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NL-KR Digest Volume 14 No. 03

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NL KR Digest
 · 10 months ago

NL-KR Digest      Mon Jan  2 11:47:35 PST 1995      Volume 14 No. 3 

Today's Topics:

Announcement: AAAI-95 Spring Symposium Registration, Mar 95, Stanford

* * *

Subcriptions: listserv-style administrative requests to
nl-kr-request@ai.sunnyside.com.
Submissions, policy, questions: nl-kr@ai.sunnyside.com
Back issues:
FTP: ai.sunnyside.com:/pub/nl-kr/Vxx/Nyyy
/pub/nl-kr/Vxx/INDEX
Gopher: ai.sunnyside.com, Port 70, in directory /pub/nl-kr
Email: write to LISTSERV@AI.SUNNYSIDE.COM, omit subject, mail command:
GET nl-kr nl-kr_file_list
Web: http://ai.sunnyside.com/pub/nl-kr
Editors:
Al Whaley (al@ai.sunnyside.com) and
Chris Welty (weltyc@cs.vassar.edu).

-----------------------------------------------------------------------

Date: Wed, 21 Dec 94 07:34:34 PST
From: Rick Skalsky <skalsky@aaai.org>
To: bboards@aaai.org
Subject: Announcement: AAAI-95 Spring Symposium Registration, Mar 95, Stanford

AAAI 1995
Spring Symposium Series
March 27 - 29, 1995
Stanford University, California

Registration Brochure

Sponsored by the
American Association for Artificial Intelligence
445 Burgess Drive, Menlo Park, CA 94025
(415) 328-3123
sss@aaai.org

The American Association for Artificial Intelligence, in cooperation
with Stanford University's Department of Computer Science, presents the
1995 Spring Symposium Series, to be held Monday through
Wednesday, March 27 - 29, 1995, at Stanford University.

The topics of the nine symposia in the 1995 Spring Symposium Series
are:

* Empirical Methods in Discourse Interpretation and Generation

* Extending Theories of Action: Formal Theory and Practical Applications

* Information Gathering from Heterogeneous, Distributed Environments

* Integrated Planning Applications

* Interactive Story Systems: Plot and Character

* Lessons Learned from Implemented Software Architectures
for Physical Agents

* Representation and Acquisition of Lexical Knowledge:
Polysemy, Ambiguity, and Generativity

* Representing Mental States and Mechanisms

* Systematic Methods of Scientific Discovery

The highlights of each symposium will be presented at a special
plenary session. Working notes will be prepared and distributed to
participants in each symposium, but will not otherwise be available
unless published as an AAAI Technical Report or edited collection.

Each symposium will have limited attendance. Participants will be
expected to attend a single symposium throughout the symposium
series. In addition to participants selected by the program
committee of the symposia, a limited number of other interested
parties will be allowed to register in each symposium on a first-
come, first-served basis. To register, please fill out the enclosed
form, and send it along with payment to:

1995 Spring Symposium Series
AAAI
445 Burgess Drive
Menlo Park, CA 94025
Phone: (415 328-3123*
Fax: (415) 321-4457*
Email: sss@aaai.org*

*Credit card orders only, please. Please note that there are security issues
involved with the transmittal of credit card information over the internet.
AAAI will not be held liable for any misuse of your credit card information
during its transmittal from you to AAAI.

This document is available as
http://www.ai.mit.edu/people/las/aaai/sss-95/sss-95-registration.html

* * * * * * * * * * * * * ****

EMPIRICAL METHODS IN DISCOURSE INTERPRETATION AND GENERATION

Computational theories of communicative action provide the foundation
for the design of a wide range of AI systems (e.g., intelligent
tutors, believable agents, intelligent software agents (softbots),
etc.) To date, much work in computational theories of discourse has
focused on specifying the mechanisms underlying a particular discourse
phenomenon, however developing the robust, broad coverage, theories of
discourse that are needed in today's systems requires an empirical
basis. Moreover, there are no shared methods, tools or resources for
the discourse community.

This symposium aims to: (1) investigate empirical methods that can be
used in the development and evaluation of computational theories of
discourse, and (2) develop a set of shared resources for the
computational discourse community. Symposium presentations will
address the following issues:

o Corpus-Based methods applied to theories of discourse.

o Evaluation of dialogue modules in implemented systems.

o Simulation tools for developing and evaluating theories of
discourse.

o Coding schemes for the quantitative study of discourse phenomena.

o Tools that support (semi-)automatic or empirical studies of
discourse phenomena.

o Applications and extensions of methods used in traditionally
empirical disciplines (e.g., psychology or sociolinguistics) to
computational theories of discourse.

o Empirical analyses that distinguish between claims made by
different discourse theories.


Organizing Committee:
Marti Hearst, Xerox Palo Alto Research Center; Lynette Hirschman,
MITRE; Aravind Joshi, University of Pennsylvania; Johanna Moore
(co-chair), University of Pittsburgh, jmoore@cs.pitt.edu; Marilyn
Walker (co-chair), Mitsubishi Electric Research Labs, walker@merl.com.

* * * * * * * * * * * * * ****

EXTENDING THEORIES OF ACTION:
FORMAL THEORY AND PRACTICAL APPLICATIONS

Action and its representation continues to play a central role in many
areas of AI. The research focus in these areas has often been
motivated by different issues and types of problems, or based on
different underlying assumptions. Representations vary widely, ranging
from logical specifications to influence diagrams and belief nets to
less complex, but more computationally manageable planning
representations. The assumptions and reasoning methods adopted are
also quite different. Techniques include state- and plan-space
search, regression, logical inference, network algorithms and
analytical methods.

This symposium will bring together researchers with widely different
backgrounds, and provide a forum for discussion of the manner in which
these different approaches to reasoning about action can be brought
together. The two primary goals are: evaluating the state of the art,
especially identifying the issues and assumptions central to different
fields; and identifying relevant research issues for extending
theories of action and putting these theories into practice. The
format will consist of technical presentations, panels and discussion
sessions. Technical presentations will cover recent advances in
extending theories of action, and their application to planning,
diagnosis, and control. The panels and discussion sessions will
evaluate these approaches, and produce recommendations for extending
and unifying various approaches, as well as for closing the gap
between theory and applications.


Organizing Committee:

Craig Boutilier (co-chair), University of British Columbia,
cebly@cs.ubc.ca; Tom Dean, Brown University; Moises Goldszmidt
(co-chair), Rockwell, moises@rpal.rockwell.com; Steve Hanks,
University of Washington; David Heckerman, Microsoft; Ray Reiter,
University of Toronto.

* * * * * * * * * * * * * *

INFORMATION GATHERING FROM HETEROGENEOUS, DISTRIBUTED ENVIRONMENTS

We are currently witnessing an explosion in the amount of information
that is available from various sources, such as the Internet. Along
with the rise in the number of information sources, there is also a
growing number of systems and protocols for providing user friendly
browsing of this information. Although browsing is an important form
of obtaining information, it is a limited, and often time-consuming
form of interaction. A challenge to Artificial Intelligence
researchers is to develop techniques for providing better access to
the wealth of available information. The purpose of this symposium is
to bring together researchers working on topics relating to
information gathering in heterogeneous and distributed environments.
Specifically, we will discuss the challenges in providing intelligent
and efficient access to this information. Topics that will be
discussed at the symposium include: knowledge representation,
reasoning, planning, learning, and knowledge sharing as they relate to
information gathering. We will also hear about major ongoing projects
in this area.


Organizing Committee:
Su-Shing Chen, National Science Foundation; Craig Knoblock (co-chair),
USC Information Sciences Institute, knoblock@isi.edu; Alon Levy
(co-chair), AT&T Bell Laboratories, levy@research.att.com; Gio
Wiederhold, Stanford University.

Program Committee:
Ronald Brachman, AT&T Bell Laboratories; Robin Burke, University of
Chicago; Oren Etzioni, University of Washington; Robert Kahn,
Corporation for National Research Initiatives; Yoav Shoham, Stanford
University.

* * * * * * * * * * * * * *

INTEGRATED PLANNING APPLICATIONS

The planning field has finally begun to take on real, or at least
realistic, applications. Traditionally, a key application for
planning systems has been robotics. Recently, new areas for
application have emerged, including planning for data analysis tasks,
virtual reality environments or other simulated environments, medical
applications, and factory automation. Invariably, once a planning
application becomes realistic, issues arise regarding the integration
of the planning system with its environment, such as what is difficult
or easy about particular applications, what similar applications have
in common, and how technologies can be integrated.

The goal of this symposium is to explore the boundary between planning
systems and their environments. The symposium welcomes interested
participants who have worked on planning applications or have
integrated planning into other systems. We plan to make the symposium
interactive and participatory. Therefore, we encourage potential
participants to send electronic mail to howe@cs.colostate.edu, letting
us know that you plan to attend the symposium and summarizing your
research interests and relevant background.

The symposium will consist primarily of presentations of selected
papers and panels, followed by discussions focussed around issues and
application areas. In addition, at least one senior researcher will
be asked to present an invited talk. We will disseminate accepted
papers and key discussion topics in advance of the symposium.


Organizing Committee:
Marie desJardins, SRI International; Adele Howe (chair), Colorado
State University, howe@cs.colostate.edu; Amy Lansky, NASA Ames
Research Center; Robin Murphy, Colorado School of Mines.

* * * * * * * * * * * * * *

INTERACTIVE STORY SYSTEMS: PLOT AND CHARACTER


We will explore conceptual, technical, and artistic issues involved in
integrating plot and character to create "interactive story systems" -
simulated dramatic situations in which human users actively
participate. Symposium participants will include academic and
industrial researchers in artificial intelligence and interactive
media, as well as professionals from the computer games, educational
software, film, and video industries. Symposium sessions will be
organized around different design issues for interactive story
systems. For each session we will have a mix of speakers reporting
related work and facilitators raising questions and issues for
discussion. Anticipated session topics include:

o What is the space of interaction modes for interactive story systems?
o How can a story arise from character-based and other simulation-based
approaches?
o How can semi-autonomous characters be made to follow an intended plot
structure?
o How can plot structures be designed to accommodate user interaction?
o What special properties make characters compelling in a story context?
o What is the role of an automated story master?
o What special issues or design concepts arise in the design of interactive
story systems for children?

Organizing committee:
Joseph Bates, CMU, joseph.bates@cs.cmu.edu; Barbara Hayes-Roth,
Stanford, bhr@ksl.stanford.edu; Pattie Maes, MIT, pattie@media.mit.edu

* * * * * * * * * * * * * *

LESSONS LEARNED FROM IMPLEMENTED SOFTWARE ARCHITECTURES
FOR PHYSICAL AGENTS



The goal of this workshop is to shed light into reasons for
architectural decisions in building artificial agents. Many important
questions affect architectural decisions. For this workshop, we ask
questions like the following only with respect to architectural
decisions.

How should the agent arbitrate/coordinate/cooperate its behaviors and
actions? How can human expertise be easily brought into an agent's
decisions? How much internal representation of knowledge and skills is
needed? How should the computational capabilities of an agent be
divided, structured, and interconnected? What types of performance
goals and metrics can realistically be used for agents operating in
dynamic, uncertain, and even actively hostile environments? Why should
we build agents that mimic anthropomorphic functionalities? What, if
any, role can advanced simulation technology play in developing and
verifying modules and/or systems? How can a given architecture support
learning?


Organizing Committee:
Ron Arkin, Georgia Tech; Peter Bonasso, MITRE; Henry Hexmoor
(co-chair), SUNY Buffalo, hexmoor@cs.buffalo.edu; David Kortenkamp
(co-chair), MITRE, korten@aio.jsc.nasa.gov; David Musliner, University
of Maryland.

* * * * * * * * * * * * * *

REPRESENTATION AND ACQUISITION OF LEXICAL KNOWLEDGE:
POLYSEMY, AMBIGUITY, AND GENERATIVITY

The lexicon is at the core of many NL, MT, IR, and KR systems, and
thus can play a central role in determining the success or failure of
a system. Nonetheless, points of sharp controversy have arisen
concerning the most flexible and powerful way to represent the
extensive variety of lexical information required to drive robust
applications. We intend this symposium to provide a forum to discuss
problematic issues of lexical representation, and ways to solve
difficult and complex questions. The symposium will maintain a
balance between theoretical and applications oriented papers.

There will be two ``special events'' at the Workshop: one is an
invited talk by Professor Charles Fillmore on the future of lexical
research, with some visionary thoughts from a pioneer in the field of
lexical semantics. The other is a set of break-out sessions to
involve workshop participants, focusing on ``burning issues'' such as
limits of corpus analysis, machine-readable dictionaries, thematic
roles, linking rules, and other ``limits'' to be set by the
participants. This section of the workshop involves ``pushing the
limits'', and we plan to push our own limits together in focussed
discussions on how to solve such persistent problems.


Organizing Committee:
Bran Boguraev, Apple Computer; Judith Klavans (chair), Columbia
University, klavans@cs.columbia.edu; Lori Levin, Carnegie Mellon
University; James Pustejovsky, Brandeis University.

* * * * * * * * * * * * * * *

REPRESENTING MENTAL STATES AND MECHANISMS

The ability to reason about mental states and cognitive mechanisms
facilitates performance at a variety of tasks. The purpose of this
symposium is to enhance our ability to construct programs that employ
commonsense knowledge of mental phenomena in an explicit
representational format that can be shared across domains and systems.
The need to represent knowledge of mental activity transcends usual
disciplinary boundaries to include, not simply conditions whereby an
agent might introspect about the mental world, but most reasoning
tasks where systems interact with users, coordinate behaviors with
autonomous agents, or consider their own beliefs and limitations with
respect to the physical world.

The symposium will consist of individual participant presentations,
interactive invited talks, panel discussions, and one or more
break-out sessions on focused topics. Additional details, including
position papers describing relevant issues, are available through the
World Wide Web via mosaic at URL
ftp://ftp.cc.gatech.edu/pub/ai/symposia/aaai-spring-95/home_page.html
(or via ftp on ftp.cc.gatech.edu in directory
pub/ai/symposia/aaai-spring-95). Because participation is anticipated
to be quite heterogeneous in terms of both academic background and
subfield affiliation, we intend to emphasize interaction and the
exchange of ideas rather than traditional presentations. A participant
will be considered especially successful when answering the question
"What does my representation offer those outside of my own paradigm?"


Organizing Committee:
Gregg Collins, Northwestern University; Michael Cox (co-chair),
Georgia Tech, cox@cc.gatech.edu; Michael Freed (co-chair), NASA Ames,
freed@picasso.arc.nasa.gov; Bruce Krulwich, Andersen Consulting,
CSTaR; Cindy Mason, NASA Ames; John McCarthy, Stanford University;
John Self, Lancaster University.

* * * * * * * * * * * * * ***

SYSTEMATIC METHODS OF SCIENTIFIC DISCOVERY

Scientific discovery is among the most celebrated creative processes,
and receives scholarly attention from several disciplines including
AI. Experience has shown that some scientific reasoning can be made
systematic. This symposium will examine the state of systematic
methods for scientific inference, with special emphasis on insights
that promise broad applicability within science. The development of
such methods will, as foreseen by Allen Newell, increasingly lead to
the sciences taking a metaposition, in which doing science will
involve understanding the information processes of scientific
inference, and building systems that do the object-level science,
leading to a convergence of AI and the scientific enterprise.

This symposium will feature: descriptions of existing methods or
systems and their achievements in natural, social, and mathematical
science; generalizations made over these systems; exploratory task
analyses; and psychological/historical studies that promise to lead to
further systematic methods.


Organizing Committee:
Lindley Darden, Maryland; Joshua Lederberg, Rockefeller; Herbert
Simon, Carnegie Mellon; Derek Sleeman, Aberdeen; Raul Valdes-Perez
(chair), Carnegie Mellon, valdes@cs.cmu.edu.

* * * * * * * * * * * * * *

Registration Information

ALL ATTENDEES MUST PREREGISTER. Each symposium has a limited
attendance, with priority given to invited attendees. All accepted authors,
symposium participants, and other invited attendees must register by
February 22, 1995. After that period, registration will be opened up to the
general membership of AAAI and other interested parties. All other
registrations must be postmarked by March 8, 1995.

Your registration fee covers your attendance at the symposium, a copy of
the working notes for your symposium, and the reception.

Checks (drawn on US bank) or international money orders should be made
out to AAAI. VISA, MasterCard and American Express are also accepted.
Please complete the attached registration form and send it to sss@aaai.org
or fax it to 415/321-4457.

Parking will be available on the Stanford campus from March 27-29 for
$15.00. Application for a parking permit is included on the attached
registration form. A permit will be mailed to you with your registration
receipt, along with a map and directions to the assigned lots.

Please note: Requests for refunds must be received in writing by March 15,
1995. A $25.00 processing fee will be levied on all refunds granted.

When you arrive at Stanford, please pick up your complete registration
packet in the lobby of Cubberley Auditorium, located in the School of
Education. Registration hours will be:

Monday, March 27: 8:00 pm-5:00 pm
Tuesday, March 28: 8:00 am-5:00 pm
Wednesday, March 29: 8:00 am-12:00 pm

Hotels

For your convenience, AAAI has reserved a block of rooms at the following
hotels:

Symposium attendees must contact the hotels directly. Please identify
yourself as an AAAI Spring Symposium Series registrant to qualify for the
reduced rate.

Creekside Inn (Best Western)
3400 El Camino Real
Palo Alto, CA 94306
Phone: 415/493-2411
Fax: 415/493-6787
Marguerite shuttle pick-up: 0.5 mile
Rates: $70 (S), $90 (D)
Reserve before 2/26/95

Holiday Inn-Palo Alto
625 El Camino Real
Palo Alto, CA 94301
Phone: 415/328-2800 or 800/874-3516
Fax: 415/327-7362
Marguerite shuttle stop nearby
Rates: $98 (S), $108 (D)
Reserve before: 3/10/95

Stanford Terrace Inn
531 Stanford Ave
Palo Alto, CA 94306
Phone: 415/857-0333
Fax: 415/857-0343
Marguerite shuttle stop nearby
Rates: $82 (S), $92 (D)
Reserve before: 3/1/95

Other Hotels
(Available only on a first-come, first served basis; all prices are subject to
changes without notice):

Mermaid Inn
727 El Camino Real
Menlo Park, CA 94025
Phone: 415/323-9481 (No fax).
Rates: $48-56 (S), $58-68 (D)

Riviera Motor Lodge
15 El Camino Real
Menlo Park, CA 94025
Phone: 415/321-8772
Fax: 415/321-2137
Rates: $65 (S), $75 (D)

The Cardinal Hotel
235 Hamilton Avenue
Palo Alto, CA 94301
Phone: 415/323-5101
Fax: 415/325-6086
Marguerite shuttle stop nearby
Rates: $65 (S & D)

Hotel California
2431 Ash Street
Palo Alto, CA 94306
Phone: 415/322-7666 (No fax).
Marguerite shuttle stop nearby
Rates: $52-$63 (S and D)
(Continental breakfast included)

Travelodge
3255 El Camino Real
Palo Alto, CA 94306
Phone: 415/493-6340
Fax: 415/424-9535
Marguerite shuttle stop nearby
Rates: $45 (S), $54 (D)

Air Transportation and Car Rental

San Francisco/San Jose - Get there for less!

Fly into San Francisco or San Jose on American Airlines or United Airlines
and save 5% on lowest everyday fares, some restrictions apply. Or save 10%
on lowest unrestricted fares, with 7 day advance purchase. Travel between
March 19 and June 1, 1995. Alamo Rent A Car is also offering special rates
starting as low as $26/day or $125/week. Unlimited free mileage. Earn
bonus frequent flyer miles when you drive Alamo and fly American or
United.

For lowest available fares on any airline, call Conventions in America,
the official travel agency for AAAI and receive free flight insurance
of $100.000. Plus you'll become eligible to win free travel - drawings
held bi-monthly for two systemwide tickets on American Airlines.
Call 1-800-929-4242, ask for group #428. If you call direct:
American 1-800-433-1790, ask for Index #S9272. United 1-800-521-4041,
ask for Tour Code #577OR. Alamo 1-800-732-3232, ask for ID #409268 GR.


Disclaimer: In offering United Airlines, American Airlines,
Alamo Rent A Car, the Creekside Inn (Best Western), Holiday Inn,
and Stanford Terrace Inn (hereinafter referred to as
"Supplier") and all other service providers for the AAAI Spring Symposium
Series, the American Association for Artificial Intelligence (AAAI) acts only
in the capacity of agent for the Supplier which is the provider of
transportation or of hotel rooms. Because AAAI has no control over the
personnel, equipment or operations of providers of accommodations or
other services included as part of the Symposium program, AAAI assumes
no responsibility for and will not be liable for any personal delay,
inconveniences or other damage suffered by symposium participants which
may arise by reason of (1) any wrongful or negligent acts or omissions on
the part of any Supplier or its employees, (2) any defect in or failure of any
vehicle, equipment or instrumentality owned, operated or otherwise used by
any Supplier, or (3) any wrongful or negligent acts or omissions on the part
of any other party not under the control, direct or otherwise, of AAAI.


Ground Transportation

This information is the best available at time of printing. Fares and routes
change frequently. Please check by telephoning the appropriate numbers
below for the most up-to-date information.


Van

Supershuttle--24 hour van service to and from San Francisco Airport. San
Francisco Airport-Palo Alto rates are: $23.00 for one person one way;
$23.00 plus $7.00 for two persons going to the same address. Cash and
major credit cards accepted. For reservations call 415/558-8500.

Airport Connection--Van service $20.00 one way to and from San
Francisco Airport to Palo Alto. From San Jose Airport, shared ride service
(no vans) is $35.00 to Palo Alto. Cash, major credit cards, or checks
accepted. Call 415/363-1500 within California, or 800/247-7678 in other
areas. White courtesy telephone available at San Francisco Airport.

Stanford Shuttle
The Stanford University Marguerite Shuttle Bus service provides service
from several points along El Camino Real, the train station, and other
surrounding locations to the Stanford Oval as well as transportation around
the Stanford campus. Complete Marguerite schedules will be included in
registration packet.

Train
CalTrain runs between San Francisco and Palo Alto station starting at 5:00
am with the last train leaving San Francisco at 10:00 pm (weekdays), 12:00
midnight (Friday and Saturday nights). The fare is $6.50 round trip for
same-day travel, or $3.25 one way. For up-to-date fare information and
time tables, call toll free 800/660-4287.

Tentative Program Schedule (subject to change)


Monday, March 27:
9:00 am-5:30 pm Symposia sessions
6:00 pm-7:00 pm Reception, Faculty Club

Tuesday, March 28:
9:00 am-5:30 pm Symposia sessions
7:30 pm-9:00 pm Plenary session, Cubberley Auditorium

Wednesday, March 29:
9:00 am-12:30 pm Symposia sessions


* * * * * * * * * * * * * * * **
AAAI Spring Symposium Series
REGISTRATION FORM

ALL ATTENDEES MUST PREREGISTER.
Please complete in full and return to AAAI no later than February 22, 1995
(invited attendees), or by March 8, 1995 (general registration).

Please print or type.

First Name:

Last Name:

Affiliation:

Address (Indicate home or business):

City:

State:

Zip or postal code:

Country:

Daytime telephone:

Email:

* * * * * * * * * * * * * * * *

SYMPOSIUM

(Please choose only one.)

1. Empirical Methods in Discourse Interpretation and Generation
2. Extending Theories of Action: Formal Theory and Practical Applications
3. Information Gathering from Heterogeneous, Distributed Environments
4. Integrated Planning Applications
5. Interactive Story Systems: Plot and Character
6. Lessons Learned from Implemented Software Architectures for Physical Agents
7. Representation and Acquisition of Lexical Knowledge:
Polysemy, Ambiguity, and Generativity
8. Representing Mental States and Mechanisms
9. Systematic Methods of Scientific Discovery

* * * * * * * * * * * * * * * *

FEE

AAAI Member: $215.00
Student Member: $100.00
Nonmember: $275.00
Student Nonmember: $125.00

(Students must send legible proof of full-time student status.)

Temporary Stanford University parking permit:

March 27-29: $15.00

TOTAL FEE (Please enter correct amount):

* * * * * * * * * * * * * * * ***

METHOD OF PAYMENT

All email and fax registrations must be accompanied by credit card information.
AAAI accepts MasterCard, Visa, and American Express. Checks will also be
accepted through the regular mail. Prepayment is required. No PO's will be
accepted.

Credit Card #:
Expiration Date:
Name (as it appears on card):

Please send your completed registration form to SSS-95, AAAI,
445 Burgess Drive, Menlo Park, CA 94025; fax 415-321-4457; sss@aaai.org.
Please note that there are security issues involved with the transmittal
of credit card information over the internet. AAAI will not be held liable
for any misuse of your credit card information during its transmittal
from you to AAAI.

Please note: Requests for refunds must be received in writing by March 15, 1995.
A $25.00 processing fee will be levied on all refunds granted.

Thank you for your registration!

End of NL-KR Digest
*******************

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