Work has been performed on a fully automated approach for the general categorization of documents based on a training set of document titles and abstracts and journal-level indexing of the journals in which the documents are published. The goal of this research is to automatically index documents using a consistent, timely set of controlled…

This paper argues that as the number of concordance lines presented to researchers increases in line with ever-growing corpus size, the automatic selection of the most central lines will become more important. A method will be presented for selecting the most representative members from a set of concordance lines on the basis of repeated lexical…