embedding
Fixing firmly within
Embedding is the act of placing something firmly within a surrounding mass or context.
A journalist may be embedded with military troops, living and traveling alongside them.
In computing and machine learning, an embedding is a numerical representation that captures meaning—words, images, or concepts transformed into vectors that position similar things close together in mathematical space: The model uses embeddings to understand semantic relationships.
Provision in agreement
- phraseWords forming partial meaning
- sentenceComplete thought, grammatically
- syntaxRules for arranging words
- complementWhat makes complete
constituent · parenthetical · appositive · nested · relative · subordinate · insertion · interpolation
Quantity with direction
- representationDepiction or likeness
- latentPresent but inactive
- spaceUnoccupied area or interval
- dimensionalityNumber of independent directions
feature · transformer · BERT · neural · semantic · similarity · model · training
Ordered numerical arrangement
- tensorMultilinear algebraic object
- manifoldMany and various
- projectionSomething that extends outward
- topologyStudy of spatial arrangement
mapping · transform · coordinate · eigenvalue · subspace · distance · metric · orthogonal
Interlace strands into fabric
- fabricWoven or knit material
- stitchThread loop in fabric
- yarnTwisted strand for crafts
- threadFiber for stitching
tapestry · quilting · appliqué · beadwork · sequin · inlay · needlework · embroidery
Embedding into tissue
- tissueDisposable soft paper
- graftIllicit political gain
- scaffoldTemporary elevated work structure
- biocompatibilityHarmlessness to living systems
prosthesis · biomaterial · collagen · hydrogel · surgical · device · pacemaker · stent
One who gathers news
- correspondentJournalist covering distant events
- warzoneArea of active fighting
- militaryArmed forces collectively
- coverageExtent of inclusion
frontline · deployment · access · assignment · dispatches
clause
Provision in agreement
- phraseWords forming partial meaning
- sentenceComplete thought, grammatically
- syntaxRules for arranging words
complement · constituent · parenthetical · appositive · nested · relative · subordinate · insertion · interpolation
vector
Quantity with direction
- representationDepiction or likeness
- latentPresent but inactive
- spaceUnoccupied area or interval
dimensionality · feature · transformer · BERT · neural · semantic · similarity · model · training · fine-tuning
matrix
Ordered numerical arrangement
- tensorMultilinear algebraic object
- manifoldMany and various
- projectionSomething that extends outward
topology · mapping · transform · coordinate · eigenvalue · subspace · distance · metric · orthogonal · linear
weave
Interlace strands into fabric
thread · tapestry · quilting · appliqué · beadwork · sequin · inlay · needlework · embroidery · adornment
implantation
Embedding into tissue
biocompatibility · prosthesis · biomaterial · collagen · hydrogel · surgical · device · pacemaker · stent · cochlear
reporter
One who gathers news
- correspondentJournalist covering distant events
- warzoneArea of active fighting
- militaryArmed forces collectively
coverage · frontline · deployment · access · assignment · dispatches
- functional analysisnorm, norms, completeness, orthogonality, subspaces
- neural networksneural network, neural networks, hidden layers, backpropagation, layers
- Chomsky linguisticsuniversal grammar, merge, move, minimalist program, Noam Chomsky
- dimensionality reductionPCA, eigenvalues, eigenvector, loading, component
- syntax theoriesuniversal grammar, minimalist program, CCG, context-free grammar, merge
- syntax treesbranches, branching, noun phrase, verb phrase, prepositional phrase
embeddingextraction
Act of removing
removal · removing · dislodging · extracting · pulling out
embeddingloosening
Reducing tightness or tension
dislodging · freeing · unfixing · releasing · detachment
embeddingraw text
Unprocessed string data
plain text · string · raw input · source text