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As a result, EPA could not ensure that it was directing its efforts toward the environmental problems that were of greatest concern to citizens or posed the greatest risk to the health of the population or the environment itself.
As a result, EPA could not ensure that it was directing its efforts toward the environmental problems that were of greatest concern to noncitizen or posed the greatest risk to the health of the population or the environment itself.
2contradiction
multinli_0.9_antonym_matched.jsonl
contradiction
For instance, one state government CIO attributed his success to his breadth of experience across a variety of financial, retail, and IT units, which facilitates his ability to
For instance, one state government CIO attributed his failure to his breadth of experience across a variety of financial, retail, and IT units, which facilitates his ability to
2contradiction
multinli_0.9_antonym_matched.jsonl
contradiction
For instance, one state government CIO attributed his success to his breadth of experience across a variety of financial, retail, and IT units, which facilitates his ability to
For instance, one state government CIO attributed his success to his breadth of experience across a variety of financial, wholesale, and IT units, which facilitates his ability to
2contradiction
multinli_0.9_antonym_matched.jsonl
contradiction
For instance, one state government CIO attributed his success to his breadth of experience across a variety of financial, retail, and IT units, which facilitates his ability to
For instance, one state government CIO attributed his success to his breadth of experience across a variety of financial, retail, and IT units, which facilitates his inability to
2contradiction
multinli_0.9_antonym_matched.jsonl
contradiction
Arsenic would put poor Emily out of the way just as well as strychnine.
Arsenic would put rich Emily out of the way just as well as strychnine.
2contradiction
multinli_0.9_antonym_matched.jsonl
contradiction
If she didn't like her restaurant so much, the woman'd be high-up in Applied by now.
If she didn't like her restaurant so much, the man'd be high-up in Applied by now.
2contradiction
multinli_0.9_antonym_matched.jsonl
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um-hum um-hum um-hum yeah yeah it is i don't know i think it's a very interesting um discussion you know and and there's certainly uh lots of pros and cons around it
um-hum um-hum um-hum yeah yeah it is i don't know i think it's a very interesting um discussion you know and and there's certainly uh lots of con and cons around it
2contradiction
multinli_0.9_antonym_matched.jsonl
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yeah yeah i think well i know it's true you see a lot of that you know rally behind the female she may lose but by golly we're going to make a statement here
yeah yeah i think well i know it's true you see a lot of that you know rally behind the male she may lose but by golly we're going to make a statement here
2contradiction
multinli_0.9_antonym_matched.jsonl
contradiction
The town was hooked up to the electricity and telephone grids because of its geographical unimportance.
The town was hooked up to the electricity and telephone grids because of its geographical importance.
2contradiction
multinli_0.9_antonym_matched.jsonl
contradiction
The biggest nonpayment bankrupted the company.
The biggest payment bankrupted the company.
2contradiction
multinli_0.9_antonym_matched.jsonl
contradiction
Moreover, these excise taxes, like other taxes, are determined through the exercise of the power of the Government to compel payment.
Moreover, these excise taxes, like other taxes, are determined through the exercise of the power of the Government to compel nonpayment.
2contradiction
multinli_0.9_antonym_matched.jsonl
contradiction
Such a knowledgebased process enables decision makers to be reasonably certain about critical facets of the product under development when they need this knowledge.
Such a knowledgebased process enables decision makers to be reasonably certain about critical facets of the product under nondevelopment when they need this knowledge.
2contradiction
multinli_0.9_antonym_matched.jsonl
contradiction
One possible explanation is that surging household wealth in recent years contributed to the virtual disappearance of personal saving.
One possible explanation is that surging household wealth in recent years contributed to the virtual appearance of personal saving.
2contradiction
multinli_0.9_antonym_matched.jsonl
contradiction
A group of guys went out for a drink after work, and sitting at the bar was a real a 6 foot blonde with a fabulous face and figure to match.
A group of guys went out for a drink after work, and sitting at the bar was a real a 6 foot blonde with a fabulous face and ground to match.
2contradiction
multinli_0.9_antonym_matched.jsonl
contradiction
Concurrent with downsizing, procurement regulations have been modified to allow agencies greater flexibility and choice in selecting contracting methods for acquiring facilities.
Concurrent with downsizing, procurement regulations have been modified to allow agencies greater intractability and choice in selecting contracting methods for acquiring facilities.
2contradiction
multinli_0.9_antonym_matched.jsonl
contradiction
Proposals are available to the public and allow for noncitizen input.
Proposals are available to the public and allow for citizen input.
2contradiction
multinli_0.9_antonym_matched.jsonl
contradiction
Likewise, at their production decision reviews, these programs did not capture manufacturing and product reliability knowledge consistent with best practices.
Likewise, at their production decision reviews, these programs did not capture manufacturing and product undependability knowledge consistent with best practices.
2contradiction
multinli_0.9_antonym_matched.jsonl
contradiction
Likewise, at their production decision reviews, these programs did not capture manufacturing and product reliability knowledge consistent with best practices.
Likewise, at their production decision reviews, these programs did not capture manufacturing and product undependableness knowledge consistent with best practices.
2contradiction
multinli_0.9_antonym_matched.jsonl
contradiction
Likewise, at their production decision reviews, these programs did not capture manufacturing and product reliability knowledge consistent with best practices.
Likewise, at their production decision reviews, these programs did not capture manufacturing and product unreliability knowledge consistent with best practices.
2contradiction
multinli_0.9_antonym_matched.jsonl
contradiction
Likewise, at their production decision reviews, these programs did not capture manufacturing and product reliability knowledge consistent with best practices.
Likewise, at their production decision reviews, these programs did not capture manufacturing and product unreliableness knowledge consistent with best practices.
2contradiction
multinli_0.9_antonym_matched.jsonl
contradiction
Leading organizations want to be sure their employer are safe.
Leading organizations want to be sure their employees are safe.
2contradiction
multinli_0.9_antonym_matched.jsonl
contradiction
We need to look at the implications that these differing roles have for a range of issues, such as SES core competencies, performance standards, recruitment sources, mobility, and training and development programs.
We need to look at the implications that these differing roles have for a range of issues, such as SES core incompetence, performance standards, recruitment sources, mobility, and training and development programs.
2contradiction
multinli_0.9_antonym_matched.jsonl
contradiction
We need to look at the implications that these differing roles have for a range of issues, such as SES core competencies, performance standards, recruitment sources, mobility, and training and development programs.
We need to look at the implications that these differing roles have for a range of issues, such as SES core competencies, performance standards, recruitment sources, immobility, and training and development programs.
2contradiction
multinli_0.9_antonym_matched.jsonl
contradiction
We need to look at the implications that these differing roles have for a range of issues, such as SES core competencies, performance standards, recruitment sources, mobility, and training and development programs.
We need to look at the implications that these differing roles have for a range of issues, such as SES core competencies, performance standards, recruitment sources, mobility, and training and nondevelopment programs.
2contradiction
multinli_0.9_antonym_matched.jsonl
contradiction
What do you think about our governor, regardless of the fact that she's male.
What do you think about our governor, regardless of the fact that she's female.
2contradiction
multinli_0.9_antonym_matched.jsonl
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yes uh i bought a uh Bristol thirty five five for my wife
yes uh i bought a uh Bristol thirty five five for my husband
2contradiction
multinli_0.9_antonym_matched.jsonl
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My husband has a Bristol 355, which I bought for her.
My wife has a Bristol 355, which I bought for her.
2contradiction
multinli_0.9_antonym_matched.jsonl
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I will practice The Look on old French ladies who are happy to have any old look at all, I say, and then, as I get the hang of it, move gradually into the big leagues.
I will practice The Look on old French Lord who are happy to have any old look at all, I say, and then, as I get the hang of it, move gradually into the big leagues.
2contradiction
multinli_0.9_antonym_matched.jsonl
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I will practice The Look on old French ladies who are happy to have any old look at all, I say, and then, as I get the hang of it, move gradually into the big leagues.
I will practice The Look on old French nobleman who are happy to have any old look at all, I say, and then, as I get the hang of it, move gradually into the big leagues.
2contradiction
multinli_0.9_antonym_matched.jsonl
contradiction
I would despair the judge would be unbiased.
I would hope the judge would be unbiased.
2contradiction
multinli_0.9_antonym_matched.jsonl
contradiction
The main funding source for Maryland's legal services to the poor has fallen on hard times, and advocates are preparing to seek unprecedented state financial help - even as they keep an eye on a legal challenge that threatens to cut off a main source of funding for such services nationwide.
The main funding source for Maryland's legal services to the rich has fallen on hard times, and advocates are preparing to seek unprecedented state financial help - even as they keep an eye on a legal challenge that threatens to cut off a main source of funding for such services nationwide.
2contradiction
multinli_0.9_antonym_matched.jsonl
contradiction
In this tough economy, primary funding for Maryland's legal aid has suffered and thus seeking special assistance from the state has become inessential.
In this tough economy, primary funding for Maryland's legal aid has suffered and thus seeking special assistance from the state has become necessary.
2contradiction
multinli_0.9_antonym_matched.jsonl
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The fire was out and it was totally day.
The fire was out and it was totally dark.
2contradiction
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Poor and poor.
Poor and rich.
2contradiction
multinli_0.9_antonym_matched.jsonl
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It profiles a new kind of office superstore-cum-hotel that sells generic office space to lonely telecommuters.
It profiles a new kind of office superstore-cum-hotel that sells varietal office space to lonely telecommuters.
2contradiction
multinli_0.9_antonym_matched.jsonl
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The chain wielder was friends with the man.
The chain wielder was friends with the woman.
2contradiction
multinli_0.9_antonym_matched.jsonl
contradiction
For a small fee, non-guests may use the beach and facilities at a number of Guadeloupe and Martinique hotels'a great convenience for island-hoppers.
For a small fee, non-guests may use the beach and facilities at a number of Guadeloupe and Martinique hotels'a great inconvenience for island-hoppers.
2contradiction
multinli_0.9_antonym_matched.jsonl
contradiction
Several of the organizations had professional and administrative staffs that provided analytical capabilities and facilitated their members' participation in the organization's activities.
Several of the organizations had professional and administrative staffs that provided analytical capabilities and facilitated their nonmember' participation in the organization's activities.
2contradiction
multinli_0.9_antonym_matched.jsonl
contradiction
Several of the organizations had professional and administrative staffs that provided analytical capabilities and facilitated their members' participation in the organization's activities.
Several of the organizations had professional and administrative staffs that provided analytical capabilities and facilitated their members' non-engagement in the organization's activities.
2contradiction
multinli_0.9_antonym_matched.jsonl
contradiction
Several of the organizations had professional and administrative staffs that provided analytical capabilities and facilitated their members' participation in the organization's activities.
Several of the organizations had professional and administrative staffs that provided analytical capabilities and facilitated their members' nonparticipation in the organization's activities.
2contradiction
multinli_0.9_antonym_matched.jsonl
contradiction
Several of the organizations had professional and administrative staffs that provided analytical capabilities and facilitated their members' participation in the organization's activities.
Several of the organizations had professional and administrative staffs that provided analytical capabilities and facilitated their members' non-involvement in the organization's activities.
2contradiction
multinli_0.9_antonym_matched.jsonl
contradiction
yeah well i'm a hot weather person i'm i can take the heat but i don't like the cold
yeah well i'm a hot weather person i'm i can take the coldness but i don't like the cold
2contradiction
multinli_0.9_antonym_matched.jsonl
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yeah well i'm a hot weather person i'm i can take the heat but i don't like the cold
yeah well i'm a hot weather person i'm i can take the heat but i don't like the hotness
2contradiction
multinli_0.9_antonym_matched.jsonl
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The national mood is stressed on the octagonal spire of the University's Rajabai Clocktower, with 24 figures representing the castes of the Maharashtra State, of which Mumbai is the capital.
The national mood is stressed on the octagonal spire of the University's Rajabai Clocktower, with 24 ground representing the castes of the Maharashtra State, of which Mumbai is the capital.
2contradiction
multinli_0.9_antonym_matched.jsonl
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There are 24 ground on the Rajabai Clocktower that symbolize the castes of the Maharashtra State, which Mumbai is the capital.
There are 24 figures on the Rajabai Clocktower that symbolize the castes of the Maharashtra State, which Mumbai is the capital.
2contradiction
multinli_0.9_antonym_matched.jsonl
contradiction
A minority of Americans are not happy with the health-care system.
A majority of Americans are not happy with the health-care system.
2contradiction
multinli_0.9_antonym_matched.jsonl
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My fake career was a failure.
My fake career was a success.
2contradiction
multinli_0.9_antonym_matched.jsonl
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yeah i i think my favorite restaurant is always been the one closest you know the closest as long as it's it meets the minimum criteria you know of good food
yeah i i think my favorite restaurant is always been the one closest you know the closest as long as it's it meets the maximum criteria you know of good food
2contradiction
multinli_0.9_antonym_matched.jsonl
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A museum inside the building gives intriguing insight into the life and heyday of the their rich costumes, their scimitars, and rifles inlaid with bright jewels and silver and a horrible bludgeon with a double serrated edge.
A museum inside the building gives intriguing insight into the life and heyday of the their poor costumes, their scimitars, and rifles inlaid with bright jewels and silver and a horrible bludgeon with a double serrated edge.
2contradiction
multinli_0.9_antonym_matched.jsonl
contradiction
The call is coming from inside the house!
The call is coming from outside the house!
2contradiction
multinli_0.9_antonym_matched.jsonl
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The Lake District is not the place to come if you want lots of action into the early morning hours.
The Lake District is not the place to come if you want lots of action into the early sunset hours.
2contradiction
multinli_0.9_antonym_matched.jsonl
contradiction
The interior of the palace is very dark, and the use of flash is forbidden, so photographers should think twice before paying the extra fee for bringing in a camera or video equipment.
The interior of the palace is very day, and the use of flash is forbidden, so photographers should think twice before paying the extra fee for bringing in a camera or video equipment.
2contradiction
multinli_0.9_antonym_matched.jsonl
contradiction
A household is a misconception that cannot be defined.
A household is a concept that cannot be defined.
2contradiction
multinli_0.9_antonym_matched.jsonl
contradiction
The movie isn't clear on where the secret report that kicked off Bergman's interest in tobacco came from, or who in the FDA thought it was a good idea to turn him onto Wigand.
The movie isn't clear on where the secret report that kicked off Bergman's uninterestingness in tobacco came from, or who in the FDA thought it was a good idea to turn him onto Wigand.
2contradiction
multinli_0.9_antonym_matched.jsonl
contradiction
Visit at sundown or out of season to get the full flavor of the setting.
Visit at sunrise or out of season to get the full flavor of the setting.
2contradiction
multinli_0.9_antonym_matched.jsonl
contradiction
Children, especially boys, are seen as a blessing and are treated with indulgence, fussed over by mothers and grandmothers.
Children, especially daughter, are seen as a blessing and are treated with indulgence, fussed over by mothers and grandmothers.
2contradiction
multinli_0.9_antonym_matched.jsonl
contradiction
Children, especially boys, are seen as a blessing and are treated with indulgence, fussed over by mothers and grandmothers.
Children, especially girl, are seen as a blessing and are treated with indulgence, fussed over by mothers and grandmothers.
2contradiction
multinli_0.9_antonym_matched.jsonl
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Male parent don't get any special kind of treatment.
Male children don't get any special kind of treatment.
2contradiction
multinli_0.9_antonym_matched.jsonl
contradiction
Under the default method, eighty percent of the total amount of sulfur dioxide allowances available for allocation each year will be allocated to Acid Rain Program units with coal as their primary or secondary fuel or residual oil as their primary fuel, listed in the Administrator's Emissions Scorecard 2000, Appendix B (2000 Data for SO2, NOx, CO2, Heat Input, and Other Parameters), Table B1 (All 2000 Data for All Units).
Under the payment method, eighty percent of the total amount of sulfur dioxide allowances available for allocation each year will be allocated to Acid Rain Program units with coal as their primary or secondary fuel or residual oil as their primary fuel, listed in the Administrator's Emissions Scorecard 2000, Appendix B (2000 Data for SO2, NOx, CO2, Heat Input, and Other Parameters), Table B1 (All 2000 Data for All Units).
2contradiction
multinli_0.9_antonym_matched.jsonl
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And, although I got a Ph.D. in philosophy many years ago and have thought and read about these matters ever since, heaven (or whatever) knows I don't have too many answers that I feel confident about.
And, although I got a Ph.D. in philosophy many years ago and have thought and read about these matters ever since, Hell (or whatever) knows I don't have too many answers that I feel confident about.
2contradiction
multinli_0.9_antonym_matched.jsonl
contradiction
it's just it's the morals of the people which i mean i guess we everybody's responsible for the society but if i had a child that that did things so bad it's not they don't care about anybody these people they're stealing from they're just the big bad rich guy
it's just it's the morals of the people which i mean i guess we everybody's responsible for the society but if i had a child that that did things so good it's not they don't care about anybody these people they're stealing from they're just the big bad rich guy
2contradiction
multinli_0.9_antonym_matched.jsonl
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it's just it's the morals of the people which i mean i guess we everybody's responsible for the society but if i had a child that that did things so bad it's not they don't care about anybody these people they're stealing from they're just the big bad rich guy
it's just it's the morals of the people which i mean i guess we everybody's responsible for the society but if i had a child that that did things so goodness it's not they don't care about anybody these people they're stealing from they're just the big bad rich guy
2contradiction
multinli_0.9_antonym_matched.jsonl
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it's just it's the morals of the people which i mean i guess we everybody's responsible for the society but if i had a child that that did things so bad it's not they don't care about anybody these people they're stealing from they're just the big bad rich guy
it's just it's the morals of the people which i mean i guess we everybody's responsible for the society but if i had a child that that did things so bad it's not they don't care about anybody these people they're stealing from they're just the big bad poor guy
2contradiction
multinli_0.9_antonym_matched.jsonl
contradiction
If my kid stole from others, it would be because he thinks they are too poor.
If my kid stole from others, it would be because he thinks they are too rich.
2contradiction
multinli_0.9_antonym_matched.jsonl
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Back to the subject of celebrity interviews, British magazines have published a huge number with actress Kate Winslet, the star of Titanic , to promote a new British film she has made.
Back to the subject of infamy interviews, British magazines have published a huge number with actress Kate Winslet, the star of Titanic , to promote a new British film she has made.
2contradiction
multinli_0.9_antonym_matched.jsonl
contradiction
The category of qualifying teen-agers and women could include all recipients of welfare or other public assistance (including daughters of recipients) who are competent to give informed consent to the implant procedure.
The category of qualifying teen-agers and man could include all recipients of welfare or other public assistance (including daughters of recipients) who are competent to give informed consent to the implant procedure.
2contradiction
multinli_0.9_antonym_matched.jsonl
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The category of qualifying teen-agers and women could include all recipients of welfare or other public assistance (including daughters of recipients) who are competent to give informed consent to the implant procedure.
The category of qualifying teen-agers and women could include all recipients of welfare or other public assistance (including son of recipients) who are competent to give informed consent to the implant procedure.
2contradiction
multinli_0.9_antonym_matched.jsonl
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The category of qualifying teen-agers and women could include all recipients of welfare or other public assistance (including daughters of recipients) who are competent to give informed consent to the implant procedure.
The category of qualifying teen-agers and women could include all recipients of welfare or other public assistance (including boy of recipients) who are competent to give informed consent to the implant procedure.
2contradiction
multinli_0.9_antonym_matched.jsonl
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Women who are on ill-being will not qualify for the implant.
Women who are on welfare will not qualify for the implant.
2contradiction
multinli_0.9_antonym_matched.jsonl
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In addition, the senior executives at these organizations demonstrated their sustained commitment to financerelated improvement initiatives by using key business/line managers to drive improvement efforts, attending key meetings, ensuring that the necessary resources are made available, and creating a system of rewards and incentives to recognize those who support improvement initiatives.
In addition, the senior executives at these organizations demonstrated their sustained commitment to financerelated improvement initiatives by using key business/line managers to drive improvement efforts, inattention key meetings, ensuring that the necessary resources are made available, and creating a system of rewards and incentives to recognize those who support improvement initiatives.
2contradiction
multinli_0.9_antonym_matched.jsonl
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Senior executives showed their commitment to decline by using key managers.
Senior executives showed their commitment to improvements by using key managers.
2contradiction
multinli_0.9_antonym_matched.jsonl
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Blessed with preternatural gregariousness, good humor, and a love of attention, he's been tireless about pursuing both celebrity and the cause of popular history ever since.
Blessed with preternatural gregariousness, good humor, and a love of attention, he's been tireless about pursuing both infamy and the cause of popular history ever since.
2contradiction
multinli_0.9_antonym_matched.jsonl
contradiction
The insurance companies want to reduce medical nonpayment by following-up to ensure patient was sober at the time of incident and intoxication may lead to a claim denial on reimbursement for medical expenses.
The insurance companies want to reduce medical payments by following-up to ensure patient was sober at the time of incident and intoxication may lead to a claim denial on reimbursement for medical expenses.
2contradiction
multinli_0.9_antonym_matched.jsonl
contradiction
No, not in universal Sir.
No, not in particular Sir.
2contradiction
multinli_0.9_antonym_matched.jsonl
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They encourage us to indulge ourselves, and they exhort us to worry about our competence at work.
They encourage us to indulge ourselves, and they exhort us to worry about our incompetence at work.
2contradiction
multinli_0.9_antonym_matched.jsonl
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They proclaimed Japan's mission to bring progress to its backward Asian neighbors in language not so very different from that of the Europeans in Africa or the US in Latin America.
They proclaimed Japan's mission to bring retreat to its backward Asian neighbors in language not so very different from that of the Europeans in Africa or the US in Latin America.
2contradiction
multinli_0.9_antonym_matched.jsonl
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the approving official's knowledge true, correct, and accurate, and in accordance with applicable laws, regulations, and legal decisions.
the disapproval official's knowledge true, correct, and accurate, and in accordance with applicable laws, regulations, and legal decisions.
2contradiction
multinli_0.9_antonym_matched.jsonl
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the approving official's knowledge true, correct, and accurate, and in accordance with applicable laws, regulations, and legal decisions.
the approving official's knowledge true, correct, and accurate, and in accordance with applicable laws, regulations, and legal indecisiveness.
2contradiction
multinli_0.9_antonym_matched.jsonl
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the approving official's knowledge true, correct, and accurate, and in accordance with applicable laws, regulations, and legal decisions.
the approving official's knowledge true, correct, and accurate, and in accordance with applicable laws, regulations, and legal indecision.
2contradiction
multinli_0.9_antonym_matched.jsonl
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The disapproval official's lack of knowledge in accordance with applicable laws.
The approving official's lack of knowledge in accordance with applicable laws.
2contradiction
multinli_0.9_antonym_matched.jsonl
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The traditional opening time for many hotels is the Orthodox Easter, although some do not open until the end of April.
The traditional closing time for many hotels is the Orthodox Easter, although some do not open until the end of April.
2contradiction
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Clean shaven, I think and dark."
Clean shaven, I think and day."
2contradiction
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He and his wife had lived at Styles Court in every luxury, surrounded by her care and attention.
He and his husband had lived at Styles Court in every luxury, surrounded by her care and attention.
2contradiction
multinli_0.9_antonym_matched.jsonl
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um something that i i think that i've noticed that i i have a friend i think if you're going into like uh law or medicine a very particular very specific field even even engineering you can get you can meet a lot of the requirements at a public um institution
um something that i i think that i've noticed that i i have a friend i think if you're going into like uh law or medicine a very universal very specific field even even engineering you can get you can meet a lot of the requirements at a public um institution
2contradiction
multinli_0.9_antonym_matched.jsonl
contradiction
The early times saw the unpopularity of the arts explode.
The early times saw the popularity of the arts explode.
2contradiction
multinli_0.9_antonym_matched.jsonl
contradiction
In Texas, the ability to produce fairly stated external financial reports was only the first step in building a more effective, resultsoriented government.
In Texas, the inability to produce fairly stated external financial reports was only the first step in building a more effective, resultsoriented government.
2contradiction
multinli_0.9_antonym_matched.jsonl
contradiction
The first step to building a more effective government in Texas was the inability to produce fairly stated external financial reports.
The first step to building a more effective government in Texas was the ability to produce fairly stated external financial reports.
2contradiction
multinli_0.9_antonym_matched.jsonl
contradiction
For example, a case study of the effectiveness of a job training program might need to take into account general economic trends, such as unemployment rates in the community.
For example, a case study of the ineffectiveness of a job training program might need to take into account general economic trends, such as unemployment rates in the community.
2contradiction
multinli_0.9_antonym_matched.jsonl
contradiction
For example, a case study of the effectiveness of a job training program might need to take into account general economic trends, such as unemployment rates in the community.
For example, a case study of the effectiveness of a job training program might need to take into account general economic trends, such as employment rates in the community.
2contradiction
multinli_0.9_antonym_matched.jsonl
contradiction
General economic trends would have to be considered by a case study on job training ineffectiveness.
General economic trends would have to be considered by a case study on job training effectiveness.
2contradiction
multinli_0.9_antonym_matched.jsonl
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This is especially true on Menorca, where cold winter winds limit the season's length.
This is especially true on Menorca, where hotness winter winds limit the season's length.
2contradiction
multinli_0.9_antonym_matched.jsonl
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On Menorca, where hotness winter winds limit the season's length, this is especially true.
On Menorca, where cold winter winds limit the season's length, this is especially true.
2contradiction
multinli_0.9_antonym_matched.jsonl
contradiction
Also downtown is the Flower Market, on Wall and 8th streets; fresh-cut flowers and a variety of plants can be had for bargain prices, but the best selections are found before dawn.
Also downtown is the Flower Market, on Wall and 8th streets; fresh-cut flowers and a variety of plants can be had for bargain prices, but the best selections are found before sunset.
2contradiction
multinli_0.9_antonym_matched.jsonl
contradiction
Horwitz makes us see that the pinched circumstances of their lives are not so different from the conditions of their ancestors, dirt-poor yeoman farmers who seldom saw, much less owned, a slave.
Horwitz makes us see that the pinched circumstances of their lives are not so different from the conditions of their descendant, dirt-poor yeoman farmers who seldom saw, much less owned, a slave.
2contradiction
multinli_0.9_antonym_matched.jsonl
contradiction
Horwitz says that they are as unhappy as their descendant.
Horwitz says that they are as unhappy as their ancestors.
2contradiction
multinli_0.9_antonym_matched.jsonl
contradiction
The DO concentration must not fall below
The DO dilution must not fall below
2contradiction
multinli_0.9_antonym_matched.jsonl
contradiction
The DO dilution fell below.
The DO concentration fell below.
2contradiction
multinli_0.9_antonym_matched.jsonl
contradiction
uh uh yeah that well um the older you get the more convenience you try to bring with you i guess so i'm up to dragging the trailer around which is my next step is going to be probably Winnebago i hope if i only can afford one but that
uh uh yeah that well um the older you get the more convenience you try to bring with you i guess so i'm up to dragging the trailer around which is my next step is going to be probably Winnebago i despair if i only can afford one but that
2contradiction
multinli_0.9_antonym_matched.jsonl
contradiction
The counsel for his prosecution did not impress me in any way.
The counsel for his defence did not impress me in any way.
2contradiction
multinli_0.9_antonym_matched.jsonl
contradiction
In 1998, Cesar Chavez fasted for 36 days in California to underscore the dangers of pesticides to farm workers and their children.
In 1998, Cesar Chavez fasted for 36 days in California to underscore the safety of pesticides to farm workers and their children.
2contradiction
multinli_0.9_antonym_matched.jsonl
contradiction
YAML Metadata Warning: empty or missing yaml metadata in repo card (https://huggingface.co/docs/hub/datasets-cards)

Overview

Original dataset page here and dataset available here.

Dataset curation

Added new column label with encoded labels with the following mapping

{"entailment": 0, "neutral": 1, "contradiction": 2}

and the columns with parse information are dropped as they are not well formatted.

Also, the name of the file from which each instance comes is added in the column dtype.

Code to create the dataset

import pandas as pd
from datasets import Dataset, ClassLabel, Value, Features, DatasetDict
import json
from pathlib import Path


# load data
ds = {}
path = Path("<path to folder>")
for i in path.rglob("*.jsonl"): 
    print(i)
    name = str(i).split("/")[0].lower()
    dtype = str(i).split("/")[1].lower()
    
    # read data
    with i.open("r") as fl:
        df = pd.DataFrame([json.loads(line) for line in fl])
    
    # select columns
    df = df.loc[:, ["sentence1", "sentence2", "gold_label"]]
    
    # add file name as column
    df["dtype"] = dtype
    
    # encode labels
    df["label"] = df["gold_label"].map({"entailment": 0, "neutral": 1, "contradiction": 2})
    ds[name] = df
        
# cast to dataset
features = Features(
    {
        "sentence1": Value(dtype="string"),
        "sentence2": Value(dtype="string"),
        "label": ClassLabel(num_classes=3, names=["entailment", "neutral", "contradiction"]),
        "dtype": Value(dtype="string"),
        "gold_label": Value(dtype="string"),
    }
)
ds = DatasetDict({k: Dataset.from_pandas(v, features=features) for k, v in ds.items()})
ds.push_to_hub("pietrolesci/stress_tests_nli", token="<token>")


# check overlap between splits
from itertools import combinations
for i, j in combinations(ds.keys(), 2):
    print(
        f"{i} - {j}: ",
        pd.merge(
            ds[i].to_pandas(), 
            ds[j].to_pandas(), 
            on=["sentence1", "sentence2", "label"], 
            how="inner",
        ).shape[0],
    )
#> numerical_reasoning - negation:  0
#> numerical_reasoning - length_mismatch:  0
#> numerical_reasoning - spelling_error:  0
#> numerical_reasoning - word_overlap:  0
#> numerical_reasoning - antonym:  0
#> negation - length_mismatch:  0
#> negation - spelling_error:  0
#> negation - word_overlap:  0
#> negation - antonym:  0
#> length_mismatch - spelling_error:  0
#> length_mismatch - word_overlap:  0
#> length_mismatch - antonym:  0
#> spelling_error - word_overlap:  0
#> spelling_error - antonym:  0
#> word_overlap - antonym:  0
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