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 …
Vector-space models of semantic representation from a cognitive perspective: A discussion of common misconceptions
Models that represent meaning as high-dimensional numerical vectors—such as latent
semantic analysis (LSA), hyperspace analogue to language (HAL), bound encoding of the …
semantic analysis (LSA), hyperspace analogue to language (HAL), bound encoding of the …
The Lancaster Sensorimotor Norms: multidimensional measures of perceptual and action strength for 40,000 English words
Sensorimotor information plays a fundamental role in cognition. However, the existing
materials that measure the sensorimotor basis of word meanings and concepts have been …
materials that measure the sensorimotor basis of word meanings and concepts have been …
Multimodal distributional semantics
Distributional semantic models derive computational representations of word meaning from
the patterns of co-occurrence of words in text. Such models have been a success story of …
the patterns of co-occurrence of words in text. Such models have been a success story of …
Concepts, control, and context: A connectionist account of normal and disordered semantic cognition.
P Hoffman, JL McClelland… - Psychological review, 2018 - psycnet.apa.org
Semantic cognition requires conceptual representations shaped by verbal and nonverbal
experience and executive control processes that regulate activation of knowledge to meet …
experience and executive control processes that regulate activation of knowledge to meet …
Models of semantic memory
Meaning is a fundamental component of nearly all aspects of human cognition, but formal
models of semantic memory have classically lagged behind many other areas of cognition …
models of semantic memory have classically lagged behind many other areas of cognition …
[图书][B] Abstract concepts and the embodied mind: Rethinking grounded cognition
G Dove - 2022 - books.google.com
Our thoughts depend on knowledge about objects, people, properties, and events. To think
about where we left our keys, what we are going to make for dinner, when we last fed the …
about where we left our keys, what we are going to make for dinner, when we last fed the …
Modality exclusivity norms for 400 nouns: The relationship between perceptual experience and surface word form
We present modality exclusivity norms for 400 randomly selected noun concepts, for which
participants provided perceptual strength ratings across five sensory modalities (ie, hearing …
participants provided perceptual strength ratings across five sensory modalities (ie, hearing …
Language as a disruptive technology: abstract concepts, embodiment and the flexible mind
G Dove - Philosophical Transactions of the Royal Society …, 2018 - royalsocietypublishing.org
A growing body of evidence suggests that cognition is embodied and grounded. Abstract
concepts, though, remain a significant theoretical challenge. A number of researchers have …
concepts, though, remain a significant theoretical challenge. A number of researchers have …
Semantic projection recovers rich human knowledge of multiple object features from word embeddings
How is knowledge about word meaning represented in the mental lexicon? Current
computational models infer word meanings from lexical co-occurrence patterns. They learn …
computational models infer word meanings from lexical co-occurrence patterns. They learn …