ABSTRACT This systematic review synthesizes evidence from 68 studies, including peer‐reviewed journal articles, indexed conference/workshop proceedings and five remaining arXiv preprints published between 2022 and 2025, on small language models (SLMs) as computationally efficient alternatives to large language models (LLMs).
Sena Dikici, Turgay Tugay Bilgin
wiley +1 more source
The multivariate beta process and an extension of the Polya tree model. [PDF]
Trippa L, Müller P, Johnson W.
europepmc +1 more source
Time Distributed Classification of Alzheimer's Disease on MRI Scans
Longitudinal MRI‐derived cortical thickness slopes improved AD/CN discrimination. A time‐distributed 3D ResNet‐101 + LSTM further captured spatiotemporal progression, reaching 96.7% accuracy and also improving MCI‐related classification. ABSTRACT The diagnosis of Alzheimer's disease (AD) has progressively depended on sophisticated neuroimaging methods ...
Mehmet Sait Dundar, Bulent Yilmaz
wiley +1 more source
The HACMS program: using formal methods to eliminate exploitable bugs. [PDF]
Fisher K, Launchbury J, Richards R.
europepmc +1 more source
Consistent Collaborative Vehicle Utilization
ABSTRACT Carriers are often reluctant to collaborate with other carriers in delivering goods to customers despite potential cost reductions. A durable collaboration requires attention to more aspects. Carriers typically wish to remain competitive, unconstrained by the collaboration, increasing profits by attracting new customers and withholding ...
Sahand Asgharieh Ahari +2 more
wiley +1 more source
Surveying the manifold divergence of an entire protein class for statistical clues to underlying biochemical mechanisms. [PDF]
Neuwald AF.
europepmc +1 more source
Hydrogen to Power: Exploring Current Developments and Future Challenges
As the interest in low‐carbon energy systems grows, hydrogen continues to attract attention as a flexible energy carrier for power applications. Developments in hydrogen production, storage, transport, and utilization are explored. In addition, the deployment challenges of hydrogen energy vector related to economics, infrastructure, safety, and ...
Md. Shafiullah +6 more
wiley +1 more source
A compact, in vivo screen of all 6-mers reveals drivers of tissue-specific expression and guides synthetic regulatory element design. [PDF]
Smith RP +9 more
europepmc +1 more source
Shaping expectations, losing flexibility: A study of CEO promises as strategic communication tools
Abstract Research Summary CEO promises are powerful but understudied communication tools. We develop a dual‐mechanism framework theorizing that while CEO promises elevate stakeholder expectations, they simultaneously constrain strategic flexibility. We argue that CEO promise‐making is shaped by two competing pressures: making more promises when the ...
Majid Majzoubi +2 more
wiley +1 more source
Random walks based multi-image segmentation: Quasiconvexity results and GPU-based solutions. [PDF]
Collins MD, Xu J, Grady L, Singh V.
europepmc +1 more source

