MARC details
| 000 -LEADER |
|---|
| fixed length control field |
05001naaaa2200937uu 4500 |
| 001 - CONTROL NUMBER |
|---|
| control field |
https://directory.doabooks.org/handle/20.500.12854/78608 |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20220714160554.0 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9780262363136 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9780262045582 |
| 041 0# - LANGUAGE CODE |
|---|
| Language code of text/sound track or separate title |
English |
| 042 ## - AUTHENTICATION CODE |
|---|
| Authentication code |
dc |
| 072 #7 - SUBJECT CATEGORY CODE |
|---|
| Subject category code |
UYQM |
| Source |
bicssc |
| 072 #7 - SUBJECT CATEGORY CODE |
|---|
| Subject category code |
CFM |
| Source |
bicssc |
| 072 #7 - SUBJECT CATEGORY CODE |
|---|
| Subject category code |
GTR |
| Source |
bicssc |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
McShane, Marjorie |
| Relator code |
auth |
| 9 (RLIN) |
1570082 |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Linguistics for the Age of AI |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
|---|
| Place of publication, distribution, etc |
Cambridge |
| Name of publisher, distributor, etc |
The MIT Press |
| Date of publication, distribution, etc |
2021 |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
1 electronic resource (448 p.) |
| 506 0# - RESTRICTIONS ON ACCESS NOTE |
|---|
| Terms governing access |
Open Access |
| Source of term |
star |
| Standardized terminology for access restriction |
Unrestricted online access |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc |
A human-inspired, linguistically sophisticated model of language understanding for intelligent agent systems. One of the original goals of artificial intelligence research was to endow intelligent agents with human-level natural language capabilities. Recent AI research, however, has focused on applying statistical and machine learning approaches to big data rather than attempting to model what people do and how they do it. In this book, Marjorie McShane and Sergei Nirenburg return to the original goal of recreating human-level intelligence in a machine. They present a human-inspired, linguistically sophisticated model of language understanding for intelligent agent systems that emphasizes meaning-the deep, context-sensitive meaning that a person derives from spoken or written language. With Linguistics for the Age of AI, McShane and Nirenburg offer a roadmap for creating language-endowed intelligent agents (LEIAs) that can understand,explain, and learn. They describe the language-understanding capabilities of LEIAs from the perspectives of cognitive modeling and system building, emphasizing "actionability"-which involves achieving interpretations that are sufficiently deep, precise, and confident to support reasoning about action. After detailing their microtheories for topics such as semantic analysis, basic coreference, and situational reasoning, McShane and Nirenburg turn to agent applications developed using those microtheories and evaluations of a LEIA's language understanding capabilities. McShane and Nirenburg argue that the only way to achieve human-level language understanding by machines is to place linguistics front and center, using statistics and big data as contributing resources. They lay out a long-term research program that addresses linguistics and real-world reasoning together, within a comprehensive cognitive architecture. |
| 540 ## - TERMS GOVERNING USE AND REPRODUCTION NOTE |
|---|
| Terms governing use and reproduction |
Creative Commons |
| -- |
by-nc-nd/4.0 |
| -- |
cc |
| -- |
http://creativecommons.org/licenses/by-nc-nd/4.0 |
| 546 ## - LANGUAGE NOTE |
|---|
| Language note |
English |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Machine learning |
| Source of heading or term |
bicssc |
| 9 (RLIN) |
90912 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Lexicography |
| Source of heading or term |
bicssc |
| 9 (RLIN) |
138208 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Cognitive science |
| Source of heading or term |
bicssc |
| 9 (RLIN) |
51694 |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
natural language understanding |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
computational semantics |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
computational pragmatics |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
computational linguistics |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
intelligent agents |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
cognitive modelling |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
cognitive systems |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
AI |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
artificial intelligence |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
language-endowed intelligent agents |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
natural language processing |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
NLP |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
language-endowed intelligent agent systems |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
linguistic and extralinguistic scope |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
understanding |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
Extracting and representing meaning |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
theories |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
systems and models |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
actionability |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
explanation |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
Theory and methodology |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
knowledge bases |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
incrementality |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
microtheories |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
Pre-semantic analysis |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
error recovery |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
managing complexity |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
Modification |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
proposition-level semantic enhancements |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
constructions |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
indirect speech acts |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
non-literal language |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
ellipsis |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
fragments |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
unknown words |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
personal pronouns |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
broad referring expressions |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
definite descriptions |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
anaphoric event coreference |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
Residual ambiguities |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
incongruities |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
underspecification |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
incorporating |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
OntoAgent cognitive architecture |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
fractured syntax |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
treating underspecified elements |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
Integrated NLU applications |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
Maryland Virtual Patient |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
cognitive robotics |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
Model and system evaluation |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
component-level evaluation |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
holistic evaluation |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Nirenburg, Sergei |
| Relator code |
auth |
| 9 (RLIN) |
211382 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Host name |
www.oapen.org |
| Uniform Resource Identifier |
<a href="https://doi.org/10.7551/mitpress/13618.001.0001">https://doi.org/10.7551/mitpress/13618.001.0001</a> |
| -- |
0 |
| Public note |
DOAB: download the publication |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Host name |
www.oapen.org |
| Uniform Resource Identifier |
<a href="https://directory.doabooks.org/handle/20.500.12854/78608">https://directory.doabooks.org/handle/20.500.12854/78608</a> |
| -- |
0 |
| Public note |
DOAB: description of the publication |
