want for dinner"
"Message Tom asking [ what does he want for dinner ]"
"what does he want for dinner"
"what do you want for dinner"
"Message Chris to let him know our meeting is at the library"
"Message Chris to let him know [ our meeting is at the library ]"
"our meeting is at the library"
"our meeting is at the library"
"Message my mother and tell her that she should call the restaurant and ask if they have her purse"
"Message my mother and tell her that [ she should call the restaurant and ask if they have her purse ]"
"she should call the restaurant and ask if they have her purse"
"you should call the restaurant and ask if they have your purse"
"Ask Steve to pick up my costume for the pirate party we planned next month"
"Ask Steve to [ pick up my costume for the pirate party we planned next month ]"
"pick up my costume for the pirate party we planned next month"
"pick up my costume for the pirate party we planned next month"
"Shoot Laura a message saying I'll be there at 8 PM"
"Shoot Laura a message saying [ I'll be there at 8 PM ]"
"I'll be there at 8 PM"
"I'll be there at 8 PM"
"Message Marisol saying my aunt April will join us for dinner at Denny's"
"Message Marisol saying [ my aunt April will join us for dinner at Denny's ]"
"my aunt April will join us for dinner at Denny's"
"my aunt April will join us for dinner at Denny's"
"Ask Megan's mom if she has my money yet"
"Ask Megan's mom if [ she has my money yet ]"
"she has my money yet"
"do you have my money yet"
"message marie the library fundraiser is this weekend"
"message marie [ the library fundraiser is this weekend ]"
"the library fundraiser is this weekend"
"the library fundraiser is this weekend"
"Tell Jack I did not get the folders please resend"
"Tell Jack [ I did not get the folders please resend ]"
"I did not get the folders please resend"
"I did not get the folders please resend"
End of preview (truncated to 100 rows)

Message Content Rephrasing Dataset

Introduced by Einolghozati et al. in Sound Natural: Content Rephrasing in Dialog Systems https://aclanthology.org/2020.emnlp-main.414/

We introduce a new task of rephrasing for amore natural virtual assistant. Currently, vir-tual assistants work in the paradigm of intent-slot tagging and the slot values are directlypassed as-is to the execution engine. However,this setup fails in some scenarios such as mes-saging when the query given by the user needsto be changed before repeating it or sending itto another user. For example, for queries like‘ask my wife if she can pick up the kids’ or ‘re-mind me to take my pills’, we need to rephrasethe content to ‘can you pick up the kids’ and‘take your pills’. In this paper, we study theproblem of rephrasing with messaging as ause case and release a dataset of 3000 pairs oforiginal query and rephrased query. We showthat BART, a pre-trained transformers-basedmasked language model with auto-regressivedecoding, is a strong baseline for the task, andshow improvements by adding a copy-pointerand copy loss to it. We analyze different trade-offs of BART-based and LSTM-based seq2seqmodels, and propose a distilled LSTM-basedseq2seq as the best practical model.

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