This article offers a comprehensive review of topic modeling techniques, tracing their evolution from inception to recent developments. It explores methods such as latent Dirichlet allocation, latent semantic analysis, non‐negative matrix factorization, probabilistic latent semantic analysis, Top2Vec, and BERTopic, highlighting their strengths ...
Pratima Kumari +6 more
wiley +1 more source
A Task and Motion Planning Framework for Partially Observable Household Manipulation Scenes
This paper presents a novel TAMP framework tackling partial observability, cluttered scenes, and vague goals via symbolic reasoning and occlusion‐aware planning. It outperforms prior learning, policy, and LLM‐based methods in six real and simulated household tasks.
Yuhong Ma +3 more
wiley +1 more source
2SLGBTQ+ patients' experiences in the pharmacy in British Columbia, Canada. [PDF]
Chen LPC +7 more
europepmc +1 more source
Intelligent Supportive System for People with Profound Intellectual and Multiple Disabilities
A holistic INSENSION system is developed—a novel intelligent decision support system leveraging state‐of‐the‐art noninvasive audio‐visual sensor technologies together with machine learning algorithms and expert knowledge, to detect and interpret behaviors and communications (nonverbal signals—NVSs) of people with PIMD in challenging real‐world ...
Gašper Slapničar +10 more
wiley +1 more source
Image classification plays a pivotal role in biomedical image analysis. Herein, it is shown that large multimodal models, such as GPT‐4, achieve superior performance in one‐shot learning, generalization, interpretability, and text‐driven image classification. Applications span tissue, cell type, cellular state, and disease classification, outperforming
Wenpin Hou +4 more
wiley +1 more source
Modeling rapid language learning by distilling Bayesian priors into artificial neural networks. [PDF]
McCoy RT, Griffiths TL.
europepmc +1 more source
Clinical psychopathology-based early relapse prediction model using speech and language in psychosis. [PDF]
Dalal TC +8 more
europepmc +1 more source
Using UML sequence diagrams as basis for a formal test description language
Simon Pickin, Jean‐Marc Jezéquél
openalex +1 more source
Protocol for an observational prospective study on the use and impact of over-the-phone interpretation in 911 calls with language discordance. [PDF]
Meischke H +7 more
europepmc +1 more source
Towards a formal definition of the Foc language
Stéphane Fechter, Catherine Dubois
openalex +1 more source

