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Using Nlp To Model U.S. Supreme Court Cases, Katherine Lockard, Robert Slater, Brandon Sucrese 2023 Southern Methodist University

Using Nlp To Model U.S. Supreme Court Cases, Katherine Lockard, Robert Slater, Brandon Sucrese

SMU Data Science Review

The advantages of employing text analysis to uncover policy positions, generate legal predictions, and inform or evaluate reform practices are multifold. Given the far-reaching effects of legislation at all levels of society these insights and their continued improvement are impactful. This research explores the use of natural language processing (NLP) and machine learning to predictively model U.S. Supreme Court case outcomes based on textual case facts. The final model achieved an F1-score of .324 and an AUC of .68. This suggests that the model can distinguish between the two target classes; however, further research is needed before machine learning models …


The Intersection Of Judicial Interpretive Methods And Politics In Supreme Court Justices’ Due Process Opinions, Julie Castle 2023 Arcadia University

The Intersection Of Judicial Interpretive Methods And Politics In Supreme Court Justices’ Due Process Opinions, Julie Castle

The Compass

The Supreme Court, a nine seat bench of unelected and lifetime tenured Justices, determines the constitutionality of dozens of cases each year. In this thesis, I research to what extent the political affiliation of the Justices affects the judicial decision making process and, ultimately, case outcomes. Using pattern matching, I evaluate due process opinions from Justice Breyer, Justice O’Connor, and Justice Scalia, all of whom have established constitutional analysis methods, in order to determine if they reasonably adhere to their established method. Due to the highly political nature of due process cases, variance between the expected (adherence to the Justices’ …


Voter Due Process And The "Independent" State Legislature, Michael P. Bellis 2023 Northwestern Pritzker School of Law

Voter Due Process And The "Independent" State Legislature, Michael P. Bellis

Northwestern University Law Review

In a series of opinions surrounding the 2020 presidential election, multiple U.S. Supreme Court Justices broke from precedent to signal support of the “independent state legislature theory” (ISLT), a formerly obscure interpretation of state legislatures’ power over the administration of federal elections. Proponents of the ISLT allege that the U.S. Constitution grants state legislatures plenary power in federal election contexts—including the power to discount ballots, redraw legislative maps, or appoint alternative slates of presidential electors. Although the Court denied certiorari in each case, across the denials four current Justices dissented because they considered the ISLT to be a proper interpretation …


Some Legal And Practical Challenges In The Investigation Of Cybercrime, Ritz Carr 2023 Old Dominion University

Some Legal And Practical Challenges In The Investigation Of Cybercrime, Ritz Carr

Cybersecurity Undergraduate Research

According to the Internet Crime Complaint Center (IC3), in 2021, the United States lost around $6.9 billion to cybercrime. In 2022, that number grew to over $10.2 billion (IC3, 2022). In one of many efforts to combat cybercrimes, at least 40 states “introduced or considered more than 250 bills or resolutions that deal significantly with cybersecurity” with 24 states officially enacting a total of 41 bills (National Conference on State Legislatures, 2022).

The world of cybercrime evolves each day. Nevertheless, challenges arise when we investigate and prosecute cybercrime, which will be examined in the following collection of essays that highlight …


The Gross Injustices Of Capital Punishment: A Torturous Practice And Justice Thurgood Marshall’S Astute Appraisal Of The Death Penalty’S Cruelty, Discriminatory Use, And Unconstitutionality, John D. Bessler 2023 University of Baltimore School of Law

The Gross Injustices Of Capital Punishment: A Torturous Practice And Justice Thurgood Marshall’S Astute Appraisal Of The Death Penalty’S Cruelty, Discriminatory Use, And Unconstitutionality, John D. Bessler

Washington and Lee Journal of Civil Rights and Social Justice

Through the centuries, capital punishment and torture have been used by monarchs, authoritarian regimes, and judicial systems around the world. Although torture is now expressly outlawed by international law, capital punishment—questioned by Quakers in the seventeenth century and by the Italian philosopher Cesare Beccaria and many others in the following century—has been authorized over time by various legislative bodies, including in the United States. It was Beccaria’s book, Dei delitti e delle pene (1764), translated into French and then into English as An Essay on Crimes and Punishments (1767), that fueled the still-ongoing international movement to outlaw the death penalty. …


The Court And Capital Punishment On Different Paths: Abolition In Waiting, Carol S. Steiker, Jordan M. Steiker 2023 Harvard Law School

The Court And Capital Punishment On Different Paths: Abolition In Waiting, Carol S. Steiker, Jordan M. Steiker

Washington and Lee Journal of Civil Rights and Social Justice

The American death penalty finds itself in an unusual position. On the ground, the practice is weaker than at any other time in our history. Eleven jurisdictions have abandoned the death penalty over the past fifteen years, almost doubling the number of states without the punishment (twenty-three). Executions have declined substantially, totaling twenty-five or fewer a year nationwide for the past six years, compared to an average of seventy-seven a year during the six-year span around the millennium (1997-2002). Most tellingly, death sentences have fallen off a cliff, with fewer the fifty death sentences a year nationwide over the past …


Justices Search For A Clear Rule For Confessions In Joint Trials, Jeffrey Bellin 2023 William & Mary Law School

Justices Search For A Clear Rule For Confessions In Joint Trials, Jeffrey Bellin

Popular Media

No abstract provided.


A Government Of Laws And Not Of Men: Why Justice Brandeis Was Right To Assume Congress Can Restrain The President's Removal Power, Danielle Rosenblum 2023 Fordham University School of Law

A Government Of Laws And Not Of Men: Why Justice Brandeis Was Right To Assume Congress Can Restrain The President's Removal Power, Danielle Rosenblum

Fordham Law Voting Rights and Democracy Forum

Since the Founding, the extent of the president’s power to remove executive officials from office remains unsettled. While the Appointments Clause in Article II, Section 2 empowers Congress to participate in the hiring of executive officials, the United States Constitution’s text is silent on whether Congress can limit the president’s ability to fire such employees. The debate on the proper scope of the president’s removal power is significant because it serves as a proxy for a larger constitutional question: whether constraints on presidential power advance or sit in tension with democracy. This Article argues that Justice Brandeis was right to …


A Constitutional Right To Early Voting, David Schultz 2023 Hamline University

A Constitutional Right To Early Voting, David Schultz

Fordham Law Voting Rights and Democracy Forum

Voting is a cost-benefit decision. Individuals are more likely to vote if the benefits of doing so outweigh the disadvantages. With early voting laws eased due to the COVID-19 pandemic, the 2020 election demonstrated that turnout increases when elected officials reduce voting costs. Despite all the benefits of early voting, there is no constitutional right, and it remains a privilege that state legislatures can revoke at will.

Since the 2020 election, state legislatures have proposed—and enacted—hundreds of bills to change voting rules. But with the intense partisan disagreement over voting, coupled with political polarization reaching an apex, these acts restricting …


The Looming Threat Of The Independent State Legislature Theory And The Erosion Of The Voting Rights Act: It Is Time To Enshrine The Right To Vote, Javon Davis 2023 Boston College Law School

The Looming Threat Of The Independent State Legislature Theory And The Erosion Of The Voting Rights Act: It Is Time To Enshrine The Right To Vote, Javon Davis

Fordham Law Voting Rights and Democracy Forum

Over the last decade, the emergence of an imperial United States Supreme Court—currently armed with the largest conservative majority since the 1930s—has radically reshaped federal voting rights protections. During the litigation surrounding the 2020 election, however, an obscure threat reemerged. The fringe independent state legislature (“ISL”) theory is a potentially revolutionary constitutional theory that could lead to widespread voter disenfranchisement. Proponents of the theory, including Supreme Court Justices, posit, in part, that the United States Constitution vests state legislatures with plenary power to construct rules for federal elections—unbound by state constitutions and free from state judicial review.

Once a refuge …


Moore V. Harper And The Consequential Effects Of The Independent State Legislature Theory, Chase Cooper 2023 Fordham University School of Law

Moore V. Harper And The Consequential Effects Of The Independent State Legislature Theory, Chase Cooper

Fordham Law Voting Rights and Democracy Forum

In December 2022, the United States Supreme Court heard oral arguments in Moore v. Harper. The case addresses whether the North Carolina Supreme Court possesses the authority to strike down a redistricting map drawn by the state legislature. Petitioners contend that the state legislature has no such authority under the United States Constitution, citing a novel interpretation of the Elections Clause known as the “independent state legislature” (“ISL”) theory. The ISL theory is not a unified theory, but rather a constellation of related doctrinal positions that revolve around a core precept: ordinary governing principles by which state courts review …


Rucho In The States: Districting Cases And The Nature Of State Judicial Power, Chad M. Oldfather 2023 Marquette University Law School

Rucho In The States: Districting Cases And The Nature Of State Judicial Power, Chad M. Oldfather

Fordham Law Voting Rights and Democracy Forum

No abstract provided.


The Evidentiary Challenges Of Confessions In Co-Defendant Trials, Jeffrey Bellin 2023 William & Mary Law School

The Evidentiary Challenges Of Confessions In Co-Defendant Trials, Jeffrey Bellin

Popular Media

No abstract provided.


Silencing Students: How Courts Have Failed To Protect Professional Students’ First Amendment Speech Rights, Shanelle Doher 2023 Washington and Lee University School of Law

Silencing Students: How Courts Have Failed To Protect Professional Students’ First Amendment Speech Rights, Shanelle Doher

Washington and Lee Law Review Online

Over the past two decades, social media has dramatically changed the way people communicate. With the increased popularity of virtual communication, online speech has, in many ways, blurred the boundaries for where and when speech begins and ends. The distinction between on campus and off campus student speech has become particularly murky given the normalization of virtual learning environments as a result of the COVID 19 pandemic. In Tinker v. Des Moines Independent Community School District, the Supreme Court clarified that students retain their First Amendment rights on campus but that schools may sanction speech that materially and substantially …


The Future Of Voting: State Courts, Independent Legislatures & The Supreme Court, Floersheimer Center for Constitutional Democracy, Wisconsin Law School State Democracy Research Initiative 2023 Yeshiva University, Cardozo School of Law

The Future Of Voting: State Courts, Independent Legislatures & The Supreme Court, Floersheimer Center For Constitutional Democracy, Wisconsin Law School State Democracy Research Initiative

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In Defense Of Moses, Tamar Meshel 2023 St. John's University School of Law

In Defense Of Moses, Tamar Meshel

St. John's Law Review

(Excerpt)

In 1925, Congress enacted a short statute to make arbitration agreements in maritime transactions and interstate commerce “valid, irrevocable, and enforceable.” Yet the Federal Arbitration Act’s (FAA) simple objective of facilitating the resolution of disputes outside of the courtroom has proven much easier to declare than to implement in practice. In the century since its enactment, the FAA has become a frequently litigated statute and the subject of 59 opinions of the Supreme Court, the majority of which have reversed lower courts’ interpretations of the Act. The Supreme Court’s FAA jurisprudence has not only been abundant but also controversial. …


Activist Extremist Terrorist Traitor, J. Richard Broughton 2023 St. John's University School of Law

Activist Extremist Terrorist Traitor, J. Richard Broughton

St. John's Law Review

(Excerpt)

Abraham Lincoln had a way of capturing, rhetorically, the national ethos. The “house divided.” “Right makes might” at Cooper Union. Gettysburg’s “last full measure of devotion” and the “new birth of freedom.” The “mystic chords of memory” and the “better angels of our nature.” “[M]alice toward none,” “charity for all,” and “firmness in the right.” But Lincoln not only evaluated America’s character; he also understood the fragility of those things upon which the success of the American constitutional experiment depended, and the consequences when the national ethos was in crisis. Perhaps no Lincoln speech better examines the threats to …


Statutory Interpretation And Agency Disgorgement Power, Caprice Roberts 2023 St. John's University School of Law

Statutory Interpretation And Agency Disgorgement Power, Caprice Roberts

St. John's Law Review

(Excerpt)

In recent decades, the Supreme Court has showed enhanced interest in equitable principles and remedies. What began as periodic cases featuring one jurist’s idiosyncratic and sometimes misguided interpretations has manifested a broader, significant trend. A consequential theme emerges across varied cases: a revival in the Court’s emphasis on the jurisprudence of equitable remedies. The Court’s recent and current docket continues this momentum. Scholars are tracking the developments and advocating for a system of equity; focusing on historical constraints and federal equity power; and generating a restitution revival.

What happens when obstacles foreclose claims and threaten to leave parties without …


Climate Discrimination, Duane Rudolph 2023 Peking University School of Transnational Law

Climate Discrimination, Duane Rudolph

Catholic University Law Review

This Article focuses on the coming legal plight of workers in the United States, who will likely face discrimination as they search for work outside their home states. The Article takes for granted that climate change will have forced those workers across state and international boundaries, a reality dramatically witnessed in the United States during the Dust Bowl of the 1930s. During that environmental emergency (and the devastation it wrought), workers were forced across boundaries only to be violently discriminated against upon arrival in their new domiciles. Such discrimination is likely to recur, and it will threaten the livelihoods of …


Bibb Balancing: Regulatory Mismatches Under The Dormant Commerce Clause, Michael S. Knoll 2023 University of Pennsylvania Carey Law School

Bibb Balancing: Regulatory Mismatches Under The Dormant Commerce Clause, Michael S. Knoll

Faculty Scholarship at Penn Carey Law

Courts and commentators have long understood dormant Commerce Clause doctrine to contain two types of cases: discrimination and undue burdens. This Article argues for a more nuanced understanding that divides undue burdens into single-state burdens—which arise from the application of a single state’s law alone—and mismatch burdens, which arise from legal diversity. Although the Supreme Court purports to apply Pike balancing in all undue-burden cases, we show that the Court’s approach in mismatch cases differs substantially. Specifically, unlike in single-state cases, balancing in mismatch cases involves an implicit and potentially problematic comparison by the Court between the challenged state’s regulation …


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