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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
LEXICON USING OF SUNDANESE LANGUAGE LEVEL IN “PUPUH DANGDANGGULA” [PDF]
This study analyzes the morphology process of Sundanese language in “Pupuh Dangdanggula”, which focuses on lexicon, and which in Sundanese there are language levels of each society level.The aim of this study is to conserve the Sundanese culture of ...
Mahdi, Sutiono, Sari, Titania
core
Language Without Words: A Pointillist Model for Natural Language Processing
This paper explores two separate questions: Can we perform natural language processing tasks without a lexicon?; and, Should we? Existing natural language processing techniques are either based on words as units or use units such as grams only for basic ...
Crandall, Jedidiah+6 more
core +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
Quality of life post heart failure diagnosis: population-level trends in the U.S.
Background Individuals with heart failure (HF) experience various symptoms making both diagnosis and disease burden estimates challenging. While HF-specific patient-reported outcome measures (PROMs) are widely used, their focus on clinical cohorts limits
Maria Alva+6 more
doaj +1 more source
Artificial Intelligences: A Bridge Toward Diverse Intelligence and Humanity's Future
Many discussions of artificial intelligence fail to address deeper questions being raised by advances in developmental biology, neuroscience, bioengineering, and philosophy of mind. Novel beings, including technologically and biologically augmented humans, engineered life forms, hybrots, and others, require tools of the emerging field of diverse ...
Michael Levin
wiley +1 more source
Câmera e câmara: un caso di variazione lessicale in portoghese
Questo articolo tratta dell’origine etimologica della doppia câmara e câmera nel lessico del portoghese, con uno studio delle loro varianti semantiche e del loro uso nel testo scritto in prospettiva diacronica.
Ricardo Cavaliere
doaj +1 more source
Multilingual lexicon of undersea features [PDF]
The department prepares a multilingual lexicon of undersea feature types with the purpose to make information on configuration of the seafloor and undersea feature types available for the general public interested in geographical sciences.
Dutkó, András Ákos, Márton, Mátyás
core
Neural Chinese Word Segmentation with Lexicon and Unlabeled Data via Posterior Regularization
Existing methods for CWS usually rely on a large number of labeled sentences to train word segmentation models, which are expensive and time-consuming to annotate.
Cai Deng+23 more
core +1 more source