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Third-Person Direct-Object Anaphora In Translation From English Into Brazilian Portuguese: A Corpus-Based Study Of Juvenile Texts Reflecting Orality, Marcella Cascione Cerqueira Netto
Third-Person Direct-Object Anaphora In Translation From English Into Brazilian Portuguese: A Corpus-Based Study Of Juvenile Texts Reflecting Orality, Marcella Cascione Cerqueira Netto
Electronic Theses and Dissertations
The third-person accusative clitics in Brazilian Portuguese (BP) are virtually extinct in spoken language and informal writing, although formal texts and contexts still retain them. Speakers often mark third-person direct objects using the stigmatized full pronouns (syncretic with the nominative forms), null objects, or full noun phrases (NPs), also referred to as lexical NPs. The realization of these forms is not arbitrary; it is influenced by the semantic properties of the referents, particularly animacy (mainly humanness) and specificity. Animate referents [+animate] tend to be realized with overt pronouns, whereas inanimate [–animate] ones tend to be used with null objects. This …
Asking Nicely: Americans’ Perception Of Jordanian Arabic Speakers’ Politeness When Making Requests In English, David Henen
Asking Nicely: Americans’ Perception Of Jordanian Arabic Speakers’ Politeness When Making Requests In English, David Henen
Electronic Theses and Dissertations
This study examines how Arabic-speaking Jordanian male graduate students at an American university in Mississippi employ request directness strategies and modifications as polite devices in oral English, and how American native speakers perceive these requests. Drawing on Brown and Levinson’s (1987) Politeness Theory and the Cross-Cultural Speech Act Realization Project taxonomy (Blum-Kulka et al., 1989a, 1989b), this study employed a mixed-methods design to examine request production and perception. Data were collected from six American English native speakers from Mississippi and six Arabic-speaking Jordanian international students, all at the same university, through six discourse completion tasks, six role-plays, and semi-structured interviews. …
Building Focus: Using Relaxation Music To Support Students With Autism In The Classroom, Whitney Drewrey
Building Focus: Using Relaxation Music To Support Students With Autism In The Classroom, Whitney Drewrey
Electronic Theses and Dissertations
This study explores the use of audio sensory input, specifically, relaxation music, as a strategy to reduce off-task behavior in elementary students with autism within the general education classroom. The aim was to minimize distractions and teacher redirections, thereby promoting a more inclusive and productive learning environment for all students. Guided by the principles of improvement science, the research employed a single-case design with three elementary students diagnosed with autism. Data were collected through momentary time sampling and mood inventories during independent classwork periods.
The central research question guiding this study was: What effect does relaxation music have on the …
Experiences Of Title Ix Hearing Panel Members., Amanda Gage Stonecipher
Experiences Of Title Ix Hearing Panel Members., Amanda Gage Stonecipher
Electronic Theses and Dissertations
The number of allegations of sexual misconduct on college campuses has been increasing over the past decade and higher education institutions are charged with addressing the misconduct. Addressing student behavior on college campuses through a conduct process is woven into the fabric of higher education, and many institutions use a hearing panel model to determine if institutional policies were violated. My research aims to explore how student conduct hearing panel members process the tension between the emotional management required when hearing intimate and traumatic details of a sexual misconduct case. The data for this research were collected via semi structured …
Symmetry, Stability, And Robust Optimization Strategies For Nonorthogonal Multiconfiguration Self-Consistent Field Wavefunctions., Zihui Song
Electronic Theses and Dissertations
The "different orbital different configuration" (DODC) framework is a general formulation of multireference wavefunctions that allows each configuration (determinant) to possess its own set of optimized molecular orbitals, rather than sharing a common orbital basis as in conventional orthogonal configuration interaction (CI) or Complete Active Space Self-Consistent Field (CASSCF) methods. One prominent example of the DODC framework is the Nonorthogonal Configuration Interaction (NOCI) method, which relaxes the orthogonality constraint between the orbitals of different configurations. This relaxation enables a compact yet flexible description of systems exhibiting strong correlation. By employing multiple nonorthogonal reference determinants, NOCI naturally incorporates orbital relaxation and …
Characterizing The Ethanol Sensitivity Of The Planar Cell Polarity Pathway In Endoderm Morphogenesis And Jaw Development., Raéden Omneil C. C. Rolle Gray
Characterizing The Ethanol Sensitivity Of The Planar Cell Polarity Pathway In Endoderm Morphogenesis And Jaw Development., Raéden Omneil C. C. Rolle Gray
Electronic Theses and Dissertations
Fetal Alcohol Spectrum Disorders (FASD) describes a large range of developmental defects due to prenatal alcohol exposure. It is characterized by neural and facial defects, including jaw hypoplasia. Many factors contribute to the susceptibility of ethanol-induced facial defects, including genetics, yet the genes involved, and the cell events they regulate, are poorly understood. Zebrafish have a large number of tools for genetic manipulation available, share 70% of genes with humans, are fertilized externally and are translucent during embryogenesis, making them great models to study FASD. Previous studies show that two members of the Planar Cell Polarity (PCP) pathway, zebrafish vangl2 …
The Role Of Psychological Capital And Case Management Intensity In Patient Activation In Permanent Supportive Housing Residents., Sarah J. Carter
The Role Of Psychological Capital And Case Management Intensity In Patient Activation In Permanent Supportive Housing Residents., Sarah J. Carter
Electronic Theses and Dissertations
This dissertation explores patient engagement with health, or patient activation, in the formerly homeless population housed in Permanent Supportive Housing (PSH) and receiving case management support. Research is limited on patient activation in PSH residents; consequently, there is minimal understanding of factors contributing to one’s attitudes and behavior towards health care in this group. Psychological Capital refers to the components of hope, self-efficacy, resilience, and optimism. Research in other marginalized groups indicates increasing psychological capital may improve health behaviors. Case management provides support to PSH residents and forms of social support have been associated with improved health outcomes. Applying the …
From 2d To 3d: Multi-Agent Reinforcement Learning For Spectrum-Constrained Urban Air Mobility., Qingyang Li
From 2d To 3d: Multi-Agent Reinforcement Learning For Spectrum-Constrained Urban Air Mobility., Qingyang Li
Electronic Theses and Dissertations
Advanced Air Mobility (AAM) and Urban Air Mobility (UAM) are accelerating a transformation of air transportation but face acute spectrum congestion in dense urban environments. Reliable Control and Non-Payload Communications (CNPC) must be maintained at all times to ensure safe operations, even as fleets of aerial vehicles (AVs) transport passengers and cargo between distributed vertiports. We first develop a 2D formulation that jointly optimizes discrete headings, velocities, and spectrum allocation to minimize total mission time while satisfying quality of service (QoS) and collision-avoidance constraints, and we demonstrate significant gains over non-learning and learning baselines. Building on this 2D framework, we …
Southern / Appalachian Migrants And Urban Development Politics In Uptown Chicago, 1950-1972, Charles Wayne Dowdy
Southern / Appalachian Migrants And Urban Development Politics In Uptown Chicago, 1950-1972, Charles Wayne Dowdy
Electronic Theses and Dissertations
This thesis investigates how ideas of interregional migration were used in service of urban renewal agendas in Uptown Chicago from 1950 to 1972. It argues that The South and Appalachia as regional ideas were impactful in postwar midwestern urban development politics, even as regional identity was less powerful as an adhering force for actual migrants in comparison with factors of race and class. Chapter 1 examines the development and use of the urban enclave model of interregional migration by the Uptown Chicago Commission in the late 1950s. It argues that anxieties around suburbanization and urban decline fueled the production of …
The Relationship Between Exercise And Prospective Memory: A Meta-Analysis, Shaykhah Salman Alqahtani
The Relationship Between Exercise And Prospective Memory: A Meta-Analysis, Shaykhah Salman Alqahtani
Electronic Theses and Dissertations
Prospective memory (PM)—the ability to remember and carry out future intentions—is essential for everyday functioning. This cognitive process involves intention formation, retention, cue detection, and execution. Emerging research suggests that physical exercise may influence prospective memory performance through potential enhancements in attention, executive functioning, and neuroplasticity. This thesis examines the relationship between physical exercise and prospective memory through a systematic review and meta-analysis of the existing literature.
This review synthesized evidence from experimental studies to evaluate the effects of acute and chronic exercise interventions on prospective memory in diverse populations. Six studies met the eligibility criteria and were included in …
Out-Of-Pocket Costs, Treatment Pattern, And Disparities In Outcomes Among Adults With Chronic Lymphocytic Leukemia, Shishir Maharjan
Out-Of-Pocket Costs, Treatment Pattern, And Disparities In Outcomes Among Adults With Chronic Lymphocytic Leukemia, Shishir Maharjan
Electronic Theses and Dissertations
The purpose of this dissertation was to: 1) determine out-of-pocket cost trend and the impact of Inflation Reduction Act (IRA) provisions on the out-of-pocket costs among Medicare-enrolled chronic lymphocytic leukemia (CLL) patients; 2) evaluate treatment patterns and comparative effectiveness of therapeutics classes for CLL treatment in adults; and 3) assess racial disparities and time to treatment initiation in survival outcomes among Medicare-enrolled beneficiaries with CLL.
In objective 1, a cohort study using SEER-Medicare linked data from 2006 to 2020 identified 13,356 eligible beneficiaries with incident CLL. Among them, 3,158 (23.7%) were projected to benefit from the IRA’s $2000 annual out-of-pocket …
Sex, Riots, And Holy Water: How Modern Society Desecrates And Reconsecrates The Sacred, Jodeyah J. Mills
Sex, Riots, And Holy Water: How Modern Society Desecrates And Reconsecrates The Sacred, Jodeyah J. Mills
Electronic Theses and Dissertations
This thesis explores how modern societies desecrate and reconsecrate the sacred through rhetoric, ritual, and visual performance. Using three case studies, Nazi Germany’s transformation of Quedlinburg Abbey, the January 6th attack on the U.S. Capitol, and Sabrina Carpenter’s controversial church music video, “Feather,” this project analyzes how sacred meaning is violated and restored in religious, civic, and popular contexts. Drawing on Kenneth Burke’s dramatistic cycle and postsecular theory, it argues that desecration and reconsecration are dialogic acts that expose competing moral vocabularies within culture. Each event demonstrates that even in a secular age, people respond to ruptures of ultimate meaning …
Visualizing The Fretboard: Arpeggiated Patterns, Muscle Memory, And Neurocognitive Strategies For The 5-String Electric Bass, Matthew Alexander Woisin
Visualizing The Fretboard: Arpeggiated Patterns, Muscle Memory, And Neurocognitive Strategies For The 5-String Electric Bass, Matthew Alexander Woisin
Electronic Theses and Dissertations
Proficient navigation of the 5-string electric bass requires a comprehensive mastery of various techniques and a solid understanding of music theory. This includes a detailed grasp of arpeggios, chord extensions, and the development of deeply ingrained muscle memory for precise execution. This thesis introduces a structured methodology that refines existing fretboard visualization techniques and applies a unique manner of fretboard mapping, offering a more precise framework for comprehending and unlocking the full range of the instrument. By drawing insights from music theory, music education, cognitive science, neuroscience, and technology this approach is achieved by synthesizing research on visual pattern recognition, …
Branding The Divide: Political Ideology And The Strategic Challenges Of Higher Education Marketing, Oscar J. Early Mr
Branding The Divide: Political Ideology And The Strategic Challenges Of Higher Education Marketing, Oscar J. Early Mr
Electronic Theses and Dissertations
The purpose of this qualitative study was to explore how first-year students experience and interpret institutional branding within the context of their personal and social identities, with particular attention to the role of political ideology. While previous research had examined general branding strategies and declining public trust in higher education, scholars have given little attention to the ways in which prospective students make meaning from institutional messaging during one of the most significant transitions of their lives.
I conducted interviews with 12 first-year students from four-year colleges and universities across South-Central Appalachia. The phenomenological analysis revealed that students’ interpretation of …
A Comparative-Correlational Study On The Mental Health And Well-Being Of First-Generation Students At A Historically Black College And University, Shedred Jackson
A Comparative-Correlational Study On The Mental Health And Well-Being Of First-Generation Students At A Historically Black College And University, Shedred Jackson
Electronic Theses and Dissertations
The purpose of this study was to investigate the mental health and well-being of first-generation college students (FGCS) in comparison to non-first-generation college students (NFGCS) at a private Historically Black College and University (HBCU) in the Southeast. This study was undertaken to investigate students' mental health and well-being, as well as their use of, access to, and the availability of mental health services. A comparative-correlational research design was employed to collect and analyze the data. The study used a sample size of 388 responses from undergraduate college students enrolled at the private HBCU. Of the 388 students in the sample, …
Bud On The Ballot: A County-Level Analysis Of Citizen Support For Cannabis Legalization, Amelia G. Jennings
Bud On The Ballot: A County-Level Analysis Of Citizen Support For Cannabis Legalization, Amelia G. Jennings
Electronic Theses and Dissertations
Cannabis research has often emphasized usage rates among certain groups of citizens, focusing mostly on demographic factors. A less studied topic within the cannabis literature pertains to the predictors of voting patterns of legalization referendums. Past research on this topic has examined states with similar characteristics, which calls into question the generalizability of results. The current study attempts to broaden the scope of knowledge in this area by partially replicating a previous study that explored county-level voting patterns, while also exploring the potential influence of the declining agricultural industry in predicting support for cannabis legalization. This was accomplished by analyzing …
A Leslie System For A Demographic Simulation: From An Actuarial Point Of View, David Kings
A Leslie System For A Demographic Simulation: From An Actuarial Point Of View, David Kings
Electronic Theses and Dissertations
This thesis develops a discrete stochastic linear systems interpretation of age–stage demographic evolution grounded in Leslie operators and realized in a discrete-event simulation implemented with salabim. The central claim is that one annual cycle of the simulation constitutes a cone-preserving, stochastic affine transformation on a high- dimensional population state vector indexed by age, sex, marital status, household type, employment, and education, and that the composition of yearly operators yields a random matrix product whose top Lyapunov exponent is the stochastic counterpart of the Perron–Frobenius growth rate (Caswell, 2001; Tuljapurkar, 1997)[1, 2]. The actuarial bridge is constructed by mapping simulated survival …
Perceptions Of Choral Teachers On The Characteristics Of A Secondary Choral Program, Nathan Dale Rhea
Perceptions Of Choral Teachers On The Characteristics Of A Secondary Choral Program, Nathan Dale Rhea
Electronic Theses and Dissertations
The purpose of this study was to examine the perceptions of choral teachers on the characteristics of a successful secondary choral program. The study focused on the main characteristics of excellence, success, and sustainability. The literature showed that there was a significant amount of research on the music curriculum, standards, and various assessment strategies but minimal research on perceptions on the characteristics of excellence, success, and sustainability of a choral music program at the secondary level.
Data collection strategies included individual interviews of eight participants who were choral music educators. The analysis of data occurred through the lens of the …
Isolation, Chemical Characterization, And In-Vitro Cytotoxic Evaluation Of Novel Polar Flavonoids From Chromolaena Leivensis, Matthew Tohatsu Tetteh
Isolation, Chemical Characterization, And In-Vitro Cytotoxic Evaluation Of Novel Polar Flavonoids From Chromolaena Leivensis, Matthew Tohatsu Tetteh
Electronic Theses and Dissertations
This study focuses on isolation, chemical characterization, and in-vitro cytotoxic evaluation of novel polar flavonoids from chromolaena leivensis. A 95% ethanolic extract of c. leivensis shipped by Prof. Ruben Torrenegra from University of Applied and Environmental Sciences, Bogota, Colombia, was dissolved in 1:1 methanol/chloroform mixture and its purity analyzed by TLC. The sample was eluted with toluene/methanol in an increasing order of polarity on silica gel, resulting in 49 fractions labelled CLA1 to CLA49. Among these fractions, CLA10 (1) and CLA19 (2) obtained yellow and white crystals. They were analyzed by GCMS, IR, and …
A Qualitative Study On Black Women Leaders And Their Career Paths In Higher Education, Beatrice Porter
A Qualitative Study On Black Women Leaders And Their Career Paths In Higher Education, Beatrice Porter
Electronic Theses and Dissertations
Black women remain significantly underrepresented in senior leadership roles within higher education, especially in the presidency at historically Black colleges and universities. This qualitative phenomenological study explored the career paths and challenges Black women faced through their lived experiences in leadership roles across higher education institutions within predominantly White institutions and HBCUs. Guided by Black Feminist Thought as the theoretical lens, the study examined the intersecting barriers of race and gender that shaped the participants’ leadership trajectories in higher education. Data were collected through open-ended questionnaires, allowing participants to reflect on systemic inequities, mentorship experiences, and leadership development. Findings revealed …
“The Moment You Are Disabled; You Are Cut Off From Society.” Assessing The Experiences Of Disabled Ghanaians And The Rights Enshrined In The United Nations Convention On The Rights Of Persons With Disabilities (Crpd)., Solomon Sackey Amoatey
Electronic Theses and Dissertations
As Ghana continues to pursue inclusion and equality for disabled citizens, considerable tension remains between international human rights frameworks and local social, legal, and cultural practices. Guided by social constructionism and Critical Disability Theory (CDT), this qualitative, chapter-based study examined how disability is constructed through law, policy, and culture in Ghana. It also explored how these constructions influence the interpretation and implementation of disability rights. To achieve this, the study employed semi-structured interviews and document analysis to examine how law, policy, and cultural beliefs intersect to influence the implementation of the CRPD and lived experience of disabled Ghanaians.
Findings show …
Impacts Of Biology Modeling Pedagogy On Student Cogitive And Non-Cognitive Elements Of Learning., Jessie K. Newhouse
Impacts Of Biology Modeling Pedagogy On Student Cogitive And Non-Cognitive Elements Of Learning., Jessie K. Newhouse
Electronic Theses and Dissertations
This dissertation employed a quasi-experimental design used to investigate the use of a modeling pedagogy in high school biology. Modeling is a key element of the Science and Engineering Practices of the Next Generation Science Standards. While research of Model Based Pedagogy (MBP) in physics and chemistry is well established, the influence on biology instruction remains less understood. This research examined how MBP affected both cognitive and non-cognitive components of student learning compared to traditional biology instruction. Existing data collected by Dr. Kathy Malone in collaboration with Ohio State University (2016) were analyzed to study the effectiveness of the MBP. …
A Persistent Homology Framework For Scrna-Seq: Assessing Clustering Robustness And Quantifying Preprocessing And Integration Effects On Topological Features., Jonah Daneshmand
A Persistent Homology Framework For Scrna-Seq: Assessing Clustering Robustness And Quantifying Preprocessing And Integration Effects On Topological Features., Jonah Daneshmand
Electronic Theses and Dissertations
As single-cell RNA sequencing (scRNA-seq) data expands, robust methods for integrating diverse datasets are critical. This dissertation applies Persistent Homology (PH), a technique from Topological Data Analysis (TDA), to a collection of scRNA-seq datasets spanning eight tissue types to quantify how data integration affects topological features and biological interpretability. We assessed global topological structure using Betti curves, Euler characteristics, and persistence landscapes across raw, normalized, and integrated data representations. Our analysis revealed a performance inversion: while conventional methods excelled on unintegrated data, high-granularity topological methods, particularly those sensitive to global data structure, became superior after integration. This suggests a synergy …
Characterizing Hexavalent Chromium Neurotoxicity Across Laboratory Models., Samuel Thomas Vielee
Characterizing Hexavalent Chromium Neurotoxicity Across Laboratory Models., Samuel Thomas Vielee
Electronic Theses and Dissertations
Hexavalent chromium [Cr(VI)] is a ubiquitous environmental pollutant and potent toxicant. Exposure to Cr(VI) in drinking water is primarily associated with cancers, inflammation, and hepatotoxicity; however, recent studies have identified Cr(VI) as a neurotoxicant in rodent and cell culture models. The literature suggest chromium accumulates in the brain, induces widespread neurodegeneration, and alters rodent behaviors. Despite these data, we lack a detailed and consistent assessments of Cr(VI) neurotoxicity across models, and interactions between aging and Cr(VI) neurotoxicity are not reported in the literature. In this dissertation, we characterize Cr(VI) neurotoxicity across 3 laboratory models: Sprague-Dawley rats, Caenorhabditis elegans, and …
Residential Segregation And Breast Cancer In Louisville: Impact Of Race And Contextual Factors On Advanced-Stage Diagnosis, Delayed Treatment, And Disease-Specific Mortality., Toheeb Ajani Mustapha
Residential Segregation And Breast Cancer In Louisville: Impact Of Race And Contextual Factors On Advanced-Stage Diagnosis, Delayed Treatment, And Disease-Specific Mortality., Toheeb Ajani Mustapha
Electronic Theses and Dissertations
Female breast cancer (BC) remains the most commonly diagnosed non-skin cancer and the second leading cause of cancer death among U.S. women. Despite advances in detection and treatment, substantial inequities in BC outcomes persist, driven in part by structural forces such as residential segregation. This dissertation examined the relationship between residential segregation, BC outcomes, and key contextual factors in Louisville, Kentucky. Using data from the Kentucky Cancer Registry, American Community Survey, CDC’s Population-Level Analyses and Community Estimates, and the National Neighborhood Data Archive, the study tested two hypotheses: (1) higher Black/low-income segregation is associated with elevated risks of adverse BC …
A Multilevel Analysis To Evaluate Variability In Sdoh Clusters Within Rurality And Its Effects On Cancer-Specific And All-Cause Mortality In The Us., Stephie Ann Abraham
A Multilevel Analysis To Evaluate Variability In Sdoh Clusters Within Rurality And Its Effects On Cancer-Specific And All-Cause Mortality In The Us., Stephie Ann Abraham
Electronic Theses and Dissertations
Social determinants of health (SDOH) factors have consistently been shown to impact all-cause and cancer-specific mortality. Area-level SDOH factors that coexist to form “high-risk” clusters are more prevalent in rural than urban areas. However, heterogeneity within rural and urban areas may contribute to variations in SDOH factors that could influence higher mortality rates and is not considered in other studies. The primary objective of this study was to utilize ecological and individual-level data to determine if the composition of SDOH clusters within counties in the rural-urban continuum contributes to differences in all-cause (AC) and cancer-specific mortality rates of lung and …
Perceived Organizational Support Of High-Performance Support Staff Members In Professional Soccer Organizations., Erica B. Thompson
Perceived Organizational Support Of High-Performance Support Staff Members In Professional Soccer Organizations., Erica B. Thompson
Electronic Theses and Dissertations
The purpose of this study was to explore perceived organizational support among high-performance support staff (HPSS) within professional soccer organizations. Specifically, this study examined how HPSS define organizational support, identified factors that shape their perceptions, explored organizational challenges they experience, and analyzed how those challenges intersect with their perceptions of support. Organizational Support Theory (OST) and its central construct, Perceived Organizational Support (POS), served as the theoretical framework guiding this study. OST assumes employees form global beliefs about the extent to which their organization values their contributions and cares about their well-being. To address the study’s purpose, a basic interpretive …
A Ralgef Inhibitor Suppresses Lung Cancer Stem Cell Development And Tumorigenesis., Raphael Ngozichi Suarez Jigo
A Ralgef Inhibitor Suppresses Lung Cancer Stem Cell Development And Tumorigenesis., Raphael Ngozichi Suarez Jigo
Electronic Theses and Dissertations
The RALGEF family of proteins are direct downstream effectors of the RAS oncoprotein. RALGEFs act as guanine nucleotide exchange factors (GEFs) for downstream RAL proteins, thus tying RAS to the regulation of RAL. Genetic studies have demonstrated RAL proteins to be key drivers of RAS-driven transformation and metastasis. Furthermore, this pathway has been implicated in chemoresistance, exocyst-mediated transport, and the modulation of cancer stem cells. Previous work in our lab reported the activity of a novel pan-RALGEF inhibitor (C4-180) against RAS-driven pancreatic cancer models. Here we show the agent to be active against in vitro and in vivo models of …
Further Characterization Of The Fungal Effector Mvlg-01732 In Planta And Heterologous Expression Of Fungal Effectors In Different Smut Fungi., Joseph Paul Ham
Further Characterization Of The Fungal Effector Mvlg-01732 In Planta And Heterologous Expression Of Fungal Effectors In Different Smut Fungi., Joseph Paul Ham
Electronic Theses and Dissertations
Host-pathogen interactions in smut fungi are characterized by effector proteins and their role in infection. The goal of this work is to better understand these interactions by further characterizing an effector from Microbotryum lychnidis-dioicae and heterologously expressing this and other effectors in heterologous species to see if the range of these effectors can play a role in pathogenicity when expressed in distantly and closely related fungal species. These effectors have been attuned over time to their host plant but have homologous interactors in other plant species. In this study, Microbotryum lychnidis-dioicae, Sporisorium reilianum, and Ustilago maydis, were all used …
Integrating Due Process Into Large Language Models., Joshua Paul Johnson
Integrating Due Process Into Large Language Models., Joshua Paul Johnson
Electronic Theses and Dissertations
This research investigates the ability of large language models (LLMs) to recognize due process issues. Due process is a legal concept focused on the protection of the individual during interactions with government when life, liberty, or property are being impacted. Due process presents both substantive and procedural aspects that are challenging to incorporate into generative artificial intelligence. Through assessing model performance, creating benchmarking techniques, retrieval-augmented generation (RAG), and fine-tuning, this work seeks to measure due process recognition performance and improve performance in identifying due process issues. The results of evaluating larger parameter LLMs such as from Google, Meta, and OpenAI …