GINopic: Topic Modeling with Graph Isomorphism Network
Topic modeling is a widely used approach for analyzing and exploring large document collections. Recent research efforts have incorporated pre-trained contextualized language models, such as BERT embeddings, into topic modeling.
Adhya, Suman, Sanyal, Debarshi Kumar
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From Digital Library to Open Datasets: Embracing a "Collections as Data" Framework
This article discusses the burgeoning “collections as data” movement within the fields of digital libraries and digital humanities. Faculty at the University of Utah’s Marriott Library are developing a collections as data strategy by leveraging existing ...
Cummings, Rebekah +3 more
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Location‐Specific Hematoma Volume Predicts Early Neurological Deterioration in Supratentorial ICH
ABSTRACT Objective Early neurological deterioration (END) adversely affects outcomes in patients with intracerebral hemorrhage (ICH). This study aimed to determine the location‐specific hematoma volumes for END in supratentorial ICH patients. Methods We retrospectively analyzed supratentorial ICH patients presenting from two prospective cohorts.
Zuoqiao Li +10 more
wiley +1 more source
User eXperience Perception Insights Dataset (UXPID): Synthetic User Feedback from Public Industrial Forums. [PDF]
Kulyabin M +7 more
europepmc +1 more source
Sex Representation in US Stroke Clinical Trials: A Decade of Trends and Challenges
ABSTRACT Objective Stroke remains a major cause of disability and mortality in the US, with significant sex‐based disparities, and females remain underrepresented in stroke clinical trials. We aimed to examine sex representation in US‐based stroke clinical trials, identify trial characteristics associated with higher female enrollment (≥ 50%), and ...
Chaitali Dagli +5 more
wiley +1 more source
Swahili Dholuo Topic Classification Dataset
Edwin Onkoba +2 more
openaire +1 more source
Public-use Linked Mortality File: Updated March 2020 [PDF]
Updated March 2020The National Center for Health Statistics (NCHS) has linked data collected from several NCHS population surveys with death certificate records from the National Death Index (NDI).
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Elevated Connectivity During Language Processing Is Associated With Cognitive Performance in SeLECTS
ABSTRACT Objective Self‐Limited Epilepsy with Centrotemporal Spikes (SeLECTS) is associated with language impairments despite seizures originating in the motor cortex, suggesting aberrant cross‐network interactions. Here we tested whether functional connectivity in SeLECTS during language tasks predicts language performance.
Wendy Qi +8 more
wiley +1 more source
SpaNiche: spatial niche analysis to explore colocalization patterns and cellular interactions in spatial transcriptomics data. [PDF]
Huang S +6 more
europepmc +1 more source
Novel Probabilistic Frameworks for Author-Level Topic Modeling [PDF]
The increasing complexity of textual data in modern applications, such as social media and academic literature analysis, needs improved topic modeling techniques that capture sparsity, variability, and nuanced author-topic relationships. Because of their
Tahsin, Faiza
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