Electric Words: Dictionaries, Computers, and Meanings

This text provides a general survey of and introduction to the range of work in lexical linguistics and corpora - the study of such on-line resources as dictionaries and other texts - in the broader fields of natural language processing and artificial intelligence. The authors integrate and synthesize the goals and methods of computational lexicons in relation to the disciplines of philosophy, linguistics and psychology. One of the underlying messages of the book is that current research should be guided by both computational and theoretical tools and not only by statistical techniques - that matters have gone far beyond counting to encompass the difficult province of meaning itself and how it can be formally expressed. This work examines: the philosophical background of the study of meaning, specifically word meaning; the early work on treating dictionaries as texts; the first serious efforts at extracting information from machine-readable dictionaries (MRDs); and the conversion of MRDs into usable lexical knowledge bases. The authors provide a comparative survey of world-wide work on extracting usable structures from dictionaries for computational-linguistic purposes and a discussion of how those structures differ from or interact with structures derived from standard texts (or corpora). Also covered are automatic techniques for analyzing MRDs, genus hierarchies and networks, numerical methods of language processing related to dictionaries, automatic processing of bilingual dictionaries and consumer projects using MRDs.