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Translational research (also called translation research, translational science, or, when the context is clear, simply translation) [1] [2] is research aimed at translating (converting) results in basic research into results that directly benefit humans. The term is used in science and technology, especially in biology and medical science.
In psychology, transduction refers to reasoning from specific cases to general cases, typically employed by children during their development. The word has many specialized definitions in varying fields. Furthermore, transduction is defined as what takes place when many sensors in the body convert physical signals from the environment into ...
There are three different types of rule-based machine translation systems: Direct Systems ( Dictionary Based Machine Translation) map input to output with basic rules. Transfer RBMT Systems ( Transfer Based Machine Translation) employ morphological and syntactical analysis. Interlingual RBMT Systems ( Interlingua) use an abstract meaning.
Translation. Sense-for-sense translation is the oldest norm for translating. It fundamentally means translating the meaning of each whole sentence before moving on to the next, and stands in normative opposition to word-for-word translation (also known as literal translation ).
Up to the 1980s, most NLP systems were based on complex sets of hand-written rules. Starting in the late 1980s, however, there was a revolution in NLP with the introduction of machine learning algorithms for language processing. This was due both to the steady increase in computational power resulting from Moore's law and the gradual lessening ...
Machine translation (MT) is a process whereby a computer program analyzes a source text and, in principle, produces a target text without human intervention. In reality, however, machine translation typically does involve human intervention, in the form of pre-editing and post-editing. [97]
Transactive memory is a psychological hypothesis first proposed by Daniel Wegner in 1985 as a response to earlier theories of "group mind" such as groupthink. [1] A transactive memory system is a mechanism through which groups collectively encode, store, and retrieve knowledge. Transactive memory was initially studied in couples and families ...
Distributional semantics [1] is a research area that develops and studies theories and methods for quantifying and categorizing semantic similarities between linguistic items based on their distributional properties in large samples of language data. The basic idea of distributional semantics can be summed up in the so-called distributional ...