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CSLI Calendar, 19 Oct 1995, vol.11:04




        C S L I   C A L E N D A R   O F   P U B L I C   E V E N T S
______________________________________________________________________________

19 October 1995                   Stanford                      Vol. 11, No. 4
______________________________________________________________________________

      A weekly publication of the Center for the Study of Language and
Information (CSLI), Stanford University, Ventura Hall, Stanford, CA 94305-4115
                               ____________

               CSLI ACTIVITIES DURING 18 -- 27 OCTOBER 1995

  WEDNESDAY, 18 OCTOBER
         3:15 - Philosophy of Computation Seminar
                Ventura Hall, Room 17
                Formal Symbol Manipulation (Part 1)
                Brian Cantwell Smith, Xerox PARC and Stanford Philosophy
                Abstract below

  THURSDAY, 19 OCTOBER
        10:00 - STASS Seminar
                Cordura Hall, Room 100
                The Reflexive/Incremental Approach to Information, Cognition,
                Language, and Action: Practical Content
                John Perry and David Israel
                Abstract below

        12:00 - Cognitive Science Lunch
                Cordura Hall, Room 100
                Consciousness in Psychology
                Ernest Hilgard, Stanford Psychology
                Abstract below

         4:00 - Seminar on Computational Learning and Adaptation
                Cordura Hall, Room 100
                Incremental Formation of Probabilistic Concept Hierarchies
                Pat Langley, Stanford Robotics Lab
                Abstract below

         4:15 - SSP Forum
                Building 60, Room 61-F
                An Introduction to Systems Thinking
                Maggie Johnson, Stanford Computer Science and Symbolic Systems
                Abstract below

  FRIDAY, 20 OCTOBER
        12:30 - HCI Seminar
                Skilling Auditorium, SITN Channel E1
                Hypermedia Applications in BETA
                Kristen Nygaard, Joergen Lindskov Knudsen, Elmer Sandvad,
                and Kaj Groenbaek, University of Oslo, University of Aarhus
                Abstract below

         3:15 - Philosophy Colloquium
                Encina Hall, Room 423
                The Meaning of "Life" in Aristotle
                Chris Shields, U Colorado Philosophy
                
         3:30 - Linguistics Colloquium
                Building 460, Room 146
                Evidence for Constraints on Phonological Contrasts
                Edward Flemming, Stanford Linguistics
                Abstract below

  TUESDAY, 24 OCTOBER 
         7:00 - SSP Film Series
                Cubberley Hall, Room 128
                Two films:
                The Human Language (Part 3): The Human Language Evolves (1995)
                 and
                In Praise of Language (1989)
                Abstract below

  WEDNESDAY, 25 OCTOBER 
         3:15 - Philosophy of Computation Seminar
                Ventura Hall, Room 17
                Formal Symbol Manipulation (Part 2)
                Brian Cantwell Smith, Xerox PARC and Stanford Philosophy
                Abstract below

  THURSDAY, 26 OCTOBER
        10:00 - STASS Seminar
                Cordura Hall, Room 100
                The Reflexive/Incremental Approach to Information, Cognition,
                Language, and Action: Cognitive Content
                John Perry and David Israel
                Abstract below

        12:00 - Cognitive Science Lunch
                Cordura Hall, Room 100
                Making Robots Conscious of their Mental States
                John McCarthy, Stanford Computer Science
                Abstract below

         4:15 - SSP Forum
                Building 60, Room 61-F
                Harnessing Automated Inference to Enhance the
                Computer-Human Interface
                Eric Horvitz, Microsoft Research
                Abstract below

  FRIDAY, 27 OCTOBER
        12:30 - HCI Seminar
                Skilling Auditorium, SITN Channel E1
                The Wheel of Life, a Transformational Theater Piece
                Larry Friedlander, Stanford English
                Abstract below

         3:15 - Philosophy Colloquium
                Encina Hall, Room 423
                The Cunning of Trust
                Philip Petit, Australian National University
                
         3:30 - Linguistics Colloquium
                Building 460, Room 146
                Title to be announced
                Geoffrey K. Pullum, UC Santa Cruz Linguistics []

  MONDAY, 30 OCTOBER
         2:00 - Semantics Workshop
                Cordura Hall, Room 100
                What is a Possible Structural Argument?
                Dieter Wunderlich, Duesseldorf
                Abstract below

                               ____________

The CSLI Calendar appears on Wednesday of each week throughout the academic
year.  Announcements, abstracts, and other information to appear in the
Calendar can be submitted by e-mail to <incalendar@csli.stanford.edu>.

Further information about CSLI and past issues of the CSLI Calendar
are available on the Internet at URL <http://www-csli.stanford.edu/csli/>.
The Calendar is also posted each week to the <csli.bboard> newsgroup.

                               ____________

                    PHILOSOPHY OF COMPUTATION SEMINAR
                         on Wednesday, 18 October
                     3:15 p.m., Ventura Hall, Room 17
                   Formal Symbol Manipulation (Part 1)
                           Brian Cantwell Smith
                    Xerox PARC and Stanford Philosophy
                         [bcsmith@parc.xerox.com]

The readings for today's seminar are John Haugeland's "Semantic Engines"
(Introduction to _Mind Design_); Newell & Simon: "Computer Science as
Empirical Inquiry"; and Volume I Chapter 4 of _The Middle Distance_.  A course
description can be found at [http://shr.stanford.edu/ BCSmith/phil395a.html].

                               ____________

                              STASS SEMINAR
                          on Thursday, 19 October
                    10:00 a.m., Cordura Hall, Room 100
      The Reflexive/Incremental Approach to Information, Cognition,
                Language, and Action: Practical Content
                       John Perry and David Israel
                Stanford Philosophy and SRI International
                [john@csli.stanford.edu,israel@ai.sri.com]

This third meeting of the Quarter will be a session on Practical Content.  As
background, see Israel, Perry, and Tutiya, "Executions, Motivations and
Accomplishments," _Philosophical Review_ October 1993: 515--540.  Also
relevant: Israel, Perry, and Tutiya, "Actions and Movements" _Proceedings of
IJCAI-'91_ (Mountain View: Morgan Kaufmann, August, 1991).  Readings are also
available at [http://www-csli.stanford.edu/users/john/phil.html].

                               ____________

                              CSLI COGLUNCH
                         on Thursday, 19 October
                    12:00 noon, Cordura Hall, Room 100
                       Consciousness in Psychology
                              Ernest Hilgard
                           Stanford Psychology

Consciousness is a troublesome concept for psychology.  Obviously we are
aware, we direct our attention to this thing or that, we have feelings, we
experience the world.  But it is not at all clear how to understand such facts
"scientifically."  This talk will focus on the difficulty of the issues
involved in studying these otherwise obvious facts.

                               ____________

            SEMINAR ON COMPUTATIONAL LEARNING AND ADAPTATION
                         on Thursday, 19 October
                    4:00 p.m., Cordura Hall, Room 100
        Incremental Formation of Probabilistic Concept Hierarchies
                               Pat Langley
                       Stanford Robotics Laboratory
                        [langley@cs.stanford.edu]

A sizeable literature has developed around Fisher's (1987) Cobweb, an
incremental clustering algorithm that generates hierarchies of probabilistic
concept descriptions from unsupervised training data.  In this talk I review
Cobweb's representation of knowledge, its organization of memory, its
performance element, and its approach to learning.  After this, I report some
experimental studies of the system's learning behavior in both natural and
synthetic domains, then consider some extensions to Cobweb that let it deal
with numeric attributes, handle noisy domains, reduce the influence of
training order, and respond to concept drift.  Finally, I briefly examine some
related work on the induction of probabilistic knowledge, including for
learning Bayesian networks.

This talk describes work done jointly with John Allen, Doug Fisher, John
Gennari, Wayne Iba, Kathleen McKusick, and Kevin Thompson.

                               ____________

                          SYMBOLIC SYSTEMS FORUM
                         on Thursday, 19 October
                    4:15 p.m., Building 60, Room 61-F
                   An Introduction to Systems Thinking
                              Maggie Johnson
              Stanford Computer Science and Symbolic Systems
                        [johnson@cs.stanford.edu]

It is no longer possible to ignore the complexity of the systems that we are a
part of, nor can we deny the need to improve our ability to function in them.
Understanding complex, dynamic systems requires different skills than most
people have.  The primary skill one needs is systems thinking.  This is a
conceptual framework, a body of knowledge and a set of tools that have been
developed over the past 50 years, to make high-level, wide-perspective
patterns clearer, and to help us see how to change them effectively.

In this seminar, we will cover the basics of systems thinking including an
introduction to continuous modeling and computer simulation.  We will also
show why systems thinking is becoming one of the most important skills a
student (or anyone) can develop.

MAGGIE JOHNSON is a lecturer in the Computer Science and Symbolic Systems
departments here at Stanford.  She teaches the CS109 sequence (Introduction to
Computer Science), CS143 (Compilers) and CS105a (Introduction to Computing).
Her research interests are system dynamics and computer modeling, computer
music, and software engineering.  (Visit her web page at
http://www-cs-staff.stanford.edu/~johnson/)

                               ____________

                  SEMINAR ON HUMAN-COMPUTER INTERACTION
                          on Friday, 20 October
                     12:30 p.m., Skilling Auditorium
                     Hypermedia Applications in BETA
                Kristen Nygaard, Joergen Lindskov Knudsen,
                     Elmer Sandvad, and Kaj Groenbaek
                 University of Oslo, University of Aarhus
                           [kristen@ifi.uio.no]

World Wide Web is often considered the leading edge in hypermedia.  But the
WWW concept with embedded jump addresses comes short in several areas: it
requires special data formats; it is not well-suited for dynamic linking while
you're reading; it does not support collaboration well since linking requires
write access to pages.  In contrast a so-called anchor-based approach in line
with the popular Dexter Hypertext Reference Model is better suited to handle
such issues by keeping links separate from the document contents.

The DEVISE group at University of Aarhus has developed an anchor-based
hypermedia service, called DEVISE Hypermedia (DHM), which supports: 1) dynamic
linking in text graphics, sound, pictures, video, etc.; 2) open link service
for the users' favorite applications; 3) cooperation on shared information.

The service is implemented by means of an open object-oriented application
framework with generic classes for links and other standard components in
hypermedia.  The framework implements and augments the concepts of the Dexter
Hypertext Reference Model.  It applies an object-oriented database (OODB) to
store the hypermedia objects separate from the contents of the base documents
being interlinked.

DHM has been developed in a participatory design process and it is currently
in pilot use in a large engineering company supervising bridge construction.
The company has evaluated the system over a 3 month period and it is now being
used by the Quality Manager to investigate efficient ways to organize the
maintenance documentation for the bridge.

The talk will introduce the notion of anchor-based hypermedia and discuss its
advantages/disadvantages compared to the WWW.  Then the DEVISE Hypermedia
framework is introduced with focus on providing open linking services to
users' favorite applications.  A demo of the use of DHM to make a hypermedia
enhancement of applications like Microsoft Word, Microsoft Excel and Bentley's
Microstation CAD system is given.

For more information on BETA, see <http://www.daimi.aau.dk/~beta/>

KRISTEN NYGAARD is Professor of Informatics at the University of Oslo.
Together with Ole Johan Dahl, he developed SIMULA, the first object-oriented
language.  Nygaard was instrumental in creating the Scandinavian research and
applications community in participatory design in the late sixties, and has
continued work on object-oriented analysis, design and programming, including
participation in the design of the languages Delta and Beta.

KAJ GRONBAK is an Associate Professor at the Computer Science Department,
Aarhus University, Denmark.  His research interests include: Development and
use of hypermedia and object-oriented database technology; tools and
techniques for cooperative (participatory) design; system development with
object oriented tools and techniques; user interface design and prototyping;
Computer Supported Cooperative Work (CSCW);

[[Biographies for other speakers not currently available]]

                               ____________

                          PHILOSOPHY COLLOQUIUM
                          on Friday, 20 October
                     3:15 p.m., Encina Hall, Room 423
                    The Meaning of "Life" in Aristotle
                              Chris Shields
                          U Colorado Philosophy

                               ____________

                          LINGUISTICS COLLOQUIUM
                          on Friday, 20 October
                    3:30 p.m., Building 460, Room 146
            Evidence for Constraints on Phonological Contrasts
                             Edward Flemming
                           Stanford Linguistics
                       [flemming@csli.stanford.edu]

Arguments will be presented that the selection of phonological contrasts is
subject to three functional goals (cf. proposals by Zipf, Martinet, and
Lindblom):

  i.   Maximize the number of contrasts
  ii.  Maximize the distinctiveness of contrasts
  iii. Minimize articulatory effort

The evidence is drawn from analyses of inventory structure, enhancement,
neutralization and contrast preservation phenomena.  Constraints on the number
and distinctiveness of contrasts are comparative in the sense that they place
conditions on relationships between independent contrasting forms.  Thus their
adoption implies that phonological well-formedness must be evaluated with
respect to a set of words, rather than individual words.

                               ____________

                             SSP FILM SERIES
                          on Tuesday, 24 October
                   7:00 p.m., Cubberley Hall, Room 128
             The Human Language (Part 3): The Human Language
                Evolves - "With and Without Words" (1995)
                                   and
                       In Praise of Language (1989)

"With and Without Words" (55 minutes) is the third installment of "The Human
Language," a three-part PBS series produced by Gene Searchinger and featuring
several Stanford and Bay Area language scholars as well as other prominent
researchers (e.g. Noam Chomsky, Jerry Fodor, and Lila Gleitman).

"In Praise of Language" (23 minutes) looks at the Nso people of Northwest
Cameroon in West Africa and the development of their written language. The
language of the Nso people is called Lam Nso and is spoken by about 100,000
people.

The Symbolic Systems Film Series showcases videos and films of general
cognitive science interest. Attendance at the films can substitute for
attendance at the Symbolic Systems Forum for students enrolled in SSP 10 for
one unit. All are welcome at these events. The showing of the videos is
followed by a discussion, and researchers who are knowledgeable about the
film's topic are urged join us in evaluating how well the program represents
the field.

                               ____________

                    PHILOSOPHY OF COMPUTATION SEMINAR
                         on Wednesday, 25 October
                     3:15 p.m., Ventura Hall, Room 17
                   Formal Symbol Manipulation (Part 2)
                           Brian Cantwell Smith
                    Xerox PARC and Stanford Philosophy
                         [bcsmith@parc.xerox.com]

The reading for today's seminar is Volume I Chapter 4 of _The Middle
Distance_.  A course description can be found at [http://shr.stanford.edu/
BCSmith/phil395a.html]

                               ____________

                              STASS SEMINAR
                         on Thursday, 26 October
                    10:00 a.m., Cordura Hall, Room 100
      The Reflexive/Incremental Approach to Information, Cognition,
                 Language, and Action: Cognitive Content
                       John Perry and David Israel
                       Stanford Philosophy and SRI
                [john@csli.stanford.edu,israel@ai.sri.com]

As background, see Perry and Israel, "Fodor and Psychological Explanations."
In _Meaning in Mind_, edited by Barry Loewer and Georges Rey, 165--80 (Oxford:
Basil Blackwell, 1991).  Also relevant: Perry, "Self-Notions." _Logos_ 1990:
17--31.  Papers are available at [http://www-csli/users/john/phil.html].

                               ____________

                              CSLI COGLUNCH
                         on Thursday, 26 October
                    12:00 noon, Cordura Hall, Room 100
              Making Robots Conscious of their Mental States
                              John McCarthy
                        Stanford Computer Science
                          [jmc@cs.stanford.edu]

In AI, consciousness of self consists in a program having certain kinds of
facts about its own mental processes and state of mind.

We discuss what consciousness of its own mental structures a robot will need
in order to operate in the common sense world and accomplish the tasks humans
will give it.  It's quite a lot.

Many features of human consciousness will be wanted, some will not, and some
abilities not possessed by humans will be found feasible and useful.

We give preliminary fragments of a logical language a robot can use to
represent information about its own state of mind.

A robot will often have to conclude that it cannot decide a question on the
basis of the information in memory and therefore must seek information
externally.  Goedel's idea of relative consistency is used to formalize
non-knowledge.

Programs with the level of consciousness discussed in this article do not yet
exist.

Thinking about consciousness with a view to designing it provides a new
approach to some of the problems of consciousness studied by philosophers.
The advantage is that it focusses on the aspects of consciousness important
for intelligent behavior.

A description and schedule for the CogLunch series on consciousness can be
found at [http://www-csli.stanford.edu/csli/9495reps/coglunch.html].

                               ____________

			  SYMBOLIC SYSTEMS FORUM
                         on Thursday, 26 October
                    4:15 p.m., Building 60, Room 61-F
  Harnessing Automated Inference to Enhance the Computer-Human Interface
                               Eric Horvitz
                            Microsoft Research
        [http://www.research.microsoft.com/research/dtg/horvitz/]

I will first provide a brief overview of Microsoft Research with a focus on
projects of the Decision Theory Group.  Then, I will present work on the use
of decision-theoretic reasoning techniques to enhance user interfaces.  After
providing some background on the use of probability and utility in intelligent
reasoning systems, I will describe the Vista project, an effort I directed
before coming to Microsoft Research.  Vista is centered on building an
intelligent interface to assist NASA Mission Control flight engineers with
managing the complexity of information about Space Shuttle propulsion systems
in time-critical contexts.  The Vista system went online at the Mission
Control Center last year and is now used to support flight.  Moving from
special-purpose applications to personal computing, I will provide an overview
of related efforts to develop flexible and responsive interfaces for users of
personal computers.

ERIC HORVITZ is a Senior Researcher in the Decision Theory Group at Microsoft
Research and an Affiliate Associate Professor at the University of Washington.
He received his PhD and MD at Stanford University.  In his doctoral work, he
explored decision-theoretic methods for computing rational decisions under
constraints in computational resources.  His current work centers on the use
of decision-theoretic principles in the construction and operation of
automated reasoning systems.  His interests include the use of probability and
utility to solve problems in time-critical decision making, operating systems,
user interfaces, information retrieval, and medicine.

                               ____________

                  SEMINAR ON HUMAN-COMPUTER INTERACTION
                          on Friday, 27 October
                     12:30 p.m., Skilling Auditorium
           The Wheel of Life, a Transformational Theater Piece
                            Larry Friedlander
                             Stanford English
                    [friedland.l@applelink.apple.com]

                               ____________

                          PHILOSOPHY COLLOQUIUM
                          on Friday, 27 October
                     3:15 p.m., Encina Hall, Room 423
                           The Cunning of Trust
                               Philip Petit
                      Australian National University

                               ____________

                          LINGUISTICS COLLOQUIUM
                          on Friday, 27 October
                    3:30 p.m., Building 460, Room 146
                          Title to be announced
                            Geoffrey K. Pullum
                        UC Santa Cruz Linguistics
                          [pullum@cats.ucsc.edu]

                               ____________

                            SEMANTICS SEMINAR
                          on Monday, 30 October
                    2:00 p.m., Cordura Hall, Room 100
                 What is a Possible Structural Argument?
                            Dieter Wunderlich
                               Duesseldorf
                        [dieter@csli.stanford.edu]

Lexical Decomposition Grammar (LDG) tries to account for argument structure on
the basis of semantic decomposition, by which the meaning of a verb may be
decomposed into several more primitive predicates. A distinction is made
between the level of Semantic Form (SF) on which the logical-categorial
structure is minimally specified and the level of Conceptual Interpretation on
which all kinds of inferences may be added.

SF is regarded as a binarily branched structure in terms of logical types.
Conjunction is therefore asymmetric in SF, and, by convention, A & B is
structured as [A [& B]], with A being called the head predicate. The arguments
of A thus rank over those of B. In general, SF determines the ranking of
arguments, but in certain cases some segments of the argument hierarchy may be
reversed by lexical marking (which might be motivated by additional conceptual
reasons).

The crucial idea for argument linking (adopted from Kiparsky) is that the
argument positions are encoded by purely structural features, and that the
same set of features characterizes the structural cases.  As a consequence,
the medial argument of an unmarked 3-place verb like German geben 'give' is
linked to Dative and the lowest one to Accusative, while it is only for marked
verbs such as unterziehen 'subject to' that the lowest argument is linked to
Dative and the medial one to Accusative.

The question now is why in certain cases the medial argument is blocked from
being projected into syntax. Compare the resultative extension in (3) and the
locative alternation in (4) with the regular Dative verbs in (1) and (2).

        (1)  Sie entnahm der Dose einen Keks.
             'She took a cookie out of the box'
        (2)  Sie stahl dem Koch ein Ei.
             'She stole an egg from the cook'
        (3)  Sie trank die Flasche leer (*dem Bier/*von Bier).
             'She drank the bottle empty (*from beer)'
        (4)  Sie bespruehte die Wand (*der Farbe/mit Farbe).
             'She sprayed the wall (with paint)

Note that there is no obvious semantic reason why the liquid she is drinking
in (3) and the substance she is spraying in (4) cannot be expressed by a
structural case.

I will present a purely structural account by proposing the following
Restriction on Structural Arguments:

        (R)  An argument is structural only if it is either the lowest
             argument or (each of its occurrences) L-commands the
             lowest argument (with L for 'Lexical').
 
The working of (R) is shown by the minimal semantic representations for (1) to
(4) given in (5) to (8).

        (5)  TAKE(x,z) & BECOME NOT CONTAIN(y,z)
        (6)  TAKE(x,z) & BECOME NOT POSS(y,z)
             Both x and y L-command the lowest argument, that is z.
        (7)  DRINK(x,y) & BECOME P(z)
             y does not L-command z.
        (8)  SPRAY(x,y) & BECOME LOC(y, AT z)
             The first occurrence of y does not L-command z.

A corollary of (R) is that for every non-last member of an SF-conjunction no
argument except the highest one can be expressed as a structural argument in
syntax.

Furthermore, this account rules out all more elaborated representations such
as that in (9) for the resultative extension.

        (9)   CAUSE( DRINK(x,y), BECOME EMPTY(z))

The causal interpretation is ensured by means of a general Coherence
Principle rather than being part of the lexical entry.

                               ____________

                           OTHER ANNOUNCEMENTS

                              CSLI OPEN HOUSE
                         on Thursday, 2 November
                   3:00 p.m.--5:30 p.m., Cordura Hall

Featuring demonstrations from CSLI's Interface Laboratory projects:

  * Applied Speech Technologies
  * Archimedes Project
  * Cooperative Computing
  * Education Program for Gifted Youth
  * English Resource Grammar
  * Hyperproof
  * Internet Just-in-Time Learning
  * Project on People, Computers, and Design
  * Social Responses to Communication Technology

                               ____________

                            1995 IAP TUTORIALS
                 Monday through Wednesday, 6--8 November
                      Cordura Hall, Stanford Campus
               KNOWLEDGE MILLENNIUM: NETWORKED LEARNING AND
                     COMMUNICATION THROUGH TECHNOLOGY
            [http://www-csli.stanford.edu/csli/tutorials.html]

Three days of tutorials on the Internet, Social Responses to Communication
Technology, and Speech Recognition.  Open to registered participants only.

MONDAY, 6 NOVEMBER:
The Internet: Agents, Just-in-Time Learning, and Distance Education

 The first day's tutorial covers a range of topics centered on the design
 and development of effective internet technologies:
  * Internet Agents -- software tools for finding and accessing
    information on the internet;
  * Distance Learning -- delivery of traditional lectures and educational
    material over the internet; new ways of participating in interactive
    study groups; organizing training material so that it can be
    found "on demand";
  * Professional Support Systems -- providing doctors with diagnostic
    information over the internet; professional teamwork on the internet.

 Speakers: Yoav Shoham, Marko Balabanovic, J. Marty Tenenbaum, Terry
 Winograd, William M. Detmar, Larry Leifer, George White

TUESDAY, 7 NOVEMBER:
Social Responses to Communication Technology

 The second day's tutorial is on "Social Responses to Communication
 Technology."  This theory states that individuals' interactions with
 computers, television, and other communication technologies are fundamentally
 social and natural.  That is, all people expect computers, televisions, and
 other technologies to obey a wide range of social rules, and all people use
 these rules in responding to these media.  Similarly, all individuals respond
 to pictures on the screen as if the objects they represent were actually
 present.  We will discuss a series of over 25 experiments that demonstrate
 that the real and mediated world are essentially the same.  We will discuss
 how our research on the following concepts inform the design of interfaces,
 multimedia, television, and all other media: politeness, praise and criticism,
 interpersonal distance, personality, agents, emotion, arousal, gender
 stereotyping, size and shape, motion, use of voice, fidelity, and synchrony.

 Speakers: Clifford Nass and Byron Reeves

WEDNESDAY, 8 NOVEMBER:
Automatic Speech Recognition

 The third day covers theoretical and practical aspects of Automatic Speech
 Recognition.  After nearly 30 years of gradual progress, ASR is now showing up
 everywhere, over the phone, on PCs, and soon on the internet.  The history,
 theory, current practice, and future of the ASR field is treated in this
 tutorial by several acknowledged authorities in the area who have both
 industrial and academic experience.

 Speakers: Bill Meisel, Elizabeth Macken, Neil Scott, George White, Brian Scott

REGISTRATION INFORMATION:
 By phone: call 415-723-1224
 By e-mail: contact mking@csli.stanford.edu

                               ____________