Semantic memory: A review of methods, models, and current challenges
AA Kumar - Psychonomic Bulletin & Review, 2021 - Springer
Adult semantic memory has been traditionally conceptualized as a relatively static memory
system that consists of knowledge about the world, concepts, and symbols. Considerable …
system that consists of knowledge about the world, concepts, and symbols. Considerable …
A critical review of network‐based and distributional approaches to semantic memory structure and processes
Some of the earliest work on understanding how concepts are organized in memory used a
network‐based approach, where words or concepts are represented as nodes, and …
network‐based approach, where words or concepts are represented as nodes, and …
Free association in a neural network.
Free association among words is a fundamental and ubiquitous memory task. Although
distributed semantics (DS) models can predict the association between pairs of words, and …
distributed semantics (DS) models can predict the association between pairs of words, and …
Distant connectivity and multiple-step priming in large-scale semantic networks.
We examined 3 different network models of representing semantic knowledge (5,018-word
directed and undirected step distance networks, and an association-correlation network) to …
directed and undirected step distance networks, and an association-correlation network) to …
Core semantic links or lexical associations: assessing the nature of responses in word association tasks
L Vivas, L Manoiloff, AM García, F Lizarralde… - Journal of …, 2019 - Springer
The processes tapped by the widely-used word association (WA) paradigm remain a matter
of debate: while some authors consider them as driven by lexical co-occurrences, others …
of debate: while some authors consider them as driven by lexical co-occurrences, others …
Structure, function, and control of the human musculoskeletal network
AC Murphy, SF Muldoon, D Baker, A Lastowka… - PLoS …, 2018 - journals.plos.org
The human body is a complex organism, the gross mechanical properties of which are
enabled by an interconnected musculoskeletal network controlled by the nervous system …
enabled by an interconnected musculoskeletal network controlled by the nervous system …
Word association research and the L2 lexicon
T Fitzpatrick, P Thwaites - Language Teaching, 2020 - cambridge.org
Since its modern inception in the late nineteenth century, research on word associations has
developed into a large and diverse area of study, including work with both applied linguistic …
developed into a large and diverse area of study, including work with both applied linguistic …
Modeling the structure and dynamics of semantic processing
The contents and structure of semantic memory have been the focus of much recent
research, with major advances in the development of distributional models, which use word …
research, with major advances in the development of distributional models, which use word …
In defense of spatial models of semantic representation
Recent semantic space models learn vector representations for word meanings by
observing statistical redundancies across a text corpus. A word's meaning is represented as …
observing statistical redundancies across a text corpus. A word's meaning is represented as …
Indirect associations in learning semantic and syntactic lexical relationships
Computational models of distributional semantics (aka word embeddings) represent a
word's meaning in terms of its relationships with all other words. We examine what …
word's meaning in terms of its relationships with all other words. We examine what …