yz2022/T2P-DownstreamNLP huggingface dataset:
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 other Executive Order did the Civil Right's Act work closely with?
Answer: 11114
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: Which piece of legislature marked the start of discrimination against Asians?
Answer: Chinese Exclusion Act of 1882
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: What was the purpose of Title VII of the Civil Rights Act?
Answer: to end discrimination in all firms with 25 or more employees
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: Which bill was passed in an attempt to limit or prevent Asian immigration?
Answer: Immigration Act of 1924
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: What was President Clinton's response to the claim that affirmative action was hurting the white middle class.
Answer: the policy was not the source of their problems
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: What is another term for kids who get preferential treatment due to their parents attending the same university?
Answer: legacy admissions
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 does Shelby Steele believe that the true concept of affirmative action is?
Answer: enforcing equal opportunity
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: What are public universities not allowed to do?
Answer: set specific numerical targets based on race for admissions or employment

Question: Instead of being allowed to set numerical targets, what did the Court rule that universities are allowed to do?
Answer: "goals" and "timetables" for diversity could be set
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 was a negative effect of affirmative action according to Richard Sander?
Answer: high dropout rates
Affirmative_action_in_the_United_States

Terry Eastland, the author who wrote From Ending Affirmative Action: The Case for Colorblind Justice states, "Most arguments for affirmative action fall into two categories: remedying past discrimination and promoting diversity". Eastland believes that the founders of affirmative action did not anticipate how the benefits of affirmative action would go to those who did not need it, mostly middle class minorities. Additionally, she argues that affirmative action carries with it a stigma that can create feelings of self-doubt and entitlement in minorities. Eastland believes that affirmative action is a great risk that only sometimes pays off, and that without it we would be able to compete more freely with one another. Libertarian economist Thomas Sowell identified what he says are negative results of affirmative action in his book, Affirmative Action Around the World: An Empirical Study. Sowell writes 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; that they tend to benefit primarily the most fortunate among the preferred group (e.g., upper and middle class blacks), often to the detriment of the least fortunate among the non-preferred groups (e.g., poor white or Asian); that they reduce the incentives of both the preferred and non-preferred to perform at their best – the former because doing so is unnecessary and the latter because it can prove futile – thereby resulting in net losses for society as a whole; and that they engender animosity toward preferred groups as well.:115–147

Question: Which book did Terry Eastland write?
Answer: From Ending Affirmative Action: The Case for Colorblind Justice

Question: What did Eastland believe the founders of affirmative action did not consider?
Answer: how the benefits of affirmative action would go to those who did not need it

Question: Outside of promoting diversity, was does Eastland believe the other reason to be in favor of affirmative action is?
Answer: remedying past discrimination

Question: Why does Sowell believe that there is little to no incentive for the preferred minority groups to perform at their best?
Answer: because doing so is unnecessary

Question: What argument does Sowell make in his claim that non - preferred minorities have less incentive to perform at their best?
Answer: because it can prove futile
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: Which groups can be categorized as Native Americans?
Answer: people who lived in North America before European settlement
Affirmative_action_in_the_United_States

To accommodate the ruling in Hopwood v. Texas banning any use of race in school admissions, the State of Texas passed a law guaranteeing entry to any state university if a student finished in the top 10% of their graduating class. Florida and California have also replaced racial quotas with class rank and other criteria. Class rank tends to benefit top students at less competitive high schools, to the detriment of students at more competitive high schools. This effect, however, may be intentional since less-funded, less competitive schools are more likely to be schools where minority enrollment is high. Critics argue that class rank is more a measure of one's peers than of one's self. The top 10% rule adds racial diversity only because schools are still highly racially segregated because of residential patterns. The class rank rule has the same consequence as traditional affirmative action: opening schools to students who would otherwise not be admitted had the given school used a holistic, merit-based approach. From 1996 to 1998, Texas had merit-based admission to its state universities, and minority enrollment dropped. The state's adoption of the "top 10 percent" rule returned minority enrollment to pre-1996 levels.

Question: What did the law passed by the State of Texas guarantee?
Answer: entry to any state university if a student finished in the top 10% of their graduating class

Question: What did the ruling in Hopwood v Texas set a precedent for in terms of admission policies?
Answer: banning any use of race in school admissions
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 form of discrimination did early Asian immigrants experience?
Answer: not having the ability to become naturalized citizens
Affirmative_action_in_the_United_States

To accommodate the ruling in Hopwood v. Texas banning any use of race in school admissions, the State of Texas passed a law guaranteeing entry to any state university if a student finished in the top 10% of their graduating class. Florida and California have also replaced racial quotas with class rank and other criteria. Class rank tends to benefit top students at less competitive high schools, to the detriment of students at more competitive high schools. This effect, however, may be intentional since less-funded, less competitive schools are more likely to be schools where minority enrollment is high. Critics argue that class rank is more a measure of one's peers than of one's self. The top 10% rule adds racial diversity only because schools are still highly racially segregated because of residential patterns. The class rank rule has the same consequence as traditional affirmative action: opening schools to students who would otherwise not be admitted had the given school used a holistic, merit-based approach. From 1996 to 1998, Texas had merit-based admission to its state universities, and minority enrollment dropped. The state's adoption of the "top 10 percent" rule returned minority enrollment to pre-1996 levels.

Question: Other than Texas and Florida, which other state replaced racial quotas?
Answer: California

Question: What is one example of what racial quotas were replaced with?
Answer: class rank

Question: After the state passed the top 10% rule, what happened to minority enrollment?
Answer: returned minority enrollment to pre-1996 levels
Affirmative_action_in_the_United_States

Some opponents further claim that affirmative action has undesirable side-effects and that it fails to achieve its goals. They argue that it hinders reconciliation, replaces old wrongs with new wrongs, undermines the achievements of minorities, and encourages groups to identify themselves as disadvantaged, even if they are not. It may increase racial tension and benefit the more privileged people within minority groups at the expense of the disenfranchised within better-off groups (such as lower-class whites and Asians).There has recently been a strong push among American states to ban racial or gender preferences in university admissions, in reaction to the controversial and unprecedented decision in Grutter v. Bollinger. In 2006, nearly 60% of Michigan voters decided to ban affirmative action in university admissions. Michigan joined California, Florida, Texas, and Washington in banning the use of race or sex in admissions considerations. Some opponents believe, among other things, that affirmative action devalues the accomplishments of people who belong to a group it's supposed to help, therefore making affirmative action counter-productive. Furthermore, opponents of affirmative action claim that these policies dehumanize individuals and applicants to jobs or school are judged as members of a group without consideration for the individual person.

Question: Other than failing to achieve its goal, what else do opponents to affirmative action claim it has?
Answer: undesirable side-effects

Question: Other than benefiting more privileged people within minority groups, what is another argument against affirmative action?
Answer: may increase racial tension

Question: When was there a vote regarding affirmative action in Michigan?
Answer: 2006

Question: How many Michigan voters elected to ban affirmative action for university admissions?
Answer: 60%

Question: Which court case featured an unprecedented and controversial decision?
Answer: Grutter v. Bollinger
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: According to studies, what are Asians perceived to be lacking?
Answer: communication skills and personality