This paper is a survey of some of the major semantic models that have been developed for automated semantic analysis of natural language. Current approaches to semantic analysis and logical interference are based mainly on models of human cognitive processes such as Quillian's semantic memory, Simmon's Protosynthex III and others. All existing…

Section I of this report discusses the theoretical issues relating to the development of syntax recognition routines based on psychological models of human speech recognition and reviews the relevant psychological literature. The research reported deals with attempts to relate various syntactic variables to measures of the perceptual complexity of…

The augmented transition network described in this report was developed in the course of work in semantic interpretation in the context of a computer system which answers English questions. In order to provide mechanical input for the semantic interpreter, a parsing program based on the notion of a "recursive transition network grammar" was…

At present a computer system cannot be constructed for handling the totality of a natural language in any significant way. It is, however, possible to construct a system for communication in a narrow field of discourse. A working model for a specialized discourse based on a recognition grammar is discussed. Some properties of the recognition…

In order to mechanize the processing of natural language, the linguist must make the machine interpret the meaning, or semantic content of the language, in some way or other. This means that the machine should extract not only syntactic but also semantic information from the source sentence through the analysis of it. In this paper, the authors…

Parts of this paper were presented in the form of a lecture at Florida State University, Tallahassee, on February 19, 1970. Section 8 was originally delivered as an informal seminar at the Departments of Electrical Engineering and Computer Sciences, University of Texas at Austin, on March 12, 1970. (VM)

Detailed version of a speech at the third Congress on Computational Linguistics in Stockholm, Sweden, September 1969. (VM)

The first section of this paper deals with the attempts within the framework of transformational grammar to make semantics a systematic part of linguistic description, and outlines the characteristics of the generative semantics position. The second section takes a critical look at generative semantics in its later manifestations, and makes a case…

This course was part of a tutorial focusing on the state of computational semantics, i.e., the state of work on natural language within the artificial intelligence (AI) paradigm. The discussion in the course centered on the philosophers Richard Montague and Ludwig Wittgenstein. The course was divided into three sections: (1)…

The course in parsing English is essentially a survey and comparison of several of the principal systems used for understanding natural language. The basic procedure of parsing is described. The discussion of the principal systems is based on the idea that "meaning is procedures," that is, that the procedures of application give a parsed…

Some of the assertions made by Chomsky in "Aspects of the Theory of Syntax" are considered. In particular, the notion of a "competence" model in linguistics is criticized. Formal postulates for a conceptually-based linguistic theory are presented. (Author/JD)

THIS PAPER IS THE FIRST IN A SERIES PRESENTING THE FEATURES OF SYSTEMS DESIGNED FOR COMPUTATIONAL LINGUISTICS AT THE LINGUISTICS RESEARCH CENTER (LRC) OF THE UNIVERSITY OF TEXAS AT AUSTIN. ONGOING RESEARCH IS EXPANDING THE APPLICATION OF THESE SYSTEMS TO INCLUDE NOT ONLY NATURAL LANGUAGE BUT PROGRAMING LANGUAGES AS WELL. THIS PAPER DISCUSSES…

This second volume of a two-volume report on a fully automatic high quality translation (FAHQT) contains relevant papers contributed by specialists on the topic of machine translation. The papers presented here cover such topics as syntactical analysis in transformational grammar and in machine translation, lexical features in translation and…

This paper defines the structure of a semantic network for use in representing discourse and lexical meanings. The structure is designed to represent underlying semantic meanings that, with a lexicon and a grammar, can generate natural-language sentences in a linguistically justifiable manner. The semantics of natural English can be defined as a…

The object of this theoretical inquiry is to examine the controversial issue of a fully automatic high quality translation (FAHQT) in the light of past and projected advances in linguistic theory and hardware/software capability. This first volume of a two-volume report discusses the requirements of translation and aspects of human and machine…