MARC details
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03688naaaa2200589uu 4500 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
oapen |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20230518163635.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS |
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m o d |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
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cr|mn|---annan |
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20220221s2021 engx |||||o ||||eng|| d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9780262363136 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9780262045582 |
| 040 ## - CATALOGING SOURCE |
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| Original cataloging agency |
oapen |
| Transcribing agency |
oapen |
| 041 0# - LANGUAGE CODE |
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| Language code of text/sound track or separate title |
eng |
| 042 ## - AUTHENTICATION CODE |
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| Authentication code |
dc |
| 080 ## - UNIVERSAL DECIMAL CLASSIFICATION NUMBER |
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| Universal Decimal Classification number |
004 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
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| Personal name |
<a href="McShane, Marjorie">McShane, Marjorie</a> |
| Relationship |
auth |
| 245 10 - TITLE STATEMENT |
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| Title |
Linguistics for the Age of AI |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
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| Place of publication, distribution, etc. |
Cambridge |
| Name of publisher, distributor, etc. |
The MIT Press |
| Date of publication, distribution, etc. |
2021 |
| 300 ## - PHYSICAL DESCRIPTION |
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| Extent |
1 electronic resource (448 p.) |
| 490 1# - SERIES STATEMENT |
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| Series statement |
The MIT Press |
| 506 0# - RESTRICTIONS ON ACCESS NOTE |
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| Terms governing access |
Open Access |
| Source of term |
star |
| Standardized terminology for access restriction |
Unrestricted online access |
| 520 ## - SUMMARY, ETC. |
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| 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 |
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| Terms governing use and reproduction |
Creative Commons |
| Use and reproduction rights |
by-nc-nd/4.0 |
| Source of term |
cc |
| 546 ## - LANGUAGE NOTE |
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| Language note |
English |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Искусственный интеллект |
| 9 (RLIN) |
4518 |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
Natural language understanding |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
Computational semantics |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
Intelligent agents |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
Cognitive modelling |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
Artificial intelligence |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
Language-endowed intelligent agents |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
Natural language processing |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
Language-endowed intelligent agent systems |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
Linguistic and extralinguistic scope |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
Actionability |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
Explanation |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
Theory and methodology |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
Knowledge bases |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
Incrementality |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
Microtheories |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
Pre-semantic analysis |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
Anaphoric event coreference |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
Residual ambiguities |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
Incongruities |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
Underspecification |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Nirenburg, Sergei |
| Relationship |
auth |
| 830 ## - SERIES ADDED ENTRY--UNIFORM TITLE |
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| 9 (RLIN) |
4582 |
| Uniform title |
The MIT Press |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
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| 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> |
| Access status |
0 |
| Public note |
Description |
| 909 ## - Составили записи |
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| -- |
4 |
| -- |
Darya Shvetsova |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
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| Source of classification or shelving scheme |
Универсальная десятичная классификация |
| Koha item type |
Electronic edition |