Datasets:

embedding-data
/

QQP_triplets

set dict
{ "query": "Why in India do we not have one on one political debate as in USA?", "pos": [ "Why cant we have a public debate between politicians in India like the one in US?" ], "neg": [ "Can people on Quora stop India Pakistan debate? We are sick and tired seeing this everyday in bulk?", "Why do pol...
{ "query": "What is OnePlus One?", "pos": [ "How is oneplus one?" ], "neg": [ "Why is OnePlus One so good?", "What would OnePlus 4 be like?", "What does the logo of oneplus phones mean?", "Should I root my OnePlus One?", "Do you like the OnePlus 2? Would you buy it?", "Which one do y...
{ "query": "Does our mind control our emotions?", "pos": [ "How do smart and successful people control their emotions?" ], "neg": [ "How can I control my positive emotions for the people whom I love but they don't care about me?", "How do I stabilize the anger and emotional lability that I am experi...
{ "query": "What made Islam spread around the world faster than any other religion?", "pos": [ "How did Islam spread to all the world?" ], "neg": [ "How did Islam spread to Africa?", "How and when did Islam spread to Southeast Asian countries like Malaysia and Indonesia?", "How did the Arab conq...
{ "query": "What do people around the world typically wear to sleep?", "pos": [ "What do you usually wear to sleep?" ], "neg": [ "Should you wear a bra to sleep?", "What is the healthiest way to sleep?", "Is it fine to wear socks while sleeping?", "Do you wear fitbit while sleeping?", "W...
{ "query": "How can I become an airline pilot?", "pos": [ "What do you have to do to become an airline pilot?" ], "neg": [ "What is a career as an airline pilot like?", "What are the steps to becoming a commercial pilot in the United States?", "I want to become an airline pilot. I am in 12th and...
{ "query": "What is a public limited company?", "pos": [ "What is a public limited company? What are some benefits?" ], "neg": [ "What are examples of private limited companies?", "What some examples of limited companies?", "What are the advantages and disadvantages of limited liability company?...
{ "query": "How do you think President Obama will go down in history?", "pos": [ "Will Obama go down in history as a great president?" ], "neg": [ "How will Donald Trump go down in history?", "Was Barack Obama good in studies and was he aiming from the very beginning to become the president of usa?"...
{ "query": "What's the absolute easiest way to commit suicide?", "pos": [ "What is the cheapest, easiest, least painful way to commit suicide?" ], "neg": [ "What is a way to commit suicide and not damaging your organs so that they can be donated?", "I'm 29 years old and married. I'm frustrated with ...
{ "query": "What are the best ways to study/memorize things?", "pos": [ "What is the best way to memorize things?" ], "neg": [ "What can be the best way to memorize my JEE notes?", "How can I study and memorize a large amount of information and then recall it for an exam?", "What are some ways t...
{ "query": "Can imaginary time, energy and gravity exist?", "pos": [ "Does imaginary gravity exist?" ], "neg": [ "How does gravity exist?", "Is gravity only a theory?", "What actually is Gravity?", "Is there gravity without mass?", "Why do objects have gravity?", "Does every object h...
{ "query": "Which books are good for improving English?", "pos": [ "What are some good books or resources to improve English?" ], "neg": [ "What is the most effective way to study AS English literature?", "What are the best books on the history of english literature?", "How do I improve at readi...
{ "query": "What is aptitude test?", "pos": [ "What is an aptitude test?" ], "neg": [ "What could be the best preparation for aptitude tests?", "What is the difference between an aptitude test and an IQ test?", "How can I clear an aptitude test?", "Which is the best app for aptitude test pra...
{ "query": "What is the best CP valued Pokémon that you have?", "pos": [ "What is the highest limit for Pokémon CP in Pokémon GO?" ], "neg": [ "How many of each Pokémon should I keep in Pokémon GO?", "How many Pokémon are available in Pokémon GO?", "How many Pokémon are in Pokémon GO?", "Pok...
{ "query": "How dangerous is a German Shepherd/Border Collie mix?", "pos": [ "How friendly is a German Shepherd/Border Collie mix?" ], "neg": [ "How does a German Shepherd/Border Collie mix looks like?", "What are the main characteristics of a German Shepherd/Border Collie mix puppy?", "How does...
{ "query": "What are the best things to do in Hong Kong?", "pos": [ "What is the best thing in Hong Kong?" ], "neg": [ "What is Hong Kong?", "What is Hong Kong famous for?", "What is it like to work in Hong Kong?", "What's it like living abroad in Hong Kong?", "What is there to do in Hon...
{ "query": "Does anyone believe that there is life on other planets?", "pos": [ "Is there life on other planets besides earth?" ], "neg": [ "Why earth is the only planet in the solar system capable of supporting life?", "Why is it controversial to say that the Earth could be the only planet in the u...
{ "query": "Are you guys voting for Hillary Clinton or Donald Trump?", "pos": [ "Who would you vote for: Donald Trump or Hillary Clinton?" ], "neg": [ "Who Monica Lewinsky would vote for, Donald Trump or Hillary Clinton? Why?", "Why should I not vote for Hillary Clinton or Donald Trump?", "Would...
{ "query": "How do we know for sure that nothing is faster than light?", "pos": [ "Why I can't go faster than light?" ], "neg": [ "Why does light travel so fast?", "Why does light travel so fast in space?", "Speed of Light: How fast can we move?", "How can you become faster?", "How do I ...
{ "query": "What is the easiest method to clean shave bikini area at home?", "pos": [ "How do you completely shave your bikini area?" ], "neg": [ "Can I get a bikini wax on my period?", "If I get stranded on a deserted island, what could I shave with?", "What is the best way to shave pubic hair ...
{ "query": "What were the books Aman Bansal used for his Jee preparation?", "pos": [ "Which books were used my Aman Bansal for JEE preparation?" ], "neg": [ "What are some good books for IIT JEE preparation for class 10?", "What should be the order of books to read for JEE preparations?", "How i...
{ "query": "How do I make my girlfriend happy on her birthday?", "pos": [ "What is the best gift I can buy for my girl to make her feel special on her birthday?" ], "neg": [ "What gift should I give a girl on her birthday as a good friend?", "What type of gift should I give my girlfriend on her 19th...
{ "query": "What are your thoughts on Child Support?", "pos": [ "What is your review of Child Support?" ], "neg": [ "What are the basic child support guidelines from Kansas, and how do they compare to those from Kentucky?", "What are the basic child support guidelines from Kansas, and how do they co...
{ "query": "Is Earth a prematurely Inhabited Planet, because the universe is too young?", "pos": [ "Is Earth a prematurely Inhabited Planet?" ], "neg": [ "Does extra terrestrial inteligent life visit earth?", "Is it scientifically possible to terraform a planet?", "If we found a habitable planet...
{ "query": "What are good ways to start a business intelligence startup?", "pos": [ "What are good ways to start a startup in the business intelligence niche?" ], "neg": [ "What are some startups which a amateur look upon to start a business?", "How can I develop a startup?", "How do you start a...
{ "query": "Where can I get the best rates on cruises?", "pos": [ "Where can I get the best price on a cruise?" ], "neg": [ "What is the best Caribbean cruise to take?", "What is the best Caribbean cruise?", "Which is the best Royal Caribbean cruise ship?", "What are the good cruise trip opt...
{ "query": "What is the witching hour in occult belief, and why is it at 3 AM? How does it compare to the Devil's hour?", "pos": [ "Why is 3 am called the witching hour?" ], "neg": [ "Why are some films over three hours?", "Why is the Salem witchcraft story still so compelling today?", "Why do I...
{ "query": "What are the best gate coaching classes for mechanical engineering in Mumbai?", "pos": [ "What are some good GATE coaching classes for Mechanical Engineering in Mumbai?" ], "neg": [ "Where can I get last year's study material of coaching classes for the GATE mechanical in Ahmedabad?", "I...
{ "query": "How do I get into internships?", "pos": [ "How do you get internships?" ], "neg": [ "How do I get internships in online?", "What are the best ways to apply for an internship in IT?", "What is an internship?", "What is internship?", "How do I get paid for an internship?", ...
{ "query": "Why is Arnab Goswami resigned as the Editor-in Chief of Times Now and ET Now?", "pos": [ "Why did Arnab Goswami quit TIMES NOW?" ], "neg": [ "What is Arnab Goswami doing now-a-days?", "Where has Arnab Goswami been the last few days?", "If Arnab Goswami has resigned from Times now, wh...
{ "query": "How does Donald Trump expect Mexico to pay for his proposed border wall?", "pos": [ "How Donald Trump will make Mexico pay for the wall?" ], "neg": [ "What if Trump's wall isn't a physical wall at all? He said Mexico would pay. What are some financial deterrents the US could impose? Is it po...
{ "query": "Can I track a stolen phone?", "pos": [ "My phone has been stolen. How do track my phone?" ], "neg": [ "Can I turn on the GPS of my stolen phone with my tablet?", "How do I unlock a stolen phone?", "I have lost my phone and have not activated my Android device manager, how can I erase...
{ "query": "Where can I get highest quality service at exceptional prices in Sydney for property conveyancing?", "pos": [ "Where can I get quality support to make a successful property transaction process in Sydney?" ], "neg": [ "Where can I get best warehouse cleaning services in Sydney?", "Where c...
{ "query": "If I burn a 1000 rupee note, will India get poor by a thousand rupee? How will it affect India's GDP, considering the demonitization of notes?", "pos": [ "If I burn a Rs. 1000 note, how does it affect the country?" ], "neg": [ "How will the ban of Rs 500 and Rs 1000 notes affect Pakistan?", ...
{ "query": "Are there iTunes gift cards? If so, where can they be purchased at in the US?", "pos": [ "How can I get free iTunes gift cards online?" ], "neg": [ "How can I get free gift cards?", "How do I get free Amazon gift cards?", "How can I get free gift cards by mail?", "How do you get ...
{ "query": "Does love always hurt?", "pos": [ "Does true love always hurt or die?" ], "neg": [ "Why does it hurt to love someone?", "Does true love happen only once?", "Does love happen only once in a lifetime?", "Who Says True Love Happens only Once?", "Does love happen just once in a l...
{ "query": "What is the best part time job while you are already working in Bangalore?", "pos": [ "What can one do part time to earn some money while working in Bangalore?" ], "neg": [ "How can I survive in Bangalore with a salary of 25000 per month?", "How do you spend your weekend doing something ...
{ "query": "Has wizard magic been scientifically tested?", "pos": [ "Have wizards been scientifically tested?" ], "neg": [ "Has money been scientifically tested?", "Has Ancient Greece been scientifically tested?", "What are the results of the Schrodinger cat experiment? Has it been done? Has it ...
{ "query": "Is obc certificate from state government valid in national level?", "pos": [ "Is caste certificate of one state and domicile of another state is valid for government exams?" ], "neg": [ "What is the online procedure to get a Caste Validity certificate?", "Can I use my caste certificate a...
{ "query": "How do I make a rocket?", "pos": [ "How do you make a DIY rocket that works?" ], "neg": [ "How does a rocket fly?", "How do I make improvised explosive devices?", "How can you make a robot?", "How does a rocket change its direction while take off?", "How do I make a robot?", ...
{ "query": "Is World War III on its way right now?", "pos": [ "Do you think we are on the verge of World War III?" ], "neg": [ "Was World War II Inevitable?", "What do you think is the chance that sometime in the 21st century there will be another major war (similar in scope to World War I and II)?"...
{ "query": "Why do I need to be 18 years old to do anything?", "pos": [ "Why do I have to be 18 years old to do anything?" ], "neg": [ "What can I do when I'm 18?", "What do I do when I'm 18?", "Any ideas of what I should do when I turn 18?", "What are some things I should do now that I turn...
{ "query": "What is a j2ee?", "pos": [ "What is difference between core java and j2ee?" ], "neg": [ "What is difference between Core Java and Advanced Java?", "What are the differences between Java, Core Java and Advanced Java?", "Is J2EE an advanced form of Java?", "What I can do after core...
{ "query": "How should you treat a mouse bite?", "pos": [ "How do you treat a mouse bite?" ], "neg": [ "How can I humanely deal with a mouse caught in a sticky trap?", "What is the best way to treat a bearded dragon bite?", "How do I treat a sore roach bite?", "What is the best way to catch ...
{ "query": "Why does Quora seemingly always tell me that my questions need improvement when they are clear and concise questions?", "pos": [ "Why are some questions on Quora flagged as needing improvement when they don’t need improvement?" ], "neg": [ "Why doesn't Quora have admins that can judge the qu...
{ "query": "Why did my family member say I need to grow up a little?", "pos": [ "Why did my family member say I need to grow up?" ], "neg": [ "Why can't I grow up?", "How do you \"grow up\"?", "What should I grow up to?", "Why are we growing up?", "When did you realize that your child ha...
{ "query": "What scares Indian men?", "pos": [ "Indian Men: What scares Indian men?" ], "neg": [ "What do Indian men hate about Indian women?", "Do Indian men respect Indian women?", "What do Indian women hate the most about Indian men?", "What are the qualities in Indian men that Indian Wom...
{ "query": "Is Somaliland even a country? Elaborate if yes or no", "pos": [ "Is somaliland a country?" ], "neg": [ "Does Somalia have a government?", "Why is Somalia a failed state?", "Are Somali people Caucasians with black skin?", "How did Somalia become such a failed state?", "Is ther...
{ "query": "How do I easily crack the GRE with good score?", "pos": [ "What are the steps to crack GRE with good scores?" ], "neg": [ "What's a good GRE score?", "How do I prepare for the GRE to score above 330?", "Do GRE scores matter?", "How can I increase my GRE score to 330+?", "What...
{ "query": "How do people join ISIS?", "pos": [ "What makes a person join ISIS?" ], "neg": [ "How do people from India join ISIS?", "Why do Americans want to join ISIS?", "Why are people from Britain joining ISIS?", "Why do young Europeans join ISIS?", "Why don't we let people join ISIS?...
{ "query": "When will be end of world?", "pos": [ "What is the end of this world?" ], "neg": [ "Where does the world end?", "What are some potential ways the world could end?", "How do you live knowing that the world is going to end?", "Why do you think the end of the world is near?", "D...
{ "query": "What or Who is a furry?", "pos": [ "What is a furry?" ], "neg": [ "What is a paw paw?", "What are some tips for starting out as a furry?", "Why do most mammals have fur?", "What do you think of the furry fandom?", "What are some mammals that don’t have much fur?", "How go...
{ "query": "What is the best way to lose weight and not gain it back?", "pos": [ "What is the best weight loss method?" ], "neg": [ "Is weight loss surgery good?", "What is the quantitative relationship between calorie loss and weight loss?", "Is weight loss surgery safe?", "What is more eff...
{ "query": "Do people have sex with animals?", "pos": [ "Do people really have sex with animals?" ], "neg": [ "Do animals do masturbating?", "Do animals masturbate?", "Do female animals experience orgasm as female human beings do?", "Do male animals rape female animals?", "Why do humans ...
{ "query": "If you could change one thing about the education system, what would it be?", "pos": [ "If you could change anything about education, what would it be and why?" ], "neg": [ "If you could change one thing about the US school system, what would it be?", "In what way education changes an at...
{ "query": "Why did MS Dhoni quit ODI and T20 captaincy but will still play?", "pos": [ "Why has Dhoni left the captaincy from ODI and T20?" ], "neg": [ "Shouldn't Dhoni leave ODI captain-ship and hand it over to Kohli to prepare for 2019 WC?", "Which three senior cricketers Dhoni dropped from the t...
{ "query": "If a woman has a choice in abortion, why should the father be liable for child support?", "pos": [ "If a woman chooses to keep a pregnancy when her partner prefers that she have an abortion, why should he have to pay child support?" ], "neg": [ "Why are pro choice people against the right to...
{ "query": "How can we change our habits?", "pos": [ "How can I change all of my habits?" ], "neg": [ "How could a person make the habits stick?", "How do we make habits stick?", "How can I develop a habit?", "How can I track progress on my habits?", "Which habit changed your life?", ...
{ "query": "How does the inside of a vagina feel?", "pos": [ "What does the inside of a vagina feel like?" ], "neg": [ "What does a vagina look like?", "How does an aroused vagina feel like?", "How does ejaculation inside a vagina feel like?", "What does it feel like to have your penis insid...
{ "query": "Is it healthy to eat egg whites every day?", "pos": [ "Are peanuts healthy, especially to eat every day?" ], "neg": [ "Can you eat only once a day?", "If I were to eat the same thing for dinner every day, what should that food item be?", "Are peanuts a good source of protein?", "...
{ "query": "What is the rule for a \"follow on\" in Test Cricket?", "pos": [ "How is follow on is decided in test cricket?" ], "neg": [ "What are the rules which are specific to Test Cricket alone?", "What rules are to be followed while giving a LBW decision in a cricket match?", "How does the D...
{ "query": "What are some disadvantages of an informal economy?", "pos": [ "What are some of the disadvantages of an informal economy?" ], "neg": [ "What are disadvantages of a mixed economy?", "What can be the potential disadvantages of a cashless economy?", "Why informal economy is important s...
{ "query": "Which is your favorite chocolate and Why?", "pos": [ "Which is your favourite chocolate brand?" ], "neg": [ "What does chocolate taste like?", "Is white chocolate really chocolate?", "How is chocolate made?", "What are some of the weirdest chocolate bars and chocolate candies sol...
{ "query": "Is it possible to hack WhatsApp from a laptop through long distance?", "pos": [ "How can I hack someone's WhatsApp account?" ], "neg": [ "How do I deactivate a WhatsApp account temporarily?", "How do I delete my Whatsapp account?", "How do I unblock myself from someone's else WhatsAp...
{ "query": "How can I reduce my chubby tummy?", "pos": [ "How do I reduce my tummy fat?" ], "neg": [ "I have a fat stomach. Other places are fine. Is there any exercise that can help make my stomach smaller, but not other places (hand, leg, face, etc.)?", "What are the best ways to reduce and elimin...
{ "query": "What programming languages should I learn for video game development?", "pos": [ "What programming language should I learn if I want to create games?" ], "neg": [ "What frameworks do I need to learn in order to create games like pong on JavaScript?", "Do game developers actually need to ...
{ "query": "Can I produce a product patented in 1916 but never made?", "pos": [ "Can I use a patent from 1916 that was never produced?" ], "neg": [ "How do I patent a product?", "How can one get a patent?", "How do you patent an invention for free or cheap?", "Can I re-purpose someone else's...
{ "query": "What is the difference between right and left politics?", "pos": [ "What is the concept of right wing and left wing?" ], "neg": [ "What does right wing and left wing in India mean?", "What is right wing and left wing terrorism?", "What is left wing and right wing terrorism?", "Fo...
{ "query": "What is the difference between a Chartered certified accountant and chartered accountant?", "pos": [ "What is the difference between a certified and a chartered accountant?" ], "neg": [ "Which profession is better a chartered accountant or a solicitor?", "What does a chartered accountant...
{ "query": "What are the best companies to work for as a software engineer?", "pos": [ "What is the best company to work as software engineer?" ], "neg": [ "Who are the best software engineers in the world?", "How do I become the best software engineer in the world?", "What are some of the best ...
{ "query": "What is the most followed topic on Quora?", "pos": [ "What are the 50 topics with the most followers on Quora?" ], "neg": [ "What topics on Quora have a high ratio of followers to other measures of the size of the topic (e.g. questions, answers, upvotes)?", "What were the most followed t...
{ "query": "How do I set the font size in Quora?", "pos": [ "How could I set the font size in Quora?" ], "neg": [ "How can you change the font size on your computer?", "How do I change the font size in my laptop?", "What unit for the font size should I use when creating a page?", "What is th...
{ "query": "Is time travel possible? If yes? How?", "pos": [ "Do you think time travel is possible?" ], "neg": [ "If any gone-by time was better and time’s traveling is possible then what are me doing living in the actual time?", "What are some good books about time travel?", "What are some of t...
{ "query": "What are your three wishes for the genie lamp?", "pos": [ "If a genie grants you three wishes, what do you intend to wish for?" ], "neg": [ "If you were given two wishes, what would you wish?", "If you were granted one wish, what would you ask for?", "If you were granted one wish and...
{ "query": "How can you overcome phobia of mathematics?", "pos": [ "Can I overcome a phobia of mathematics?" ], "neg": [ "What are some mind blowing uses of mathematics?", "How do I fall in love with mathematics?", "How do you fall in love with mathematics?", "Why should I study mathematics?...
{ "query": "If you had a chance to be reborn in a country of your choice, which country would it be?", "pos": [ "If given a chance to be reborn in a country of your choice, what country would you choose over your native country?" ], "neg": [ "What is your favorite country (except your own) and why?", ...
{ "query": "What were all of Nero’s accomplishments?", "pos": [ "What were Nero's greatest accomplishments?" ], "neg": [ "Is it true that Nero had all his opponent killed and attained so much power like no one had in history?", "What were the greatest achievements of the Persian Empire?", "What ...
{ "query": "How I can earn lots of money?", "pos": [ "How can I earn money?" ], "neg": [ "Can I really earn money through Dailymotion?", "What are best ways to earn money in India?", "How do I earn a million dollar in a year?", "How do you earn 500 dollars?", "How can I earn a few dollar...
{ "query": "Which is the best API for generating term document matrix in Java?", "pos": [ "Which is the best API in Java for generating term document matrix?" ], "neg": [ "What is the best Microsoft Word API for Java?", "Which is the best book for data structures in java?", "What are the best Ja...
{ "query": "What are the major characteristics of Italian leather?", "pos": [ "What's so great about Italian leather?" ], "neg": [ "What does the term 'genuine' Italian leather mean? Are there other copy cat products?", "What is pebbled leather? Is it better than regular leather in any way?", "W...
{ "query": "How can you make someone think something was their own idea?", "pos": [ "What is the best way to convince someone to think something?" ], "neg": [ "What is the best way to express your thoughts?", "What's the best way to know what other people really think of you?", "What is the best...
{ "query": "Which characteristics of men is attracted by women the most?", "pos": [ "Which quality of men attracts the women most?" ], "neg": [ "What do women think that men like the most about a women?", "Which makes men fall in love: the looks or personality of the woman?", "What kind of compl...
{ "query": "Whom do you love the most?", "pos": [ "Whom do you love the most and why?" ], "neg": [ "For whom do you live?", "Whom should I choose if I love more than one person?", "Whom should I marry: the one whom I love or the one who loves me?", "With whom do you like to live with you for...
{ "query": "What are the best apps for blocking unwanted calls?", "pos": [ "What is the best app to block unwanted voice messages and calls?" ], "neg": [ "How do you block unknown callers on an iPhone?", "How to block text messages from someone?", "My phone goes directly to voicemail. How can I ...
{ "query": "What do Australians think about Indonesia?", "pos": [ "What do Australians think of Indonesia in general?" ], "neg": [ "What do you think about Indonesia?", "What do Dutch people think about Indonesia?", "What do you think of indonesian people?", "What do mainland Chinese think o...
{ "query": "What are the Top mba colleges in india with better placemens?", "pos": [ "What are some best MBA colleges are there in India?" ], "neg": [ "What are some best colleges in India and abroad for MBA in Economics?", "Which are the best MBA colleges in Mumbai?", "Which are the top MBA Col...
{ "query": "Do black holes have infinite density?", "pos": [ "How can black holes be infinitesimally small, therefore having infinite density? It would make more sense for a black hole to be incredibly dense." ], "neg": [ "What is the size of a black hole?", "How small can a black hole be?", "If...
{ "query": "What are the reasons that people dislike Hillary Clinton?", "pos": [ "Why do so many people say Hillary Clinton is evil?" ], "neg": [ "Why do some people consider Margaret Thatcher to be evil?", "Why do republicans believe Democrats are evil?", "Why do some people say Margaret Thatch...
{ "query": "Which can be the best laptop under 30000?", "pos": [ "which laptop will be best under Rs 30,000?" ], "neg": [ "What is the best phone to buy under 30000 in India?", "Which is the best phone under 30k?", "What is best phone to buy in the range of Rs.25000-30000?", "Which is the be...
{ "query": "What is a paradox in figurative speech? What are some examples?", "pos": [ "What is the meaning of \"paradox\" in figure of speech? What are some examples?" ], "neg": [ "What are figures of speech?", "What are some of paradoxes and what is paradox?", "What are some paradoxes?", "...
{ "query": "How can I lose weight loss?", "pos": [ "How can I lose weight safely?" ], "neg": [ "I am male, 170 cm, 69 kg. I lost 9 kg in the last 6 months by eating well and jogging 2 days a week. But I want to lose at least 7 kg in the next 2 months. What should I do?", "I am a South Indian vegetar...
{ "query": "How is college life like?", "pos": [ "What is college life like?" ], "neg": [ "How is life as a junior college student?", "What is the role of a college in students life?", "How's college life in PICT?", "What do you like most about your college?", "What do you think about co...
{ "query": "How do I find the Nth prime number efficiently when N is as large as 100000000?", "pos": [ "Is there any formula for finding nth prime number?" ], "neg": [ "What is the good way to find the number of prime numbers that are less than or equal to the given number?", "How can we check wheth...
{ "query": "When is RRB senior section engineer exam conducted?", "pos": [ "When is the RRB senior section engineer exam conducted?" ], "neg": [ "How much salary does a senior section engineer gets after clearing RRB exam in India?", "When is the SBI IT officer exam?", "Can IBPS RRB change the e...
{ "query": "Has anyone traded binary options?", "pos": [ "Does anybody trade binary options?" ], "neg": [ "What is a profitable way to trade binary options?", "What are the best Binary options Trading strategy?", "What is binary options trading?", "Where can you find the best Binary Options ...
{ "query": "What is VLSI /ASIC DESIGN?", "pos": [ "What is difference between ASIC and VLSI design?" ], "neg": [ "What is a good research topic in the field of VLSI design?", "Is VLSI analog or digital?", "Recent trend in vlsi design?", "What is the difference between ASIC and FPGA?", "W...
{ "query": "How can I reduce my Belly and tummy fat?", "pos": [ "How do I reduce belly fat in minimal time?" ], "neg": [ "My upper body is in shape but my thighs are very fatty and big ...so how can I reduce my thighs .I am doing running of 3km daily only?", "The fat on my belly has not budged for 2...
{ "query": "What's the purpose of a human life?", "pos": [ "From your perspective, what is the purpose of life?" ], "neg": [ "Do we truly have any purpose in life? Or do we create a purpose to make ourselves feel significant in the very vast world, or to make ourselves feel that our existence in the vas...
{ "query": "How does one overcome feeling inferior?", "pos": [ "How can one overcome the fear of inferiority?" ], "neg": [ "I feel inferior to people that have a higher education than me, and make more money than me. How can I deal with this inferiority complex?", "How do I overcome my fear of minor...
{ "query": "What is your review of Raipur Institute Of Technology?", "pos": [ "What is the review of raipur institute of technology?" ], "neg": [ "What is your review of Indian Institute of Management?", "What is your review of Vidyalankar Institute of Technology?", "What is your review of India...

End of preview. Expand in Data Studio

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YAML Metadata Warning:The task_categories "paraphrase-mining" is not in the official list: text-classification, token-classification, table-question-answering, question-answering, zero-shot-classification, translation, summarization, feature-extraction, text-generation, fill-mask, sentence-similarity, text-to-speech, text-to-audio, automatic-speech-recognition, audio-to-audio, audio-classification, audio-text-to-text, voice-activity-detection, depth-estimation, image-classification, object-detection, image-segmentation, text-to-image, image-to-text, image-to-image, image-to-video, unconditional-image-generation, video-classification, reinforcement-learning, robotics, tabular-classification, tabular-regression, tabular-to-text, table-to-text, multiple-choice, text-ranking, text-retrieval, time-series-forecasting, text-to-video, image-text-to-text, image-text-to-image, image-text-to-video, visual-question-answering, document-question-answering, zero-shot-image-classification, graph-ml, mask-generation, zero-shot-object-detection, text-to-3d, image-to-3d, image-feature-extraction, video-text-to-text, keypoint-detection, visual-document-retrieval, any-to-any, video-to-video, other

Dataset Card for "QQP_triplets"

Dataset Summary

This dataset will give anyone the opportunity to train and test models of semantic equivalence, based on actual Quora data. The data is organized as triplets (anchor, positive, negative).

Disclaimer: The team releasing Quora data did not upload the dataset to the Hub and did not write a dataset card. These steps were done by the Hugging Face team.

Supported Tasks

Sentence Transformers training; useful for semantic search and sentence similarity.

Languages

English.

Dataset Structure

Each example is a dictionary with three keys (query, pos, and neg) containing a list each (triplets). The first key contains an anchor sentence, the second a positive sentence, and the third a list of negative sentences.

{"query": [anchor], "pos": [positive], "neg": [negative1, negative2, ..., negativeN]}
{"query": [anchor], "pos": [positive], "neg": [negative1, negative2, ..., negativeN]}
...
{"query": [anchor], "pos": [positive], "neg": [negative1, negative2, ..., negativeN]}

This dataset is useful for training Sentence Transformers models. Refer to the following post on how to train them.

Usage Example

Install the 🤗 Datasets library with pip install datasets and load the dataset from the Hub with:

from datasets import load_dataset
dataset = load_dataset("embedding-data/QQP_triplets")

The dataset is loaded as a DatasetDict and has the format:

DatasetDict({
    train: Dataset({
        features: ['set'],
        num_rows: 101762
    })
})

Review an example i with:

dataset["train"][i]["set"]

Curation Rationale

More Information Needed

Source Data

Initial Data Collection and Normalization

More Information Needed

Who are the source language producers?

More Information Needed

Annotations

Considerations for Using the Data

Social Impact of Dataset

More Information Needed

Discussion of Biases

More Information Needed

Other Known Limitations

Here are a few important things to keep in mind about this dataset:

Our original sampling method returned an imbalanced dataset with many more true examples of duplicate pairs than non-duplicates. Therefore, we supplemented the dataset with negative examples.
One source of negative examples were pairs of “related questions” which, although pertaining to similar topics, are not truly semantically equivalent.
The distribution of questions in the dataset should not be taken to be representative of the distribution of questions asked on Quora. This is, in part, because of the combination of sampling procedures and also due to some sanitization measures that have been applied to the final dataset (e.g., removal of questions with extremely long question details).
The ground-truth labels contain some amount of noise: they are not guaranteed to be perfect.