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Full-Text Articles in Social and Behavioral Sciences

Successful Eastern Oyster (Crassostrea Virginica) Recruitment On Intertidal Artificial Substrates In Virginia, Usa, Rochelle D. Seitz, Kathleen E. Knick, Emily Suchonic, Amanda Pysher Jan 2025

Successful Eastern Oyster (Crassostrea Virginica) Recruitment On Intertidal Artificial Substrates In Virginia, Usa, Rochelle D. Seitz, Kathleen E. Knick, Emily Suchonic, Amanda Pysher

OES Faculty Publications

Declines of eastern oyster (Crassostrea virginica) populations and scarcity of natural oyster shell necessitate quantifying the effectiveness of artificial oyster reef substrates over varying environmental conditions. Oyster castles are often used in intertidal areas with moderate wave energy; however, new concrete, natural-looking substrates, GROW Reef Tiles, are now available. Eastern oyster recruitment and size on oyster castles (OC) and GROW Reef Tiles (GT), with 27% higher surface area on OC, were assessed three times over 25 months in locations with varying salinity. Four sites in the Chesapeake Bay region were examined: Cherrystone Inlet, Mockhorn Bay, Elizabeth River, and …


Agu's Scientific Legacy, Eileen E. Hofmann, Tissa Illangasekare, Francis A. Macdonald, Michael J. Mcphaden, Anne Meltzer, Imke De Pater, Susan J. Roberts, Anne M. Thompson Jan 2025

Agu's Scientific Legacy, Eileen E. Hofmann, Tissa Illangasekare, Francis A. Macdonald, Michael J. Mcphaden, Anne Meltzer, Imke De Pater, Susan J. Roberts, Anne M. Thompson

OES Faculty Publications

The AGU community is a resource for insights into how past research has influenced today's science and will continue to inform the Earth and Space sciences of the future. To capture the voices and opinions from this community, three interviews were held at the 2024 AGU Meeting and broadcast on AGUTV. The interviews with Richard Alley, Susan Lozier and Rana Fine aligned with the daily themes for the 2024 AGU Meeting. The interviewees shared insights from their experiences about the importance of science and how science has shaped their careers and society.


Is The Light Triad Really That Light?: The Light Triad's Role In Relationship Savior Complex, Skylar Robinson, Gary Lewandowski Jan 2025

Is The Light Triad Really That Light?: The Light Triad's Role In Relationship Savior Complex, Skylar Robinson, Gary Lewandowski

Modern Psychological Studies

Light triad traits, such as optimism, empathy, and compassion, are theorized to be three main components of a prosocial and compassionate orientation. However, in romantic relationships, those qualities may encourage a “savior complex” in which one partner attempts to help, fix, or change their partner’s less ideal components. To study this, 106 participants ranging in age from 18 to 24 years old were surveyed about their light triad traits, helping/savior complex behavior, confidence as a romantic partner (i.e., self-efficacy), closeness with their partner (i.e., inclusion of other in the self), and perceived responsiveness toward their partner. As hypothesized, those who …


Pacific Islander Mental Health: A Literature Review, Shawn I. Dobberfuhl Jan 2025

Pacific Islander Mental Health: A Literature Review, Shawn I. Dobberfuhl

Modern Psychological Studies

Mental health among Pacific Islanders remains an underexplored area in research. This review aims to synthesize existing research on the mental health status of Pacific Islanders, focusing on mental health risk factors and mental health service utilization. A systematic search across APA PsychInfo spanning from 2015 to 2024 yielded 11 relevant articles, which were subsequently analyzed and synthesized. Findings suggest that Pacific Islanders experience unique stressors, including, racial discrimination, socioeconomic disparities, and cultural stigma surrounding mental health. However, there is a disparity in culturally sensitive assessment tools and interventions tailored specifically to this population. Future research should prioritize phenomenological methods, …


Is My Parent Narcissistic? Retrospective Perceptions Of The Adult Child On Their Parent’S Narcissistic Tendencies, Amy Palumbo, Ashley Hansen-Brown Dr. Jan 2025

Is My Parent Narcissistic? Retrospective Perceptions Of The Adult Child On Their Parent’S Narcissistic Tendencies, Amy Palumbo, Ashley Hansen-Brown Dr.

Modern Psychological Studies

Narcissism development in children has been a widely studied subject; however, little research has examined parental narcissism. Previous researchers found that parental narcissism is related to non-ideal parent-child bonds, which often results in parents having low senses of well-being and satisfaction with their bond (Hart et al., 2017; Horton, 2021). For each of our studies, we explored how aspects of an individual’s growth and development are linked with parental narcissism as recalled by adult children. In Study 1, we investigated the link between both recalled grandiose and vulnerable parental narcissism and the mental well-being and self-esteem of our participants. In …


Normalizing Delinquency And Risky Behaviors In Adolescents: An Application Of Neutralization Theory To Parents, Audrey Cheatham Jan 2025

Normalizing Delinquency And Risky Behaviors In Adolescents: An Application Of Neutralization Theory To Parents, Audrey Cheatham

Theses and Dissertations

Sykes and Matza’s Neutralization theory (1957) was originally developed to explain juvenile involvement in delinquency, with extensions of this theory being used to understand crime in other offending groups. Although neutralization theory has been widely applied to offenders, far less research has examined how neutralizations may be used by non-offending groups. This study applies Sykes and Matza’s framework to parents to explore whether neutralizations are being employed to justify risk taking or delinquent behavior among their adolescent children. This study also examines how parents differentiate risky behavior from delinquent behavior, as well as their attitude towards seven major risk factors …


The Moderating Effects Of Need-Supply And Demand-Ability Fit On The Relationship Of Vocational Interest Fit And Job Satisfaction, Munkhjin Bat-Ireedui Jan 2025

The Moderating Effects Of Need-Supply And Demand-Ability Fit On The Relationship Of Vocational Interest Fit And Job Satisfaction, Munkhjin Bat-Ireedui

Theses and Dissertations

The current study examined the relationship between vocational interest fit and global job satisfaction and explored how demand-ability fit and need-supply fit moderated this association. The results showed that there was a significant positive relationship between vocational interest fit and job satisfaction. Furthermore, while demand-ability fit and need-supply fit were positively associated with job satisfaction, their moderating effects were non-significant. This study showcases the importance of different types of fit in relation to global job satisfaction. The discussion provides future research ideas, including longitudinal or time-lagged study design and development of fit scales via artificial intelligence.


Savior To Ally: Exploring White Students' Decisions To Major In Social Work Through The Lens Of White Saviorism, Amy S. Dennison Jan 2025

Savior To Ally: Exploring White Students' Decisions To Major In Social Work Through The Lens Of White Saviorism, Amy S. Dennison

Theses and Dissertations

This qualitative study explored how white students chose social work as a major and how white savior ideology reinforced or challenged students’ choices. The study contributes to a gap in the literature regarding white saviorism and social work education. Using a phenomenological approach, data were collected through semi-structured interviews from five undergraduate social work students at one Midwestern state university. Transcripts were analyzed thematically using Moustakas’ data analysis for phenomenology framework. The findings revealed that participants chose social work because of an intent to help others, as well as a desire for their work to have a meaningful impact. White …


The Choice Process Of A Higher Education: Latine College Women And The Effects Of Marianismo, Karina Trujillo Jan 2025

The Choice Process Of A Higher Education: Latine College Women And The Effects Of Marianismo, Karina Trujillo

Theses and Dissertations

Latine women have significantly increased their enrollment in higher educational institutions throughout recent years. Castillo and colleagues (2010) developed the Marianismo Belief Scale centered around five pillars: “Family,” “Virtuous and Chaste,” “Subordinate to Others,” “Self-Silencing to Maintain Harmony,” and “Spiritual.” The purpose of this study is to (1) provide insight into how Latine women make the vital decision to attend college and (2) explore how marianismo may limit or act as a protective factor. This study interviewed 12 Latinx college women who shared their experiences on how the role of marianismo impacted their decision regarding their college choice process. Content …


Perceptions And Treatment Decisions For A Drug Offender Based On Social Class, Cocaine Type, Personal Characteristics, And Compassionate Love: A Vignette Study, Yasmin A. Odeh Jan 2025

Perceptions And Treatment Decisions For A Drug Offender Based On Social Class, Cocaine Type, Personal Characteristics, And Compassionate Love: A Vignette Study, Yasmin A. Odeh

Theses and Dissertations

Problem: The shift from a focus on rehabilitation to the more punitive, “tough on crime” approach to illegal behavior in the U.S. has been enacted in no small way by policies connected to the use and abuse of drugs. The disparities between crack and powder cocaine—two chemically similar substances—have headlined this shift (Vagins and McCurdy 2006). However, research is scarce on laypeople’s approval of deterrence approaches for drug offenses, including as a function of types (e.g., powder vs. cocaine possession). This study examined people’s perceptions of prosecutorial decisions for drug offenders—whether they are punished, rehabilitated, or both—and whether people perceived …


Categorical Perception Of The Index Finger As An American Sign Language Phonological Construct, Lareina Hingson, Jeffrey Jack Green, Brooklyn Lorenc Jan 2025

Categorical Perception Of The Index Finger As An American Sign Language Phonological Construct, Lareina Hingson, Jeffrey Jack Green, Brooklyn Lorenc

Faculty Publications

In American Sign Language, specific handshapes found in the manual alphabet and/or numbering system (such as the pointed index finger—the number “1”—and its bent counterpart—the letter “x”) are assumed to be phonologically distinct under the rationale that bentness of the finger(s) constitutes a phonemic distinctive feature. This study investigates this notion, building on previous behavioral studies of American Sign Language categorical perception of bentness of the index finger. We examined varying levels of bentness between 180◦ and 90◦ using a scale ranging from the signs BLACK and SUMMER in the standard dialect. Experiment 1 found that when presented with all …


How Overcoming Linguistic Discrimination Benefits The World, Joseph A. Stanley, Lisa Morgan Johnson, Eve Okura Koller, Vashti Wai Yu Lee, Hallie Davidson, Valeria Prieto Hurtado, Sam Keddington, Hazel Mattson, Abigail Mueller, Sydney Jo Pederson, Maryn Perschon, Reese Rugg, Eliza Whiting Jan 2025

How Overcoming Linguistic Discrimination Benefits The World, Joseph A. Stanley, Lisa Morgan Johnson, Eve Okura Koller, Vashti Wai Yu Lee, Hallie Davidson, Valeria Prieto Hurtado, Sam Keddington, Hazel Mattson, Abigail Mueller, Sydney Jo Pederson, Maryn Perschon, Reese Rugg, Eliza Whiting

Faculty Publications

What is linguistic discrimination?

  • Restricting access or opportunities based on speech (e.g., accent, pronunciation, grammatical system, tone or pitch)
  • One of the last socially acceptable discriminatory practices in the international community
  • A source of injustice that impacts many of God’s children every day

Linguistic discrimination is real! Here’s what it looks like…

In Healthcare:

  • More questions about insurance coverage; later appointments (Wisniewski and Walker 2020)
  • Lower access to mental health services (Kugelmass 2016)
  • More referrals for speech therapy (Charity Hudley et. al. 2018)

In Education:

  • Students receiving negative judgments from teachers (Bowie & Bond 1994; Cecil 1988; Wheeler 2019)
  • Teachers …


Restorative Justice Initiatives In Marin County: Mitigating The Impacts Of The School-To-Prison Pipeline On Youth, Gina Dudley Jan 2025

Restorative Justice Initiatives In Marin County: Mitigating The Impacts Of The School-To-Prison Pipeline On Youth, Gina Dudley

Social Justice | Senior Theses

My senior thesis project delves into Restorative Justice's role in addressing the school-to-prison pipeline in Marin County. Restorative Justice prioritizes repairing the harm caused by crime to individuals, relationships, and communities, advocating for offenders to take responsibility and make amends rather than solely facing punishment (Restorative Justice Exchange, 2022). My capstone aims to pinpoint factors driving student exclusion from schools and subsequent entanglement in the legal system while highlighting how restorative approaches can prevent such outcomes. Additionally, it discusses the benefits of removing police officers from schools and reducing reliance on law enforcement within educational settings. My research will use …


The Role Of Sexual Assault Nurse Examiners: Addressing The Shortage And Its Implications For Healthcare, Isabel Mary Mccarthy Jan 2025

The Role Of Sexual Assault Nurse Examiners: Addressing The Shortage And Its Implications For Healthcare, Isabel Mary Mccarthy

Nursing | Senior Theses

Background: Sexual Assault Nurse Examiners (SANE) are registered nurses specifically trained to perform forensic examinations and provide medical and emotional support to sexual assault victims. Many nursing programs lack formal education on SANE practices, which can hinder students' preparedness to address such cases in their future careers.

Method: A mixed-methods, three-phase approach to evaluate the effectiveness of a Sexual Assault Nurse Examiner (SANE) training module within the Dominican University of California Nursing Program. 40- 60 nursing students will be separated into two separate community health classes with one given module in SANEs nursing and the other not. Both classes …


An Overview Of The Special Issue, Rachel Gibson, Trent Buskirk Jan 2025

An Overview Of The Special Issue, Rachel Gibson, Trent Buskirk

Data Science Faculty Publications

[Introduction] Across the quantitative social sciences, researchers increasingly face significant challenges and opportunities prompted by the arrival of new sources of very rich, highly granular, and often unstructured digital data. While traditional methods such as surveys and content analysis tools remain indispensable for measuring individual attitudes, behaviors, demographic characteristics, and media messaging online, they often struggle to capture the complex multimodal information streams and metadata generated by social media platforms, mobile devices, sensors, and tracking applications. Collecting and analyzing these diverse new forms of content, dynamic moment-to-moment behaviors, and naturally occurring interactions has become a pressing and exciting research task-one …


Livelihood Adaptive Strategies And Marginalization In Decision-Making: A Study Of Glacial Lake Outburst Flood (Glof) Vulnerable Communities In Northern Pakistan, Sobia Shah Jan 2025

Livelihood Adaptive Strategies And Marginalization In Decision-Making: A Study Of Glacial Lake Outburst Flood (Glof) Vulnerable Communities In Northern Pakistan, Sobia Shah

Graduate Theses/Dissertations

This study examines livelihood adaptation strategies and the dynamics of marginalization in decision-making within communities vulnerable to Glacial Lake Outburst Floods (GLOFs) in Gilgit-Baltistan, Northern Pakistan. Grounded in a vulnerability framework encompassing exposure, sensitivity, and adaptive capacity, it addresses two objectives: identifying household and community-level adaptation strategies to GLOF risks and analyzing structural drivers of marginalization in adaptation decision-making. A mixed-methods design was used, combining a systematic review of GLOF measures in the Hindu Kush Himalaya (HKH) region with a household survey of 150 respondents in Hassanabad and Hoper valleys. Generalized Additive Models (GAMs) assessed how socio-demographic, economic, institutional, and …


A Cadaver Story: Relationality In The Anatomy Laboratory, Stephanie Teasley Jan 2025

A Cadaver Story: Relationality In The Anatomy Laboratory, Stephanie Teasley

Graduate Theses/Dissertations

Cadavers in the human anatomy laboratory occupy a liminal social space, a circumstance that presents a variety of challenges for anatomy students. Cadavers are intended to be scientific objects for study, but their human status makes dissection uniquely challenging. Many of the obstacles to working in the laboratory result from discomfort experienced at the thought of cutting a person (i.e. a social being). In this project, I use ‘cadaver’ to indicate a category of being created in and for the anatomy laboratory. This is distinct from the more general ‘dead body’ in that the category cadaver enables emotional distance and …


Anxiety And Body-Focused Repetitive Behaviors: A Systematic Review And Meta-Analysis Of Comorbidity Rates And Symptom Associations, Kathryn E. Barber, Isabella F. Cram, Elyse C. Smith, Leila K. Capel, Ivar Snorrason, Douglas W. Woods Jan 2025

Anxiety And Body-Focused Repetitive Behaviors: A Systematic Review And Meta-Analysis Of Comorbidity Rates And Symptom Associations, Kathryn E. Barber, Isabella F. Cram, Elyse C. Smith, Leila K. Capel, Ivar Snorrason, Douglas W. Woods

Psychology Faculty Research and Publications

Body-focused repetitive behavior (BFRB) disorders, including hair pulling disorder (trichotillomania [TTM]) and skin picking disorder (SPD), frequently co-occur with anxiety disorders, but reported comorbidity rates vary widely. Additionally, research on the relationship between anxiety and BFRB symptoms has yielded inconsistent findings. This meta-analysis and systematic review examined (1) the prevalence of comorbid anxiety disorders in individuals with BFRB disorders and (2) correlations between anxiety and BFRB symptom measures. The study protocol was pre-registered on PROSPERO. A systematic search of PsycInfo, PubMed, and Web of Science identified 119 studies (N=15,902) reporting anxiety prevalence rates in BFRB disorders and/or correlations between anxiety …


Data‐Driven Approach To Dynamic Resting State Functional Connectivity In Post‐Traumatic Stress Disorder: An Enigma‐Pgc Ptsd Study, Jacklynn M. Fitzgerald Jan 2025

Data‐Driven Approach To Dynamic Resting State Functional Connectivity In Post‐Traumatic Stress Disorder: An Enigma‐Pgc Ptsd Study, Jacklynn M. Fitzgerald

Psychology Faculty Research and Publications

Using functional magnetic resonance imaging (fMRI), symptoms of posttraumatic stress disorder (PTSD) have been associated with aberrations in brain networks in the absence of a given cognitive demand or task, called resting-state networks. Prior work has focused on disruption in the static functional connectivity (FC) among specific regions constrained by a priori hypotheses. However, dynamic FC, an approach that examines brain network characteristics over time, may provide a more sensitive measure to understand the network properties underlying dysfunction in PTSD. Further, using a data-driven analytic approach may reveal the contribution of other larger network disturbances beyond those revealed by hypothesis-driven …


6-Week Student Wellness Program Improves Psychological Wellbeing Of Students, Alyson C. Gerdes, Nakia S. Gordon Jan 2025

6-Week Student Wellness Program Improves Psychological Wellbeing Of Students, Alyson C. Gerdes, Nakia S. Gordon

Psychology Faculty Research and Publications

Objective: Employing a waitlist control design, the current study examined the effectiveness of a shortened version of a newly developed wellness program.

Participants/Methods: Twenty-four students were randomly assigned to an experimental wellness (EW) group or a waitlist control (WLC) group. The 6-week wellness program focused on specific wellness topics (i.e., relaxation and mindfulness, yoga, gratitude and self-compassion, emotion regulation, goal setting and time management, and nutrition and movement). Both mental health and wellbeing outcomes were examined pre-post group.

Results/Conclusions: Findings revealed that the EW group reported significantly improved overall psychological wellbeing, optimism, self-compassion, and satisfaction with life following the program …


Nh Ece Research Consortium 2024 Activity Timeline, Jess Carson, Evan England Jan 2025

Nh Ece Research Consortium 2024 Activity Timeline, Jess Carson, Evan England

New Hampshire Early Care and Education Research Consortium

The New Hampshire Early Care and Education (NH ECE) Research Consortium is a network of researchers and research users committed to strengthening the state's ECE landscape through the use of data. Discover what the Consortium accomplished during its first full year in this 2024 Activity Timeline.


Foundation Models In Bioinformatics, Fei Guo, Renchu Guan, Yaohang Li, Qi Liu, Xiaowo Wang, Can Yang, Jianxin Wang Jan 2025

Foundation Models In Bioinformatics, Fei Guo, Renchu Guan, Yaohang Li, Qi Liu, Xiaowo Wang, Can Yang, Jianxin Wang

Computer Science Faculty Publications

With the adoption of foundation models (FMs), artificial intelligence (AI) has become increasingly significant in bioinformatics and has successfully addressed many historical challenges, such as pre-training frameworks, model evaluation and interpretability. FMs demonstrate notable proficiency in managing large-scale, unlabeled datasets, because experimental procedures are costly and labor intensive. In various downstream tasks, FMs have consistently achieved noteworthy results, demonstrating high levels of accuracy in representing biological entities. A new era in computational biology has been ushered in by the application of FMs, focusing on both general and specific biological issues. In this review, we introduce recent advancements in bioinformatics FMs …


Not Here, Go There: Analyzing Redirection Patterns On The Web, Kritika Garg, Sawood Alam, Dietrich Ayala, Michele C. Weigle, Michael L. Nelson Jan 2025

Not Here, Go There: Analyzing Redirection Patterns On The Web, Kritika Garg, Sawood Alam, Dietrich Ayala, Michele C. Weigle, Michael L. Nelson

Computer Science Faculty Publications

URI redirections are integral to web management, supporting structural changes, SEO optimization, and security. However, their complexities affect usability, SEO performance, and digital preservation. This study analyzed 11 million unique redirecting URIs, following redirections up to 10 hops per URI, to uncover patterns and implications of redirection practices. Our findings revealed that 50% of the URIs terminated successfully, while 50% resulted in errors, including 0.06% exceeding 10 hops. Canonical redirects, such as HTTP to HTTPS transitions, were prevalent, reflecting adherence to SEO best practices. Non-canonical redirects, often involving domain or path changes, highlighted significant web migrations, rebranding, and security risks. …


The Invisible Influencer In Information Infrastructure, Herbert Van De Sompel, Michael L. Nelson Jan 2025

The Invisible Influencer In Information Infrastructure, Herbert Van De Sompel, Michael L. Nelson

Computer Science Faculty Publications

The UPS Prototype was a proof-of-concept web portal built in preparation for the Universal Preprint Service Meeting held in October 1999 in Santa Fe, New Mexico. The portal provided search functionality for a set of metadata records that had been aggregated from a range of repositories that hosted preprints, working papers, and technical reports. Every search result was overlaid with a dynamically generated menu, called an SFX-menu, that provided a selection of value-adding links for the described scholarly work. The meeting eventually led to the Open Archives Initiative and its Protocol for Metadata Harvesting (OAI-PMH), which remains widely used in …


Github Repository Complexity Leads To Diminished Web Archive Availability, David Calano, Michael Nelson, Michele Weigle Jan 2025

Github Repository Complexity Leads To Diminished Web Archive Availability, David Calano, Michael Nelson, Michele Weigle

Computer Science Faculty Publications

Software is often developed using versioned controlled software, such as Git, and hosted on centralized Web hosts, such as GitHub and GitLab. These Web hosted software repositories are made available to users in the form of traditional HTML Web pages for each source file and directory, as well as a presentational home page and various descriptive pages. We examined more than 12,000 Web hosted Git repository project home pages, primarily from GitHub, to measure how well their presentational components are preserved in the Internet Archive, as well as the source trees of the collected GitHub repositories to assess the extent …


Uncertainty-Aware Deep Learning Framework For Forecasting Coastal Water Level In Virginia Beach, Md Mahmudul Hasan, Malachi Schram, Sridhar Katragadda, Diana Mcspadden, Alisa N. Udomvisawakul, Heather Richter, Frank Liu Jan 2025

Uncertainty-Aware Deep Learning Framework For Forecasting Coastal Water Level In Virginia Beach, Md Mahmudul Hasan, Malachi Schram, Sridhar Katragadda, Diana Mcspadden, Alisa N. Udomvisawakul, Heather Richter, Frank Liu

Computer Science Faculty Publications

Coastal areas like Virginia Beach, USA, are increasingly vulnerable to flooding. To mitigate the impact of flooding, it is crucial for the City of Virginia Beach to have reliable 72-hour-ahead (3 days) forecasts of water levels at key gauge locations. To support this effort, several sensors have been installed throughout the city to monitor water levels and other environmental parameters such as wind speed, precipitation, and atmospheric pressure. Leveraging sensor data from one of these locations, we developed an uncertainty-aware deep learning model to forecast water levels. We employed deep quantile regression (DQR) to quantify variability in the predictions and …


Coming Back Differently: An Exploratory Case Study Of Near Death Experiences Of Webpages, Lesley Frew, Michael L. Nelson, Michele Weigle Jan 2025

Coming Back Differently: An Exploratory Case Study Of Near Death Experiences Of Webpages, Lesley Frew, Michael L. Nelson, Michele Weigle

Computer Science Faculty Publications

In this case study, we use web archives to analyze 8,824 webpages that were taken offline and subsequently put back online, thus experiencing a “near death experience.” We enumerate the stages of a webpage’s near death experience, including the change from a successful HTTP status code to non-successful and back, the intermediate stage with markers such as an under construction banner, and an analysis of how the pages came back differently.


Can Llms Beat Humans On Discerning Human-Written And Llm-Generated Science News, Dominik Soós, Meng Jiang, Jian Wu Jan 2025

Can Llms Beat Humans On Discerning Human-Written And Llm-Generated Science News, Dominik Soós, Meng Jiang, Jian Wu

Computer Science Faculty Publications

Science news is increasingly important in connecting scientists and the public by sharing discoveries and innovations. With the rise of large language models (LLMs), there is potential to automate science news creation, but concerns exist about the quality of LLM-generated news versus human-written news. This paper explores whether LLMs can outperform humans in distinguishing between human-written and LLM-generated news. Inspired by the Chain-of-Thought prompting method, we designed a simple yet effective variant called Guided Few-shot (GFS), which encodes the characteristics of news of two types with examples. Our experiments indicated that GFS with just a single example effectively boosted the …


From Philosophy To Nlu: Evolving Definitions Of Research Hypotheses, Jian Wu, Sarah Rajtmajer Jan 2025

From Philosophy To Nlu: Evolving Definitions Of Research Hypotheses, Jian Wu, Sarah Rajtmajer

Computer Science Faculty Publications

Over the past decades, alongside advancements in natural language processing, significant attention has been paid to training models to automatically extract, understand, test, and generate hypotheses in open and scientific domains. However, interpretations of the term hypothesis for various natural language understanding (NLU) tasks have migrated from traditional definitions in the natural, social, and formal sciences. Even within NLU, we observe differences defining hypotheses across literature. In this paper, we overview and delineate various definitions of hypothesis. Especially, we discern the nuances of definitions across recently published NLU tasks. We highlight the importance of well-structured and well-defined hypotheses, particularly as …


Characterizing Language Use In Online Accessibility Discussion Forums, Nithiya Venkatraman, Anand Ravi Aiyer, Yash Prakash, Sampath Jayarathna, Hae-Na Lee, Vikas Ashok Jan 2025

Characterizing Language Use In Online Accessibility Discussion Forums, Nithiya Venkatraman, Anand Ravi Aiyer, Yash Prakash, Sampath Jayarathna, Hae-Na Lee, Vikas Ashok

Computer Science Faculty Publications

Discussion forums are one of the favored platforms for knowledge sharing. Given their popularity, copious research exists on understanding the linguistic and behavioral characteristics of forum conversations, so as to inform the design of many downstream applications including discourse visualization, sentiment analysis, and question answering. However, prior investigations have mainly focused on general forums designed primarily for sighted users, and as such the applicability of their findings to dedicated accessibility discussion forums frequented by blind screen reader users remains unanswered. To bridge this knowledge gap and facilitate the development of better-informed assistive technologies for blind people, we investigated language use …