Elimination of lexical ambiguities by grammars: The ELAG system

We present a new, INTEX-compatible formalism for the description of distributional constraints, ELAG (Elimination of lexical ambiguity by grammars). The constraints may be checked against text, and the lexical ambiguity of the text may thus be partly resolved. We describe and exemplify the main properties of ELAG with the aid of simple rules, formalizing exploitable constraints. We specify in detail the effect of applying an ELAG rule or grammar to a text. We examine the practical properties of the formalism from the point of view of a rule writer. We describe our evaluation procedure for the lexical disambiguation results.

[1]  Max Silberztein,et al.  Dictionnaires électroniques et analyse automatique de textes : le système intex , 1993 .

[2]  MilneRobert,et al.  Resolving Lexical Ambiguity in a Deterministc Parser , 1986, Comput. Linguistics.

[3]  James A. Anderson,et al.  Syntactic category disambiguation with neural networks , 1989 .

[4]  Theo Vosse Detecting and Correcting Morpho-syntactic Errors in Real Texts , 1992, ANLP.

[5]  Robert Milne,et al.  Resolving Lexical Ambiguity in a Deterministic Parser , 1986, CL.

[6]  Emmanuel Roche,et al.  Text Disambiguation by Finite State Automata, An Algorithm and Experiments on Corpora , 1992, COLING.

[7]  Yves Schabes,et al.  Deterministic Part-of-Speech Tagging with Finite-State Transducers , 1995, Comput. Linguistics.

[8]  J. Cleary,et al.  \self-organized Language Modeling for Speech Recognition". In , 1997 .

[9]  Penelope Sibun,et al.  A Practical Part-of-Speech Tagger , 1992, ANLP.

[10]  Donald Hindle,et al.  Acquiring Disambiguation Rules from Text , 1989, ACL.

[11]  Ian Marshall,et al.  Choice of grammatical word-class without global syntactic analysis: Tagging words in the lob corpus , 1983, Comput. Humanit..

[12]  Atro Voutilainen,et al.  A language-independent system for parsing unrestricted text , 1995 .

[13]  Eric Brill,et al.  A Simple Rule-Based Part of Speech Tagger , 1992, HLT.

[14]  Helmut Schmid,et al.  Part-of-Speech Tagging With Neural Networks , 1994, COLING.

[15]  Philippe Laval Un Système Simple de Levée des Homographies , 1995 .

[16]  Hans Paulussen,et al.  DILEMMA-2: A Lemmatizer-Tagger For Medical Abstracts , 1992, Applied Natural Language Processing Conference.

[17]  M. Gross The Construction of Local Grammars , 1997 .