8.738, Confs: Natural Language Processing
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LINGUIST List: Vol-8-738. Fri May 16 1997. ISSN: 1068-4875.
Subject: 8.738, Confs: Natural Language Processing
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Date: Fri, 16 May 1997 08:39:50 +0200 (METDST)
From: Gosse Bouma <gosse at let.rug.nl>
Subject: Topics in Constraint-Based Natural Language Processing
-------------------------------- Message 1 -------------------------------
Date: Fri, 16 May 1997 08:39:50 +0200 (METDST)
From: Gosse Bouma <gosse at let.rug.nl>
Subject: Topics in Constraint-Based Natural Language Processing
WORKSHOP ANNOUNCEMENT
Topics in Constraint-Based Natural Language Processing
SPEAKERS
Suresh Manandhar, University of York
Gosse Bouma, Groningen University
Dale Gerdemann, Tuebingen University
Thilo Goetz, "
Gerald Penn, "
Guido Minnen, "
Shuly Wintner, "
Andreas Zahnert, " (tentative)
COORDINATION
Gosse Bouma, Groningen University
Dale Gerdemann, Tuebingen University
HOST
BCN summerschool 97 (June 30 - July 11, Groningen University)
COURSE DESCRIPTION
Linguistic theories have increasingly been expressed in a declarative or
constraint-based style, which is highly appropriate for describing the
competence of native speakers. The grammar becomes a description of the
facts about a language, which is neutral with respect to any particular
mode of processing. It is the burden of the computational linguist to find
particular strategies for using this declarative knowledge so that it can
be used for performance oriented tasks such as recognizing, parsing or
generation.
In this course, we will examine processing techniques for such
declarative, constraint-based grammars. We will begin with parsing and
generation techniques appropriate for simple unification-based grammars
such as PATR-II and Definite Clause Grammars. We then will look at the
motivation for extending these systems into typed feature structure-based
systems such as the Troll system used extensively at the University
of Tuebingen and the widely used ALE system. Various notions of typing will
be examined and compared from linguistic and processing points of view.
Typed feature structures will lead us then into a discussion of more
general constraint based grammars (since constraints are often attached to
types). The constraints in such a system are simply descriptions which must
hold true of every well-formed linguistic object. Unification in these
grammars no longer plays any role, though it may still be used in an
implementation as a way of doing constraint solving.
In the second part of the course, we will look at some newer compilation
techniques, which have been applied to typed feature structure grammars. In
particular, we will look at how Prolog-style abstract machines can be
adapted for this domain. We will see that having types on feature
structures is a great advantage, since it allows memory to be allocated
only for appropriate features. A variety of optimizations of such machines
will be explored. Finally, we will make a case study of one particular
kind of constraint, namely lexical rules, where it has been argued that
special purpose compilation is called for. We will see, for example, how
finite state automata can be applied to model the possible feeding orders
between such rules.
COURSE READING
(the course will cover topics from the following)
* Hassan Ait-Kaci, (1991), "Warren's Abstract Machine : A Tutorial
Reconstruction", MIT Press
* Bob Carpenter, (1992), "The Logic of Typed Feature Structures",
Cambridge UP.
* Bob Carpenter and Yan Qu, (1995), "An Abstract Machine for Attribute
Value Logics. 4th IWPT.
(http://macduff.andrew.cmu.edu/ftp/iwpt4.ps.Z )
* Dale Gerdemann and Paul King, (1994), "The Correct and Efficient
Implementation of Appropriateness Specifications for Typed Feature
Structures", COLING.
(http://www.sfs.nphil.uni-tuebingen.de/~dg/)
* Thilo Goetz and Detmar Meurers, (1996), "The importance of being lazy -
Using lazy evaluation to process queries to HPSG grammars", TALN 96.
(http://www.sfs.nphil.uni-tuebingen.de/~dm/)
* Thilo Goetz and Detmar Meurers, (1995) Compiling HPSG type constraints
into definite clause program", ACL.
(http://www.sfs.nphil.uni-tuebingen.de/~dm/)
* Detmar Meurers and Guido Minnen, (1995) A Computational Treatment of
HPSG Lexical Rules as Covariation in Lexical Entries", 5th NLULP.
(http://www.sfs.nphil.uni-tuebingen.de/~dm/)
* Shalom Wintner, (1997), An Abstract Machine for Unification Grammars,
PhD Thesis, Univ. of Haifa
(http://www.cs.technion.ac.il/~shuly/)
BACKGROUND READING
(participants are expected to be familiar with the following)
* Bob Carpenter and Gerald Penn, (1994), ALE 2.0 Users Guide.
(http://macduff.andrew.cmu.edu/ale/)
* Carl Pollard and Ivan Sag, (1994), "Head-Driven Phrase Structure
Grammar", Chicago UP, CSLI series.
Any book on NLP in Prolog. Examples are:
* Gerald Gazdar and Chris Mellish, (1989), "Natural Language Processing
in Prolog", Addison-Wesley.
* Fernando Pereira and Stuart Shieber, (1987), "Prolog and Natural
Language Analysis", Chicago UP, CSLI series.
* Michael Covington, (1994), "Natural Language Processing for Prolog
Programmers", Prentice Hall.
FURTHER INFORMATION
The BCN Summerschool Web site
http://www.bcn.rug.nl/bcn/events/index.html
gives an overview of other activities during the summer school,
and contains an electronic registration form (registration
deadline is June, 18).
This course is part of a cooperation program between Graduate School
BCN/Centre for Language and Cognition Groningen at the University of
Groningen and the Seminar fuer Sprachwissenshaft at the
Eberhard-Karls-Universitaet Tuebingen. The program is funded by NWO,
foundation for Language, Speech and Logic.
-
Gosse Bouma, Alfa-informatica, RUG, Postbus 716, 9700 AS Groningen
gosse at let.rug.nl tel. +31-50-3635937 fax +31-50-3636855
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