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A system is described for the semantic analysis of “well-written” English descriptions of algorithms such as one finds in Knuth's Art of Computer Programming, and their translation into PL/I programs. A syntactically preprocessed text is given to a semantic analyzer which applies semantic operations that draw inferences to recover omitted material, interpret general terms in context, resolve anaphora, and detect the implicit patterns of discourse coherence. A translator uses the results of the analysis to produce code. This work is relevant to the design of very high level, “English-like” programming languages.

From English descriptions of algorithms into programs