Workshop on Extracting and Using Constructions in Computational Linguistics [PDF]
Knutsson, Ola, Sahlgren, Magnus
core +1 more source
Approximate‐Guided Representation Learning in Vision Transformer
ABSTRACT In recent years, the transformer model has demonstrated excellent performance in computer vision (CV) applications. The key lies in its guided representation attention mechanism, which uses dot‐product to depict complex feature relationships, and comprehensively understands the context semantics to obtain feature weights.
Kaili Wang+4 more
wiley +1 more source
Large language models prompt engineering as a method for embodied cognitive linguistic representation: a case study of political metaphors in Trump's discourse. [PDF]
Meng H, Li X, Sun J.
europepmc +1 more source
Tibetan Few‐Shot Learning Model With Deep Contextualised Two‐Level Word Embeddings
ABSTRACT Few‐shot learning is the task of identifying new text categories from a limited set of training examples. The two key challenges in few‐shot learning are insufficient understanding of new samples and imperfect modelling. The uniqueness of low‐resource languages lies in their limited linguistic resources, which directly leads to the difficulty ...
Ziyue Zhang+11 more
wiley +1 more source
Crowdsourcing Adverse Events Associated With Monoclonal Antibodies Targeting Calcitonin Gene-Related Peptide Signaling for Migraine Prevention: Natural Language Processing Analysis of Social Media. [PDF]
Zhang P, Kamitaki BK, Do TP.
europepmc +1 more source
Generative Latent Semantic Analysis: How (Computational) Linguistics Can Aid Information Retrieval.
Peter A. Chew, Ahmed Abdelalí
openalex +1 more source
A phylogenetic classification of the Je language family. [PDF]
Ferraz Gerardi F+4 more
europepmc +1 more source
Editorial: Reviews in psychology of language. [PDF]
Benítez-Burraco A, Bova A, Spalding TL.
europepmc +1 more source
ABSTRACT Based on theories of deliberative democracy, this article explores the substantive content of reasons as a conceptual tool. Although most studies focus on procedural dimensions, we argue that identifying and mapping substantive reasons contributes to advancing empirical investigation in a theoretically informed and normatively relevant way ...
Rousiley C. M. Maia+3 more
wiley +1 more source