Digital Commons Network^™

Llm-Adapters: An Adapter Family For Parameter-Efficient Fine-Tuning Of Large Language Models, Zhiqiang Hu, Lei Wang, Yihuai Lan, Wanyu Xu, Ee-Peng Lim, Lidong Bing, Xing Xu, Soujanya Poria, Roy Ka-Wei Lee

Research Collection School Of Computing and Information Systems

The success of large language models (LLMs), like GPT-4 and ChatGPT, has led to the development of numerous cost-effective and accessible alternatives that are created by finetuning open-access LLMs with task-specific data (e.g., ChatDoctor) or instruction data (e.g., Alpaca). Among the various fine-tuning methods, adapter-based parameter-efficient fine-tuning (PEFT) is undoubtedly one of the most attractive topics, as it only requires fine-tuning a few external parameters instead of the entire LLMs while achieving comparable or even better performance. To enable further research on PEFT methods of LLMs, this paper presents LLMAdapters, an easy-to-use framework that integrates various adapters into LLMs and …

Singapore's Hawker Culture At A Crossroads, Lily Kong

Research Collection School of Social Sciences

In a commentary, SMU President and Lee Kong Chian Chair Professor of Social Sciences Lily Kong discussed how Singapore’s hawker culture – which has been a key part of life in Singapore – has developed over the years. She also noted the anxieties over the long-term sustainability of hawker culture, but cited the 2021 National Environment Agency Hawker Perception Survey which offered cause for optimism as the overall experiences of and attitudes towards hawker centres were positive. Prof Kong noted the efforts made in encouraging young Singaporeans to enter the hawker trade and ensure recipes were inherited, but concluded only …

People, Place, And Planet: Global Review Of Use-Inspired Research On Water-Related Ecosystem Services In Urban Wetlands, Jason Sauer, Heejun Chang

Geography Faculty Publications and Presentations

With climate change and urbanization, city planners and developers have increasing interest and practice in constructing, restoring, or incorporating wetlands as forms of green infrastructure to maintain water-related ecosystem services (WES). We reviewed studies that valued in functional or monetary units the water regulation and purification services of urban wetlands around the globe. We used the adaptive management cycle (AMC) as a heuristic to determine the step that a study would represent in the AMC, the connections between the cycle steps that were used or considered, and the stakeholders involved. Additionally, we identified the social, ecological, and/or technological dimension(s) of …

Supremacy Lost?: Zoning, Covenants, And The Evolution Of Single-Family Ownership, Mary Jo Wiggins

Penn State Law Review (2003 - Present)

No abstract provided.

Early Effects Of The Emergency Rental Assistance Program: Evidence From A Natural Experiment, Logan Kern

Honors Capstones

No abstract provided.

The Reed-Above Embouchure: History, Geography And New Avenues For Clarinet Pedagogy, Gregorio Maria Paone

Dissertations, 2020-current

Clarinet is a versatile and expressive instrument that can be used in a variety of musical genres. This document is intended to investigate its versatility, how to develop it, and whether there are benefits from the adoption of an old approach, which today is generally considered obsolete.

Chapter 1 explores major issues involved in clarinet playing and tone production. I will discuss the physics of clarinet tone, as well as secondary approaches to tone production, such as double-lip embouchure. I will also devote a section of this chapter to clarinet equipment, especially the mouthpiece and the reed, and their mutual …

The Octofoil, October/November/December 2023, Ninth Infantry Division Association

The Octofoil

The Octofoil is the offical publication of the Ninth Infantry Division Association, Inc., an organization formed by the officers and men of the 9th Infantry Division in order to perpetuate the memory of fallen comrades, preserve the esprit de corps of the Division, promote peace and serve as an information bureau about the 9th Infantry Division. The Association is made up of 9th Infantry veterans from WWII and Vietnam, spouses, widows and lineal descendants.

The Common Law And First Amendment Qualified Right Of Public Access To Foreign Intelligence Law, Laura K. Donohue

Georgetown Law Faculty Publications and Other Works

For millennia, public access to the law has been the hallmark of rule of law. To be legally and morally binding, rules must be promulgated. Citizens’ knowledge of the law, in turn, serves as the lynchpin for democratic governance. In common law countries, it is more than just the statutory provisions and their execution that matters: how courts rule, and the reasoning behind their determination, proves central. Accordingly, in the United States, both common law and the right to petition incorporated in the First Amendment have long enshrined a presumed right of public right of access to Article III opinions …

Music With A Racial Nexus: Culture Clash In Los Angeles Punk Rock Communities, 1976-1981, Lawson Hammock

Electronic Theses and Dissertations

The chief argument of this work rests on the idea that culture-blindness—especially White ethnic-cultural blindness—contributed as much as issues of race to the heavily documented social rift between predominantly Chicanx, Eastside punk and the mostly-White, Westside punk rock communities of Los Angeles, 1976-1981. To date, historical blame for the divide has centered on racism, including racist intent. The second area of analysis directly relates to the first in that it demonstrates the inextricable link between cultural and spatial identity formation and assignment among the various scenes. This aspect of the study evaluates the complaints of some Eastside acts who have …

Influences Of A Formal Mentoring Program On African American Male Achievement Throughout High School And Beyond, Justin Smith

Graduate Theses and Dissertations (2019 - present)

There has been a growing concern for African-American male students (Hawkins-Jones & Reeves, 2020) due to the fact that they maintain consistently low achievement levels throughout their education and graduate from high school at lower rates than their peers. Their failure rate in math and reading on the National Assessment of Educational Practice (U.S. Department of Education, 2017) is above average, and the U.S. Department of Education, National Center for Education Statistics (Hussar et al., 2020) reported that they also have higher than average dropout, suspension, and truancy rates. The achievement and discipline gaps that African-American male students face in …

Falling Down The Rabbit Hole: World Building In Ya Literature, Claire Webb

Undergraduate Honors Theses

World building is a key component to many young adult novels, but what is world building and what are some different styles and techniques that authors use when constructing fictional universes? In this thesis, Falling Down the Rabbit Hole: World Building Techniques in YA Literature, I will examine Alice’s Adventures in Wonderland by Lewis Carroll (1865), The Princess Bride by William Goldman (1973), and my own unpublished novel, The Sun Kingdom, to compare different techniques and styles of world building. These works will be explored through the aspect of world building, focusing specifically on the importance of the geography, language, …

“Yo Sí Soy Boricua, Pa’ Que Tú Lo Sepas”: A Decolonial And Intersectional Analysis Of Alexandria Ocasio-Cortez, Jocelin Monge

Electronic Theses, Projects, and Dissertations

Historically speaking, political representation in Congressional districts in the U.S. has been predominantly White and male. Alexandria Ocasio-Cortez (AOC) is an example of a type of new mestizaconsciousness (Anzaldúa, 1987) given she is the youngest Latina congresswoman ever been elected to serve New York’s 14th Congressional District. This study employs an intersectional analysis on AOC’s viral moments with ‘The Squad’, Puerto Rico, Vogue, and Met Gala. Through a theoretical lens composed of elements of intersectionality (Crenshaw, 1991) and mestiza consciousness (Anzaldúa, 1987), this study focuses on three significant recurrent themes found in AOC’s estilos de resistencia or sensibilities …

Controls On Sediment Connectivity In Fluvial Networks Impacted By Wildfire Across Utah, Alec Arditti

All Graduate Theses and Dissertations, Fall 2023 to Present

Flooding and sedimentation caused by wildfire are among the greatest threats to watersheds, fish populations and reservoirs in the western US. Burned landscapes are at risk for increased runoff and erosion and have the potential to transport sediment that may put downstream resources at risk. The ability of the channel to transport sediment downstream, known as the connectivity, is important for determining where impacts may occur. Sediment bottlenecks are locations within the watershed where local conditions produce a persistent decrease in downstream connectivity of sediment, resulting in increased sediment deposition and potentially a substantial modification of the local channel and …

Edaphic And Climatic Regulation Of Microbial Carbon-Use Efficiency In Managed Semi-Arid Systems, Kirsten R. Butcher

All Graduate Theses and Dissertations, Fall 2023 to Present

In agricultural systems, an increasingly prevalent goal is to promote carbon sequestration into stable, mineral-associated soil organic matter, as increases in soil organic matter have been linked to increases in soil water-holding capacity and increases in nutrient availability. Because microbially-produced compounds are the foundation of soil organic matter, understanding interactions between management strategies and abiotic controls on microbial activity can prove invaluable for producers and ranchers interested in building soil organic matter and safeguarding production systems under a changing climate. The ability of microorganisms to contribute to growing soil organic matter stocks is dictated by their carbon-use efficiency, which is …

Specialized Recreation, Spatial Behavior, And Ecological Implications In The Nature Reserve Of Orange County, Ca, Jake Van Deursen

All Graduate Theses and Dissertations, Fall 2023 to Present

A widespread surge in park and protected area (PPA) visitation strikes managers with the imminent challenge of preserving ecological conditions and maintaining accessibility in the open spaces that are a fundamental component to the health and wellness needs of society. In the field of recreation resource management, recreation specialization, the selective channeling of interests and abilities into a specific recreational activity, has contributed to comprehensive understandings of recreation behavior, site preference, management perceptions and conservation support. Contributing to historical understandings of specialization can inform recreation planning on the diversity of uses occurring in urban-proximate PPAs. Survey data providing information on …

Phenology Of The Invasive Balsam Woolly Adelgid, Adelges Piceae (Ratz.) (Hemiptera: Adelgidae), On Subalpine Fir In Northern Utah, Elizabeth L. Rideout

All Graduate Theses and Dissertations, Fall 2023 to Present

Balsam woolly adelgid (BWA) is an invasive true fir pest in North America. Native to Europe, BWA was first discovered in Utah attacking subalpine fir in 2017. Recent BWA-caused subalpine fir mortality in northern Utah has prompted the need for baseline biological research to support pest management. Small-bodied and blending easily with its environment, BWA is a challenging pest to detect and study. Phenology, or the timing and characteristics of life stages through the year, of BWA varies depending on elevation and climate and is unstudied in Utah. This research focuses on defining aspects of BWA’s phenology, including the number …

Surface Water Hydrology Within The Great Salt Lake Basin, Madeline F. Merck

All Graduate Theses and Dissertations, Fall 2023 to Present

The Great Salt Lake (GSL) and its tributaries are ecologically and economically important resources for Utah. It is a highly saline lake, with salinity that is several times saltier than the ocean. Lake uses are heavily influenced by its salinity and lake level and, similarly, river uses by its streamflow quantity. Currently, the GSL Basin is experiencing changes that affect tributary inflows, lake level, and salinity. For my dissertation and in support of better lake management, I addressed important gaps in our understanding of the lake and the changes it is undergoing.

Chapter 2 is an examination of the distribution …

Investigating Parents' Value Of Children Learning About Agriculture, Amelia J. Miller

All Graduate Theses and Dissertations, Fall 2023 to Present

It is commonly held that parents have a profound impact on child development. Decades of research investigated the ways parents, the community, and school staff interact to foster student learning during kindergarten through twelfth grade education. Agriculture provides for daily needs through the growth, harvest, and processing of food, fiber, fuel, and forestry products. This research sought to understand the level of importance parents place on their children learning about agriculture in school.

A 26-question survey was distributed to a nationally representative sample of parents having at least one child in K-12 education within the United States. Results of this …

Developing Empirical Predictive Models To Support Conservation Planning For Threatened Frogs, Toads, And Turtles In South-Coastal California, Umarfarooq Adavudi Abdulwahab

All Graduate Theses and Dissertations, Fall 2023 to Present

Amphibians and reptiles (i.e., herptiles) are among the most threatened groups of species on Earth. The major threats to these species include the direct, indirect, and synergistic effects of habitat loss and fragmentation, invasive species, disease, overexploitation, and pollution. To protect and restore species, natural resource managers need effective, data-driven conservation plans that are grounded in sound knowledge of species distributions and habitat requirements. Species distribution models (SDMs) are popular tools used to assess species-habitat relationships. However, SDMs are sensitive to the choice and quality of input data, both of which can affect model accuracy and precision and lead to …

Reducing Inputs And Adding Value To Turfgrass Systems Through Clover Inclusion And Plant Growth-Promoting Rhizobacteria Applications, Paige E. Boyle

All Graduate Theses and Dissertations, Fall 2023 to Present

Recently, the US has seen an expansion in the amount of turfgrass land cover (lawns, parks, roadsides, sports fields, and golf courses), as well as an interest in reducing fertilizer, water, and pesticide use in these grass systems. To help maintain quality and function while reducing resource inputs, two promising approaches have emerged: planting clover into lawns and applying plant growth-promoting rhizobacteria.

White clover and grass mixtures have been studied for their ability to cut down on fertilizer usage and provide a uniform, dark green lawn, but other clover types have not been as widely studied and may provide similar …

De-Colonizing Media Literacy: An Indigenous Positive Deviance Case Study Of A Guam-Texas Community Empowering Civic Education For Inafaâ??Maolek Self-Determination, Roque Aguon

Open Access Theses & Dissertations

ABSTRACT

DE-COLONIZING MEDIA LITERACY: AN INDIGENOUS POSITIVE DEVIANCE CASE STUDY OF A GUAM-TEXAS COMMUNITY EMPOWERING CIVIC EDUCATION FOR INAFA’MAOLEK SELF-DETERMINATION

This case study delves into the realm of civic and media education within varied municipalities in Guam and Texas, which, to date, have been underexplored by contemporary Indigenous social science researchers within the dominant white culture. The investigation focuses on elucidating how influencers from diverse cultural groups employ education and propaganda in the municipal public policy-making process, contributing to holistic community development, democratic citizenship education, and social transformation. The primary aim of this study is to underscore the imperative need …

The Power Of Voice: The Role Of Target Voice Achievement In Enhancing Quality Of Life For Transgender Individuals In Gender-Affirming Voice Management Lab, El Paso, Texas, 2016-2022, Mehjabin Alam Hridi

Open Access Theses & Dissertations

Background: Gender-affirming voice management is an essential aspect of transgender people and research shows that achieving a congruent voice can significantly improve the quality of life. The role of voice as a central aspect of gender identity and expression and achieving a desired target voice can improve mental health outcomes, social functioning, and overall well-being. Purpose: The project assesses the impact of quality of life and voice treatment completion on voice disorders among transgender people. Methods: This clinical study included records for transgender individuals attending the Gender-Affirming Voice Management Lab in El Paso, TX, from 2016 to 2022. Measures collected …

Optimizing Remote Sensing Approaches For Dryland Carbon Flux Estimation, Kamal Nyaupane

Open Access Theses & Dissertations

Dryland ecosystems account for 40% of the global land surface area and play a vital role in the global carbon cycle. Gross Primary Productivity (GPP) is crucial for carbon exchange between ecosystems and the atmosphere, serving as a fundamental determinant of the carbon balance. However, precise modeling of GPP in terrestrial ecosystems, especially drylands, remains a complex challenge. This research utilizes a decade long spectral reflectance dataset acquired with a robotic tram system to estimate GPP using Random Forest model. The research exceled in capturing the complex spatio-temporal dynamics of the study site. Notably, the RF model exhibited best performance …

The Effect Of Stem Integrated Curriculum On Design Thinking Dispositions In Middle School: A Mixed Methods Study, Dina Thomason

Open Access Theses & Dissertations

There is an ever-increasing need for technologically literate citizens to find creative ways to solve societal problems. STEM, the integration of science, technology, engineering, and mathematics subjects continues to be a popular topic as schools grapple with how to best prepare students for an ever-evolving society. As societal and technological challenges emerge, design thinking has been lauded as a method to enable people to help tackle those challenges. The steps of the design thinking process, empathize, define, ideate, prototype and test align with engineering design and can be used as a problem-solving method in classrooms to help promote creativity, critical …

Secondary Administrators' Perceptions Of Truancy Decriminalization In Texas: House Bill 2398, Mae Read

Open Access Theses & Dissertations

Seven Campus Truancy Administrator's perceptions and lived experiences were investigated as they responded to mandated changes in Texas truancy policy and how effective the implemented Truancy Prevention Measures would be perceived on high school campuses located in Far West-Texas. Campus Truancy Administrators provided insight as to interpretation of policy on their individual campus; challenges associated with enforcement of truancy policy; the effectiveness of Truancy Prevention Measures; and how implementation of these measures resulted in additional changes pertaining to loss of credit; changing graduation rates; and enforcement of Truancy Prevention Measures on student groups exempted from court proceedings.The study found Campus …

Traditional And Emerging Modifiable Lifestyle Risk Behaviors For Non-Communicable Diseases In A Sample Of Hispanic/Latino American Adolescents Living In The U.S.-Mexico Border Region, Silvia Salinas Lopez

Open Access Theses & Dissertations

Background: Non-communicable diseases (NCDs) pose a significant global health threat, with modifiable lifestyle risk behaviors (mLRBs) contributing substantially to their onset. This study examined traditional and emerging mLRBs and their distribution on cross-sectional health outcomes among Hispanic/Latino in-school adolescents living on the U.S.-Mexico border. Methods: This secondary data analysis used information from the cross-sectional 2019 El Paso YHBS obtained through online surveys. The secondary data analyzed the prevalence, clustering, and co-occurrence of mLRBs of 539 Hispanic/Latino high school students. Results were compared to mLRBs findings corresponding to Hispanic/Latino adolescents who participated in the national and state 2019 CDC YRBSS. An …

Using Empowerment Theory To Improve Understanding Of Type 2 Diabetes Mellitus In Haitian American Women, Balkys Bivins, Brenda Owusu, Indra R Hershorin, Tony Umadhay, Janet Joseph, Arvinder Singh

Nursing & Health Sciences Research Journal

Introduction: The CDC (2020) revealed that the age-adjusted prevalence of diabetes mellitus in the United States among the Black, non-Hispanic population is 16.8%. A study conducted by Bivins et al. (2021) revealed a 39% prevalence of type 2 diabetes mellitus (T2DM) among Haitian Americans (HAs) living in several states. In the literature, HAs are often grouped with Black Americans, yet Haitian American women (HAW) have unique struggles with treatment and management of T2DM. No prior study used the empowerment theory to improve the management of T2DM in HAW. Purpose: To improve the understanding of T2DM in HAW using empowerment theory. …

Habitat Associations Of Plains Spotted Skunk (Spilogale Interrupta) Across The Plains Ecoregion. And The Landcover Occupancy Models Of The Gray Fox (Urocyon Cinereoargenteus) In The Southeastern Plains Region In Arkansas, Michael Shaw

Graduate Theses and Dissertations

Much of the landscape of the United States has been altered by humans, leading to the eradication of most populations of large mammalian predators. Consequently, many species of mammalian mesopredators (medium-sized mammalian predators) have come to dominate the landscape. Species such as the gray fox (Urocyon cinereoargenteus) may appear to be on the rise and doing well due to their widespread range, but at a local scale may need monitoring and less is known in areas of its range. Others such as the plains spotted skunk have a wide range across the plains but are on the decline even with …

Shallow Groundwater Distributions And Changes With Sea Level Rise In Seattle, Washington, Taylor L. Watson

Graduate Theses and Dissertations

Sea level rise (SLR) associated hazards, such as coastal flooding and erosion, are pressing issues of great concern for coastal communities across the globe. Shallow and emergent groundwater can contribute to groundwater hazards such as flooding, landslides, or damage to shallow infrastructure. This study investigates the shallow groundwater within Seattle, Washington, and projects how it will respond to SLR using interpolation and numerical groundwater modeling methods. Then, a geologic modeling method is presented as a preliminary investigation of heterogeneity and anisotropy within the aquifer system. In the results for the present-day interpolation, ~6 % of the coastal buffer –the total …

Modeling The Peak Ground Acceleration And Assessing The Economic Loss And Casualty Due To Potential Earthquakes Of Various Magnitudes In The New Madrid Seismic Zone, Mahmud Afroz

Graduate Theses and Dissertations

The New Madrid Seismic Zone (NMSZ) is one of the active tectonic zones capable of producing big earthquakes in the southcentral USA. The objective of this study was to assess the economic losses and casualties that might be caused by various magnitudes of seismic events in the NMSZ. The manifestation is the estimation for each magnitude which is using the Peak Ground Acceleration (PGA) that might occur during an earthquake. It is calculated using an attenuation function that correlates the intensity of local ground movement, the earthquake magnitude, and the distance from its epicenter. The assessment of casualties was conducted …