Semantic Analysis Of Verbal Collocations With Lexical Functions
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Semantic Analysis of Verbal Collocations with Lexical Functions
This book is written for both linguists and computer scientists working in the field of artificial intelligence as well as to anyone interested in intelligent text processing. Lexical function is a concept that formalizes semantic and syntactic relations between lexical units. Collocational relation is a type of institutionalized lexical relations which holds between the base and its partner in a collocation. Knowledge of collocation is important for natural language processing because collocation comprises the restrictions on how words can be used together. The book shows how collocations can be annotated with lexical functions in a computer readable dictionary - allowing their precise semantic analysis in texts and their effective use in natural language applications including parsers, high quality machine translation, periphrasis system and computer-aided learning of lexica. The books shows how to extract collocations from corpora and annotate them with lexical functions automatically. To train algorithms, the authors created a dictionary of lexical functions containing more than 900 Spanish disambiguated and annotated examples which is a part of this book. The obtained results show that machine learning is feasible to achieve the task of automatic detection of lexical functions.
Lexical Functions in Lexicography and Natural Language Processing
Author: Leo Wanner
language: en
Publisher: John Benjamins Publishing
Release Date: 1996-01-01
Lexical Functions in Lexicography and Natural Language Processing is entirely devoted to the topic of Lexical Functions, which have been introduced in the framework of the Meaning-Text Theory (MTT) as a means for describing restricted lexical co-occurrence and derivational relations. It provides detailed background information, comparative studies of other known proposals for the representation of relations covered by Lexical Functions, as well as a selection of most important works done on and with Lexical Functions in lexicography and computational linguistics. This volume provides excellent course material while it also reports on the state-of-the-art in the field.
Corpus Analysis
The papers published in this volume were originally presented at the Third North American Symposium on Corpus Linguistics and Language Teaching held on 23-25 March 2001 at the Park Plaza Hotel in Boston, Massachusetts. Each paper analyses some aspect of language use or structure in one or more of the many linguistic corpora now available. The number of different corpora investigated in the book is a real testament to the progress that has been made in recent years in developing new corpora, particularly spoken corpora, as over half of the papers deal either wholly or partially with the analysis of spoken data. This book will be of particular interest to undergraduate and graduate students and scholars interested in corpus, socio and applied linguistics, discourse analysis, pragmatics, and language teaching.