“…Following from earlier experiments in the integration of Machine Translation (MT) and text generation (Bateman, Kasper, Schlitz, and Steiner, 1989), we have found that the combination of two components of the Systemic-Functional Linguistic (SFL) model of language (Halliday, 1985;Matthiessen, 1987), such as are being developed for computational use within the PENMAN text generation system, significantly reduces tlhe need for structural transfer in machine translation (MT) without requiring deep modelling of specific domains. These two components may be described thus: ® a linguistically motivated organization of general semantic distinctions that are not highly language-specific and that hold across both differing domains and differing languages --this level of organization is realized computationally within the PENMAN system as the upper model; ® a particular class of mapping relations between this abstract semantic organization and linguistic form-these mappings are motivated by the notion of 'grammatical metaphor'.…”