Digital Commons Network^™

Propasafe-Hybrid: A Text-Based Hybrid Propaganda Detection Tool (Ila 2026 Presentation), Thomas Kimmeth, Avijit Roy, Vivek Sharma

Publications and Research

This presentation introduces Propasafe-Hybrid, a hybrid system for sentence-level propaganda detection that combines offline transformer-based classification with selective large language model (LLM) explainability. The system employs a two-stage pipeline in which a local BERT-based classifier evaluates all input text and filters non-propagandistic content, while only high-confidence candidates are forwarded to an LLM for rhetorical technique labeling and explanation. This design enables cost-aware, privacy-conscious, and scalable analysis by reducing unnecessary reliance on external models.

Propasafe-Hybrid identifies propagandistic techniques such as loaded language, obfuscation, and appeal to fear, and generates concise natural language rationales that make these techniques interpretable to users. By …

Modality-Specific Confidence And Uncertainty Metrics For Vision-Language Models, Sahasra Kondapalli, Poyraz An, Trung Dong, Lara Radovanovic, Xiaomin Lin

Bellini College REU Symposium (BCREUS)

Introduction and Problem Statement

Vision-Language Models (VLMs) are increasingly being integrated into high-stakes environments, such as autonomous robotics used in shared workspaces and as multimodal medical assistant systems. However, current models still have inherent uncertainties, often producing errors or false confidence in responses [1]. Such errors, when passed undetected, can cause serious issues in medical implementations. In shared workspaces, false confidence can lead to safety hazards, or disruption. Du et al. present an evaluation of uncertainty, specifically in the field of human-robot interaction [2]. Such faults are only magnified with the addition of the vision modality, thus highlighting the need …

Research On Text Translation Model Based On Large Language Model And Knowledge Enhancement Framework, Chuanming Yu, Haoxuan Li

Journal of Scientific Information Research

[Purpose/significance] This paper aims to improve the translation quality of large language models and effectively alleviate the translation illusion problem, thereby enhancing cross-linguistic information retrieval capabilities. [Method/process] A translation generation method based on a knowledge enhancement framework is proposed. This framework optimizes the translation process from multiple dimensions, such as style, focus, and cultural adaptability, by combining external knowledge provided by the translation context building module and the knowledge base building and retrieval module, and then utilizing the guidance of the text attention module. [Result/conclusion] Experimental results show that the proposed method effectively enhances model performance. Specifically, on the WikiLingua, …

Investigating Speech-Language Pathologists’ Perceptions On Bilingual/Multilingual Aac Intervention And Quality Of Care, Lillian D. Griffith

Communication Disorders and Occupational Therapy Undergraduate Honors Theses

This study examined U.S.-based speech-language pathologists' (SLPs) perceptions of bilingual/multilingual AAC service provision and the barriers SLPs encounter to determine if SLP beliefs align with practices. An anonymous survey was distributed to 307 ASHA-certified SLPs, resulting in 21 completed responses. The survey consisted of questions that gathered information on participant demographics, caseload, perceptions/beliefs, and practices, with optional open-ended questions for additional context. SLPs in the participant sample strongly believed that AAC intervention should occur in all the languages spoken by the client. Despite this belief, they struggled to implement it due to barriers. Key barriers identified included SLP language limitations, …

Unmasking Barriers: A Critical Examination Of Systemic Challenges Facing Bipoc Pre-Service Teachers, Nia V. Fratrik

Education Doctorate Dissertations

No abstract provided.

Perceptions Of German Eugenics: An Analysis Of German Eugenics In The Eugenics Review, 1920-1945, Ally Iandolo

Political Science Undergraduate Honors Theses

This research examines how the eugenics movement in Germany was perceived by academic peers. I utilize entries from the British journal, The Eugenics Review, from 1920-1945 to create a database of all journal articles, book reviews, correspondence, and other entries that mention German eugenics. Then, using this database, I determine how German eugenics was perceived and which topics were identified by the journal’s contributors. Further, I analyze the careers of the authors who wrote these articles to understand the scope of interest in German eugenics from the Eugenics Review.

Perspectives On Interpretability For Neural Text Representations, Jia Peng Lim

Dissertations and Theses Collection (Open Access)

In this dissertation, we investigate interpretability in the three elements of learning neural text representations: inputs, passed into models, to produce probabilistic outputs. We emphasise perspectives as we present alternative novel methods to mine and organise meaning in this work.

Models. We initiate our investigation by examining Neural Topic Models (NTM), proposing an alternate angle of interpreting its word-topic distribution, producing better topic representations for interpretation. Our method maps the problem of finding these better interpretations to classical NP-hard graph problems, enabling examination of topic distributions in a composite manner. Next, we apply our previous findings to extract interpretations from …

Patterns Of Acquisition For /ɹ/ Across Phonetic Contexts, Hailey Nielson

All Graduate Reports and Creative Projects, Fall 2023 to Present

Purpose: 

This study examined longitudinal changes in /ɹ/ production (i.e., the “r” sound) among 14 children aged five to seven at risk for persistent speech sound disorders (SSDs). Children at risk for SSDs show slower or atypical development of /ɹ/, yet little is known about which early patterns predict persistent difficulty, making it difficult for clinicians to prioritize caseloads and provide timely intervention. Using perceptual accuracy ratings across varied /ɹ/ contexts, we modeled growth in /ɹ/ accuracy across different word contexts and evaluated the extent to which early accuracy and changes in /ɹ/production predicted mastery at age seven.

Methods: 

Longitudinal …

Uncanniness In Toni Morrison's The Bluest Eye, Seth L. Callor

All Graduate Reports and Creative Projects, Fall 2023 to Present

This thesis explores how Toni Morrison’s 1970 novel The Bluest Eye has a feature called the uncanny. Uncanniness, as originally explained by Sigmund Freud, is when something that was familiar becomes unsettlingly unfamiliar in a way that was likely once repressed. Other thinkers have since talked about how the uncanny is used in stories to question how their demographics are oppressed. Following their example, this thesis explains how The Bluest Eye is an example of using the uncanny to question harmful ways of seeing. Through demonstrating how The Bluest Eye uses obviously uncanny things like dolls and moves to more …

“Women Vs. Perfection:” A Pentadic Analysis Of Toxicity In Online Gaming, Niyayesh Arshadnia

All Graduate Reports and Creative Projects, Fall 2023 to Present

This thesis utilizes a mixed-methods approach to examine an online video game player community as a case study to diagnose the underlying reason for widespread hostile behavior, especially towards women, among players in the online gaming sphere. The application of dramatism, a rhetorical theory that breaks down human behavior into elements of drama, reveals that the gaming industry and gaming culture are the likely perpetuators of this issue due to the environments they create and the behaviors they reward. This project is a diagnostic step towards rhetorically alleviating the exclusionary attitude of users in online gaming spaces through further research.

Challenging Myths In Speech-Language Pathology: A Scientific Review Of Augmentative And Alternative Communication (Aac) Use, Bilingualism, And Late Talking, Mariah Morris

Undergraduate Honors Capstone Projects

Persistent myths within the field of speech-language pathology continue to influence clinical decision-making and contribute to biases experienced by both providers and clients. This scientific review examines common misconceptions surrounding late talking, bilingualism, and augmentative and alternative communication (AAC) by evaluating current evidence-based research. Specifically, this review addresses three central questions: Do children outgrow late talking? Does bilingualism cause language delay in children? Does AAC hinder speech development? 

An analysis of multiple peer-reviewed studies revealed little statistical support for the belief that bilingualism or AAC use causes language delays. Instead, research indicates that factors such as limited access to language-rich …

A Curriculum Development Study: Crafting And Teaching Curricula For Ell Students In China, Kayleigh Kearsley

Undergraduate Honors Capstone Projects

When teaching English Language Learners (ELL), it is important to understand the best practices and tools available to teach these students effectively and engagingly. In this curriculum development study, I examine and utilize effective and engaging practices for teaching ELL students and offer eleven lesson plans taught to a native Chinese speaker that reflect the implementation and development of these practices. Research consisted of both practical and theoretical sources concerning critical pedagogy for teaching ELL students. An understanding of students’ background shapes an understanding of language transfer, thus providing a more tailored teaching approach (Swan & Smith, 2001). The scaffolding …

Specimen, Basil Payne

All Graduate Theses and Dissertations, Fall 2023 to Present

“Specimen” is a collection of my original poetry drawn from my thesis that explores identity and experience through the lens of nature. Specimens are dead, preserved individuals of nature who are used for scientific study. They help us humans understand the world better, help us make scientific advancements, but can they do more than that? In my poetry, I see myself and all the other individuals as specimens, singularities with lessons to teach and things to learn. Listening to the more-than-human world, acknowledging their differences can help us understand the aspects of ourselves that feel out of place, be those …

Stream Education: How It Can Enrich The Expansion Of Social-Emotional Learning, Madalyn L. Menke

Curriculum and Instruction Undergraduate Honors Theses

This research project investigates the implementation of a STREAM Education curriculum – integrating science, technology, reading/writing, engineering, arts/humanities, and mathematics, with a group of fourteen elementary-aged students. The study explores how the intentional inclusion of Reading and the Arts within a traditional STEM framework - guided by the Collaborative for Academic, Social, and Emotional Learning CASEL framework - can enrich students’ social-emotional wellbeing and engagement in learning. In partnership with SOAR Afterschool Care, an eight-week instructional project was implemented in which students were read What Do You Do with an Idea? by Kobi Yamada as a central text. The book …

Motivational Systems In Education That Encourage Academic Achievement & Student Leadership, Hannah A. Lockhart, Angela Elsass Ed.D.

Curriculum and Instruction Undergraduate Honors Theses

This comprehensive literature review examines the impact of school-based motivational systems on students’ academic achievement, leadership development, and overall engagement. Drawing on contemporary motivational frameworks, motivation is conceptualized as a multidimensional construct shaped by internal psychological processes and external environmental factors. Particular emphasis is placed on autonomy, competence, relatedness, and belongingness as key mechanisms underlying intrinsic motivation, persistence, and leadership capacity. This extended review of literature addresses a gap in empirical studies on the implementation and effectiveness of specific motivational programs in diverse school settings. Additionally, it also addresses the influence of developmental stages and recent educational disruptions, including the …

Reading Cache Valley Rhetorics: Towards A Composition Pedagogy Of Place, Dax Gove

All Graduate Theses and Dissertations, Fall 2023 to Present

“Reading Cache Valley Rhetorics: Towards a Composition Pedagogy of Place” proposes that place—one’s immediate locale—is an essential element of ecocritical writing pedagogy. There are constant interacting rhetorical constructions of meaning within any given place across texts from the different groups who have lived there. In these local texts, the evidence of a rhetorically mediated reality is evident in the stark differences between natures and cultures—meaning is rhetorically constructed, down to the meaning of place and people. This project reads texts local to the author’s immediate locale, Cache Valley, Utah, from white LDS settler and Indigenous Shoshone rhetors in order to …

The Fourth Skill Revisited: A New-Ish Approach To Latin Pedagogy, Tyler Perry

All Graduate Theses and Dissertations, Fall 2023 to Present

This thesis examines a new way of teaching Latin that combines Gareth Morgan’s The Fourth Skill method with the traditional grammar-translation approach. Latin teaching has often moved between two extremes. Grammar-translation focuses heavily on analyzing grammar, while modern immersion-style approaches focus more on understanding the language through exposure. Each method has strengths but also clear limitations. Morgan’s The Fourth Skill (1968) tried to balance these approaches by focusing on reading real Latin texts, but it relied heavily on Morgan’s personal teaching and included little direct grammar instruction.

To address these problems, this study tested a revised version of the method …

When “Voice” Becomes Law: A Caution Against Emancipatory Complacency In Anti-Sexual Violence Feminism, Samantha Lillian To

LL.M. Essays & Theses

This Essay destabilizes a feminist project that seeks to emancipate sexually violated women in the United States through a rhetoric of voice. There is a body of feminist literature that imagines voice as unconstrained self-expression through which sexually violated women resist patriarchal oppression and heal from trauma. When projected onto the courtroom, however, this framework becomes an ideal that the legal process, by its structure, cannot fully accommodate. This Essay presents three claims. First, despite the emergence of a legal promise of “voice” after the enactment of the Crime Victims’ Rights Act, feminists should not treat it as the culmination …

Supporting An Inclusive Summer Camp For Children With Developmental Disabilities Who Use Aac And Their Neurotypical Peers: A Practice-Based Report, Jessica Hicks

Communication Disorders and Occupational Therapy Undergraduate Honors Theses

For my honors research, I completed an internship in an augmentative and alternative communication (AAC) lab at the University of Arkansas. For most of my internship work, I helped support an inclusive AAC summer camp for children with and without developmental disabilities, such as autism, for whom speech does not fully meet their communication needs. AAC includes high-tech tools such as communication apps on tablets that serve as speech-generating devices (SGDs). SGDs were used by many of the AAC summer camp participants with developmental disabilities. In this report, I will provide background information on AAC and developmental disabilities. I will …

Beyond Duality: The Doppelganger And The Multiplicity Of Identity In Oscar Wilde's The Picture Of Dorian Gray, Alyssa Roberts

Theses, Dissertations and Culminating Projects

This paper argues that Oscar Wilde uses The Picture of Dorian Gray to transform the Gothic doppelganger from a symbol of moral duality into a site of multiplicity that exposes the instability of identity. Earlier iterations of the double–ranging from mythic traditions to nineteenth-century texts—such as The Strange Case of Dr. Jekyll and Mr. Hyde—tend to structure the self through binary opposition. Wilde, however, reconfigures the double as an accumulative and dynamic process. This paper analyzes how Wilde disrupts the rigidity of Victorian binaries and society’s investment in duality through the portrait’s accumulation of the consequences of Dorian’s actions as …

The Acquisition Of English Vowel Contrasts By Brazilian Portuguese Speakers: A Study Of Brazilian Au Pairs In The U.S., Fernanda Lourenco Da Silva

Theses, Dissertations and Culminating Projects

Previous research has shown that second language vowel acquisition is influenced by linguistic and experiential factors, particularly for contrasts that do not exist in the learner’s first language. The present study investigated the acquisition of English vowel contrasts by Brazilian Portuguese speakers in a naturalistic immersion context, focusing on the /ɛ–æ/ and /i–ɪ/ contrasts. A total of N = 11 Brazilian au pairs or former au pairs living in the United States participated in the study. Data were collected through a quasi-longitudinal framework with pre-arrival and post-arrival speech recordings, a perception task, and a social background questionnaire. Production was analyzed …

Understanding How Latinx Millennials Attend To Their Mental Health And Emotional Well-Being: A Phenomenological Study, Natalie A. Nieves

Theses, Dissertations and Culminating Projects

Latinx millennials represent over half of the millennial population in the United States. Yet, existing research on how this population attends to their mental health and emotional well-being remains largely absent from the counseling literature. This descriptive phenomenological study asked: How do Latinx millennials attend to their mental health and emotional well-being? Twelve participants, identifying as Latinx millennials born between 1981 and 1996, residing in the United States, and actively engaging in practices supporting their mental health and emotional well-being, participated in a two-part, semi-structured interview process. Data were collected and analyzed using Colaizzi's phenomenological data analysis method. The findings …

Splitting Shores: Comparative Analysis Of Italy’S And Spain’S Reactions To Immigration, William E. Montgomery V

International and Global Studies Undergraduate Honors Theses

The divergence in public immigration sentiment between Italy and Spain, two countries with striking historical, geographic, and demographic similarities, is seen as a mystery for popular theoretical frameworks. Although both nations transitioned from net emigration to net immigration beginning in the 1970s and 1980s, Italy has consistently exhibited more negative attitudes toward immigration relative to the European average, while Spain has seen sustained improvement in immigration sentiment despite receiving immigrants at historically unprecedented levels. Employing a Most Similar Systems Design and drawing on quantitative demographic and survey data, primary legislative texts, and secondary scholarly literature, this thesis tests Group Threat …

Towards Multi-Hop Retrieval Using Bipartite Question-Oriented Graphs, Micah Mccollum

Electrical Engineering and Computer Science Undergraduate Honors Theses

Accurately answering multi-hop questions requires full retrieval of multiple, interdependent passages and is a long-standing problem in the area of natural language question answering (QA). While retrieval-augmented generation (RAG) helps address single-hop questions, many retrievers presently focus on semantic similarity in a dense vector space, which is insufficient for handling multi-hop questions specifically. To ameliorate this, we propose constructing a bipartite question- oriented graph composed of hypothetically generated questions connected to passages at index time. The construction of the graph is guided by a large language model (LLM) to prioritize the formation of edges that signal whether a question can …

Barriers To Effective Parent-Teacher Communication In K-5 Settings, Dylan Sawicki

Leadership Education Capstones

The purpose of this study was to examine barriers that influence parent-teacher communication in K-5 educational settings, with a focus on cultural background, communication methods, and parents’ prior experiences with educators. This study employed a quantitative research design and collected data through a nationwide Qualtrics survey distributed via email and social media platforms. Participants included parents of K-5 students. Findings suggest that most parents feel comfortable communicating with teachers and perceive cultural background and prior experiences as having minimal influence on communication. However, the data also indicate areas for improvement, particularly in the consistency, frequency, and clarity of communication methods …

Teaching Legal Thinking In The Age Of Ai: Reimagining Legal Education Through Cognitive Science And Deliberate Practice, Joan R. M. Bullock

University of Baltimore Law Review

No abstract provided.

Defining My Country: An Appalachian Educator’S Autoethnography Of Linguistic Erasure And Ai, Kimberly B. Wright

Dissertations

When students use AI writing tools to revise their work, the algorithms often erase the cultural and linguistic markers that constitute their authentic voice. This erasure operates through the same mechanisms that linguistic justice scholars have documented for decades: a dominant language ideology that frames non-dominant expression as deficient and “corrects” it into standardized prose. As a first-generation Appalachian educator who spent years suppressing her own voice to succeed in academic spaces, I recognize this pattern from the inside. Using autoethnography as a methodology, this study examines how my journey from voice erasure to reclamation informs my pedagogy to help …

The Cultivating Influences Of Mass Media: Portrayals Of Female Athletes In The Wnba, Reece Wassink

Senior Seminars and Capstones

The differences in how male and female athletes are represented in the media are a significant topic of scholarly interest for decades. My goals are to better understand how female athletes are positioned within the media landscape and how such portrayals may cultivate public perceptions of their athletic performance, because the sports community is powerful, influential, and historically dominated by masculine identities. This study extends the research conversation by examining the portrayal and coverage of female athletes on accounts/posts dedicated to women’s sports, especially the WNBA. This research is conducted through the observation and qualitative systematic content analysis of selected …

Why Is Living Still A B*Tch A Hundred Years Later? Finding Cultural Meaning In Adaptations Of Spring Awakening, Leah Marcil

Theses & ETDs

Inspired by my unique experience working on the musical Spring Awakening by Steven Sater and Duncan Sheik, this thesis asks the question: what type of cultural meanings do adaptations of the story of Spring Awakening create and transmit? In order to answer this question I first investigate the cultural context of Frühlings Erwachen , the original play by Frank Wedekind the musical is adapted from, in Chapter One. Chapter One also allows me to discuss translation as a form of adaptation by analyzing different English versions of the play. Chapter Two focuses on the debut Broadway production of Spring Awakening …

Enhancing Corporate Prayer Of The Clearwater Church Of Christ, Lyle Hinsdale

Doctor of Ministry Theses and Dissertations

This dissertation was designed to enhance corporate prayer in the Clearwater Church of Christ. The dissertation explores the formative role of corporate prayer in congregational life and how intentional engagement with the Psalms can deepen the theological and spiritual practice of prayer within a local church. Corporate prayer can slip into habitual practice with limited theological range or emotional depth. This project investigates whether structured use of the Psalms as a model for prayer can expand the language, theological imagination, and engagement in the prayers of a worshiping community. The study used participatory action research methodology and was conducted within …