Generating English discourse from semantic networks

A system is described for generating English senterraces from a form of semantic ~e{s ia rrhid~ #~e nodes are ~'ord-sense mea~dngs a~d the paths are primarily deep case relations. The grammar ~sed by {he system is ia the form of a nef~ork that imposes an ordering on a set of syntactic transfnrmations {ha{ are expressed as t J S P flmctio~ts. The generation algorithm ~ses the information in the semantic net,~ork to select appropri~, ate genera{bin paths through the grammar. The system is designed for ase as a computational tool that allahs a linguist *o develop and stmly methods for ge~erating s~rfaee strings from an undeHying semantic sm~ctt~re. Initial findings ~ith regard fo form determiners such as voice, form, tense, and mood, some n~es fk~r embedding sentences, and some attention to pronominal substitution are reported. The system is programmed in I3SP 1~5 and is avMiab|e from the authors.

[1]  William A. Woods,et al.  Computational Linguistics Transition Network Grammars for Natural Language Analysis , 2022 .

[2]  Peter S. Rosenbaum,et al.  English Transformational Grammar , 1970 .

[3]  M. Ross Quillian,et al.  The teachable language comprehender: a simulation program and theory of language , 1969, CACM.

[4]  Bertram Raphael,et al.  RESEARCH ON INTELLIGENT QUESTION-ANSWERING SYSTEMS , 1967 .

[5]  QuillianM. Ross The teachable language comprehender , 1969 .

[6]  William A. Woods,et al.  Augmented Transition Networks for Natural Language Analysis. , 1969 .

[7]  Charles Kellogg A natural language compiler for on-line data management , 1968, AFIPS '68 (Fall, part I).

[8]  Robert F. Simmons,et al.  Natural language question-answering systems: 1969 , 1970, CACM.

[9]  Joyce Friedman A computer system for transformational grammar , 1969, CACM.

[10]  Robert F. Simmons,et al.  A computational model of verbal understanding , 1899, AFIPS '68 (Fall, part I).

[11]  R. F. Simmons Some Semantic Structures for Representing English Meanings. , 1970 .

[12]  Kenneth Mark Colby,et al.  Experiments with a search algorithm for the data base of a human belief structure , 1969, IJCAI 1969.

[13]  L. Stephen Coles An on-line question-answering natural language and pictorial systems with input * , 2000 .

[14]  Bertram Raphael,et al.  The use of theorem-proving techniques in question-answering systems , 1968, ACM National Conference.

[15]  Geoffrey Leech,et al.  Towards a semantic description of English , 1969 .