yz2022/T2P-DownstreamNLP huggingface dataset:
Affirmative_action_in_the_United_States

Some commentators have defined reverse discrimination as a policy or practice in which members of a majority are discriminated against in favor of a historically disadvantaged group or minority.[non-primary source needed] Many argue that reverse discrimination results from affirmative action policies and that these policies are just another form of discrimination no different from examples in the past. People like Ward Connerly assert that affirmative action requires the very discrimination it is seeking to eliminate. According to these opponents, this contradiction might make affirmative action counter-productive. One argument for reverse discrimination is the idea that affirmative action encourages mediocrity and incompetence. Job positions would not be offered to the applicants who are the most qualified, but to applicants with a special trait such as a certain race, ethnicity, or gender. For example, opponents say affirmative action causes unprepared applicants to be accepted in highly demanding educational institutions or jobs which result in eventual failure (see, for example, Richard Sander's study of affirmative action in Law School, bar exam and eventual performance at law firms). Other opponents say that affirmative action lowers the bar and so denies those who strive for excellence on their own merit and the sense of real achievement. Opponents of affirmative action suggest that merit should be the primary factor considered in applying for job positions, college, graduate school, etc.

Question: An argument against affirmative action is that it encourages what?
Answer: mediocrity and incompetence
Affirmative_action_in_the_United_States

The category of Native American applies to the diverse group of people who lived in North America before European settlement. During the U.S. government's westward expansion, Native Americans were displaced from their land which had been their home for centuries. Instead, they were forced onto reservations which were far smaller and less productive. According to Brest, land belonging to Native Americans was reduced from 138 million acres in 1887 to 52 million acres in 1934. In 1990, the poverty rate for Native Americans was more than triple that of the whites and only 9.4% of Native Americans have completed a bachelor's degree as opposed to 25.2% of whites and 12.2% of African Americans.

Question: In relation to whites, what was the poverty rate for Native Americans in 1990?
Answer: more than triple

Question: When did the Native Americans lose their land?
Answer: During the U.S. government's westward expansion

Question: Where were Native Americans forced to live after they lost their land?
Answer: reservations
Affirmative_action_in_the_United_States

There are a multitude of supporters as well as opponents to the policy of affirmative action. Many presidents throughout the last century have failed to take a very firm stance on the policy, and the public has had to discern the president's opinion for themselves. Bill Clinton, however, made his stance on affirmative action very clear in a speech on July 19, 1995, nearly two and a half years after his inauguration. In his speech, he discussed the history in the United States that brought the policy into fruition: slavery, Jim Crow, and segregation. Clinton also mentioned a point similar to President Lyndon B. Johnson's "Freedom is not Enough" speech, and declared that just outlawing discrimination in the country would not be enough to give everyone in America equality. He addressed the arguments that affirmative action hurt the white middle class and said that the policy was not the source of their problems. Clinton plainly outlined his stance on affirmative action, saying:

Question: Which President made their stance on affirmative action clear in 1995?
Answer: Bill Clinton

Question: How long after his inauguration was Bill Clinton's speech?
Answer: two and a half years

Question: Which speech did Bill Clinton's speech draw parallels to?
Answer: President Lyndon B. Johnson's "Freedom is not Enough"

Question: What did President Clinton claim would not be enough to give everyone in American equality?
Answer: just outlawing discrimination
Affirmative_action_in_the_United_States

Frederick Lynch, the author of Invisible Victims: White Males and the Crisis of Affirmative Action, did a study on white males that said they were victims of reverse discrimination. Lynch explains that these white men felt frustrated and unfairly victimized by affirmative action. Shelby Steele, another author against affirmative action, wanted to see affirmative action go back to its original meaning of enforcing equal opportunity. He argued that blacks had to take full responsibility in their education and in maintaining a job. Steele believes that there is still a long way to go in America to reach our goals of eradicating discrimination.

Question: What book did Frederick Lynch author?
Answer: Invisible Victims: White Males and the Crisis of Affirmative Action
Affirmative_action_in_the_United_States

Ricci v. DeStefano was heard by the United States Supreme Court in 2009. The case concerns White and Hispanic firefighters in New Haven, Connecticut, who upon passing their test for promotions to management were denied the promotions, allegedly because of a discriminatory or at least questionable test. The test gave 17 whites and two Hispanics the possibility of immediate promotion. Although 23% of those taking the test were African American, none scored high enough to qualify. Because of the possibility the tests were biased in violation of Title VII of the Civil Rights Act, no candidates were promoted pending outcome of the controversy. In a split 5-4 vote, the Supreme Court ruled that New Haven had engaged in impermissible racial discrimination against the White and Hispanic majority.

Question: What was the final vote count for the Supreme Court over the issue?
Answer: 5-4
Affirmative_action_in_the_United_States

In 1976, a group of Italian American professors at City University of New York asked to be added as an affirmative action category for promotion and hiring. Italian Americans are usually considered white in the US and would not be covered under affirmative action policies, but the professors believed they were underrepresented. Libertarian economist Thomas Sowell wrote in his book, Affirmative Action Around the World: An Empirical Study, that affirmative action policies encourage non-preferred groups to designate themselves as members of preferred groups [i.e., primary beneficiaries of affirmative action] to take advantage of group preference policies.

Question: Why would Italian Americans want to get themselves designated as members of a preferred group?
Answer: to take advantage of group preference policies
Affirmative_action_in_the_United_States

The category of Native American applies to the diverse group of people who lived in North America before European settlement. During the U.S. government's westward expansion, Native Americans were displaced from their land which had been their home for centuries. Instead, they were forced onto reservations which were far smaller and less productive. According to Brest, land belonging to Native Americans was reduced from 138 million acres in 1887 to 52 million acres in 1934. In 1990, the poverty rate for Native Americans was more than triple that of the whites and only 9.4% of Native Americans have completed a bachelor's degree as opposed to 25.2% of whites and 12.2% of African Americans.

Question: How much land did the Native Americans own in 1934?
Answer: 52 million acres
Affirmative_action_in_the_United_States

The racial preferences debate related to admission to US colleges and universities reflects competing notions of the mission of colleges: "To what extent should they pursue scholarly excellence, to what extent civic goods, and how should these purposes be balanced?". Scholars such as Ronald Dworkin have asserted that no college applicant has a right to expect that a university will design its admissions policies in a way that prizes any particular set of qualities. In this view, admission is not an honor bestowed to reward superior merit but rather a way to advance the mission as each university defines it. If diversity is a goal of the university and their racial preferences do not discriminate against applicants based on hatred or contempt, then affirmative action can be judged acceptable based on the criteria related to the mission the university sets for itself.

Question: What does the racial preferences debate indicate about universities and colleges?
Answer: competing notions of the mission of colleges
Affirmative_action_in_the_United_States

This eventually led to LBJ's Civil Rights Act, which came shortly after President Kennedy's assassination. This document was more holistic than any President Kennedy had offered, and therefore more controversial. It aimed not only to integrate public facilities, but also private businesses that sold to the public, such as motels, restaurants, theaters, and gas stations. Public schools, hospitals, libraries, parks, among other things, were included in the bill as well. It also worked with JFK's executive order 11114 by prohibiting discrimination in the awarding of federal contracts and holding the authority of the government to deny contracts to businesses who discriminate. Maybe most significant of all, Title VII of the Civil Rights Act aimed to end discrimination in all firms with 25 or more employees. Another provision established the Equal Employment Opportunity Commission as the agency charged with ending discrimination in the nation's workplace.:74

Question: Which piece of legislation quickly followed President Kennedy's assassination?
Answer: Civil Rights Act
Affirmative_action_in_the_United_States

Frederick Lynch, the author of Invisible Victims: White Males and the Crisis of Affirmative Action, did a study on white males that said they were victims of reverse discrimination. Lynch explains that these white men felt frustrated and unfairly victimized by affirmative action. Shelby Steele, another author against affirmative action, wanted to see affirmative action go back to its original meaning of enforcing equal opportunity. He argued that blacks had to take full responsibility in their education and in maintaining a job. Steele believes that there is still a long way to go in America to reach our goals of eradicating discrimination.

Question: What did white males feel was happening to them as a result of affirmative action?
Answer: reverse discrimination
Affirmative_action_in_the_United_States

The racial preferences debate related to admission to US colleges and universities reflects competing notions of the mission of colleges: "To what extent should they pursue scholarly excellence, to what extent civic goods, and how should these purposes be balanced?". Scholars such as Ronald Dworkin have asserted that no college applicant has a right to expect that a university will design its admissions policies in a way that prizes any particular set of qualities. In this view, admission is not an honor bestowed to reward superior merit but rather a way to advance the mission as each university defines it. If diversity is a goal of the university and their racial preferences do not discriminate against applicants based on hatred or contempt, then affirmative action can be judged acceptable based on the criteria related to the mission the university sets for itself.

Question: What claim did Ronald Dworkin make about the expectations that a college application should not have?
Answer: a right to expect that a university will design its admissions policies in a way that prizes any particular set of qualities

Question: What does Ronald Dworkin believe admission should represent?
Answer: a way to advance the mission as each university defines it

Question: When can affirmative action be judged to be acceptable in terms of admissions?
Answer: If diversity is a goal of the university and their racial preferences do not discriminate
Affirmative_action_in_the_United_States

Ricci v. DeStefano was heard by the United States Supreme Court in 2009. The case concerns White and Hispanic firefighters in New Haven, Connecticut, who upon passing their test for promotions to management were denied the promotions, allegedly because of a discriminatory or at least questionable test. The test gave 17 whites and two Hispanics the possibility of immediate promotion. Although 23% of those taking the test were African American, none scored high enough to qualify. Because of the possibility the tests were biased in violation of Title VII of the Civil Rights Act, no candidates were promoted pending outcome of the controversy. In a split 5-4 vote, the Supreme Court ruled that New Haven had engaged in impermissible racial discrimination against the White and Hispanic majority.

Question: Where was the issue of White and Hispanic firefighters heard in the case based out of?
Answer: New Haven, Connecticut

Question: Which case concerning White and Hispanic firefighters was heard by the Supreme Court in 2009?
Answer: Ricci v. DeStefano

Question: How many whites were given the possibility of immediate promotion as a result of taking the controversial test?
Answer: 17
Affirmative_action_in_the_United_States

In 1976, a group of Italian American professors at City University of New York asked to be added as an affirmative action category for promotion and hiring. Italian Americans are usually considered white in the US and would not be covered under affirmative action policies, but the professors believed they were underrepresented. Libertarian economist Thomas Sowell wrote in his book, Affirmative Action Around the World: An Empirical Study, that affirmative action policies encourage non-preferred groups to designate themselves as members of preferred groups [i.e., primary beneficiaries of affirmative action] to take advantage of group preference policies.

Question: Which year did the Italian American Professors make their request?
Answer: 1976
Affirmative_action_in_the_United_States

Ricci v. DeStefano was heard by the United States Supreme Court in 2009. The case concerns White and Hispanic firefighters in New Haven, Connecticut, who upon passing their test for promotions to management were denied the promotions, allegedly because of a discriminatory or at least questionable test. The test gave 17 whites and two Hispanics the possibility of immediate promotion. Although 23% of those taking the test were African American, none scored high enough to qualify. Because of the possibility the tests were biased in violation of Title VII of the Civil Rights Act, no candidates were promoted pending outcome of the controversy. In a split 5-4 vote, the Supreme Court ruled that New Haven had engaged in impermissible racial discrimination against the White and Hispanic majority.

Question: What percentage of those people taking the test were African American?
Answer: 23
Affirmative_action_in_the_United_States

Richard Sander claims that by artificially elevating minority students into schools they otherwise would not be capable of attending, this discourages them and tends to engender failure and high dropout rates for these students. For example, about half of black college students rank in the bottom 20 percent of their classes, black law school graduates are four times as likely to fail bar exams as are whites, and interracial friendships are more likely to form among students with relatively similar levels of academic preparation; thus, blacks and Hispanics are more socially integrated on campuses where they are less academically mismatched. He claims that the supposed "beneficiaries" of affirmative action – minorities – do not actually benefit and rather are harmed by the policy. Sander's claims have been disputed, and his empirical analyses have been subject to substantial criticism. A group including some of the country's lead statistical methodologists told the Supreme Court that Sander's analyses were sufficiently flawed that the Court would be wise to ignore them entirely. At the same time many scholars have found that minorities gain substantially from affirmative action.

Question: Who claims that artificially raising minority students into schools has a negative effect on them?
Answer: Richard Sander

Question: Where do half of the black college students rank in terms of their performance relative to the rest of their class?
Answer: bottom 20 percent
Affirmative_action_in_the_United_States

This eventually led to LBJ's Civil Rights Act, which came shortly after President Kennedy's assassination. This document was more holistic than any President Kennedy had offered, and therefore more controversial. It aimed not only to integrate public facilities, but also private businesses that sold to the public, such as motels, restaurants, theaters, and gas stations. Public schools, hospitals, libraries, parks, among other things, were included in the bill as well. It also worked with JFK's executive order 11114 by prohibiting discrimination in the awarding of federal contracts and holding the authority of the government to deny contracts to businesses who discriminate. Maybe most significant of all, Title VII of the Civil Rights Act aimed to end discrimination in all firms with 25 or more employees. Another provision established the Equal Employment Opportunity Commission as the agency charged with ending discrimination in the nation's workplace.:74

Question: Outside of the private business regulations, what was the other aim of the Civil Rights Act?
Answer: integrate public facilities
Affirmative_action_in_the_United_States

Early Asian immigrants experienced prejudice and discrimination in the forms of not having the ability to become naturalized citizens. They also struggled with many of the same school segregation laws that African Americans faced. Particularly, during World War II, Japanese Americans were interned in camps and lost their property, homes, and businesses. Discrimination against Asians began with the Chinese Exclusion Act of 1882 and then continued with the Scott Act of 1888 and the Geary Act of 1892. At the beginning of the 20th century, the United States passed the Immigration Act of 1924 to prevent Asian immigration out of fear that Asians were stealing white jobs and lowering the standard for wages. In addition, whites and non-Asians do not differentiate among the different Asian groups and perpetuate the "model minority" stereotype. According to a 2010 article by Professor Qin Zhang of Fairfield University, Asians are characterized as one dimensional in having great work ethic and valuing education, but lacking in communication skills and personality. A negative outcome of this stereotype is that Asians have been portrayed as having poor leadership and interpersonal skills. This has contributing to the "glass ceiling" phenomenon in which although there are many qualified Asian Americans, they occupy a disproportionately small number of executive positions in businesses. Furthermore, the model minority stereotype has led to resentment of Asian success and several universities and colleges have limited or have been accused of limiting Asian matriculation.

Question: What law type did Asian immigrants struggle with?
Answer: school segregation
Affirmative_action_in_the_United_States

Richard Sander claims that by artificially elevating minority students into schools they otherwise would not be capable of attending, this discourages them and tends to engender failure and high dropout rates for these students. For example, about half of black college students rank in the bottom 20 percent of their classes, black law school graduates are four times as likely to fail bar exams as are whites, and interracial friendships are more likely to form among students with relatively similar levels of academic preparation; thus, blacks and Hispanics are more socially integrated on campuses where they are less academically mismatched. He claims that the supposed "beneficiaries" of affirmative action – minorities – do not actually benefit and rather are harmed by the policy. Sander's claims have been disputed, and his empirical analyses have been subject to substantial criticism. A group including some of the country's lead statistical methodologists told the Supreme Court that Sander's analyses were sufficiently flawed that the Court would be wise to ignore them entirely. At the same time many scholars have found that minorities gain substantially from affirmative action.

Question: What is the failure rate for black law school graduates compared to whites for the bar exam?
Answer: four times
Affirmative_action_in_the_United_States

In the US, a prominent form of racial preferences relates to access to education, particularly admission to universities and other forms of higher education. Race, ethnicity, native language, social class, geographical origin, parental attendance of the university in question (legacy admissions), and/or gender are sometimes taken into account when the university assesses an applicant's grades and test scores. Individuals can also be awarded scholarships and have fees paid on the basis of criteria listed above. In 1978, the Supreme Court ruled in Bakke v. Regents that public universities (and other government institutions) could not set specific numerical targets based on race for admissions or employment. The Court said that "goals" and "timetables" for diversity could be set instead.

Question: Where are racial preferences highlighted the most in the United States?
Answer: admission to universities and other forms of higher education
Affirmative_action_in_the_United_States

Frederick Lynch, the author of Invisible Victims: White Males and the Crisis of Affirmative Action, did a study on white males that said they were victims of reverse discrimination. Lynch explains that these white men felt frustrated and unfairly victimized by affirmative action. Shelby Steele, another author against affirmative action, wanted to see affirmative action go back to its original meaning of enforcing equal opportunity. He argued that blacks had to take full responsibility in their education and in maintaining a job. Steele believes that there is still a long way to go in America to reach our goals of eradicating discrimination.

Question: What moral position does Shelby Steele hold?
Answer: against affirmative action
Affirmative_action_in_the_United_States

In the US, a prominent form of racial preferences relates to access to education, particularly admission to universities and other forms of higher education. Race, ethnicity, native language, social class, geographical origin, parental attendance of the university in question (legacy admissions), and/or gender are sometimes taken into account when the university assesses an applicant's grades and test scores. Individuals can also be awarded scholarships and have fees paid on the basis of criteria listed above. In 1978, the Supreme Court ruled in Bakke v. Regents that public universities (and other government institutions) could not set specific numerical targets based on race for admissions or employment. The Court said that "goals" and "timetables" for diversity could be set instead.

Question: Which case that went to the Supreme Court resulted in a decision regarding public universities and affirmative action?
Answer: Bakke v. Regents