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.
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