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
Hard label adversarial attack with high query efficiency against NLP models. [PDF]
Qiu S +6 more
europepmc +1 more source
Post‐Divorce LGBTQ‐Parent Families: Navigating Loyalty Conflicts and Stepfamily Closeting
ABSTRACT Objective The purpose of this study was to investigate underexplored dynamics of post‐divorce LGBTQ‐parent families. Background In LGBTQ‐parent families in which children were conceived in the context of a prior different‐gender partnership, children experience the coinciding events of parental separation and a parent's coming out as LGBTQ. In
Caroline Sanner +2 more
wiley +1 more source
Gradual poisoning of a chest x-ray convolutional neural network with an adversarial attack and AI explainability methods. [PDF]
Lee SB.
europepmc +1 more source
Claiming and Blaming: How Minority Party Status Shapes Filibuster Framing in the U.S. Senate
ABSTRACT Why do senators choose to talk about filibustering, a tool widely associated with obstruction and gridlock? This paper examines how senators strategically reference filibustering in official communications, focusing on two rhetorical frames: credit claiming and blaming.
Jessie E. Munson
wiley +1 more source
Identifying significant features in adversarial attack detection framework using federated learning empowered medical IoT network security. [PDF]
Sharaf SA, Nooh S.
europepmc +1 more source
Abstract When are identity‐based groups harmful to democracy? We argue that identity‐based groups become harmful to democracy when they engage in and promote victimized majority narratives—portraying the majority as being removed from power and sidelined by minority groups.
Nathanael Gratias Sumaktoyo +1 more
wiley +1 more source
A Local Adversarial Attack with a Maximum Aggregated Region Sparseness Strategy for 3D Objects. [PDF]
Zhao L +7 more
europepmc +1 more source
Abstract This research investigates how perceptions of political betrayal—that is, the perceived violation of mutually known pivotal expectations by a political entity—shape political trust. We test a generalization hypothesis that the loss of trust might extend beyond the specific political entity (i.e., the one who betrayed) and generalize to others.
Jakob Schuck +2 more
wiley +1 more source
A two-tier optimization strategy for feature selection in robust adversarial attack mitigation on internet of things network security. [PDF]
Prasad KS +6 more
europepmc +1 more source

