Neural network methods for natural language processing / (Record no. 24264)
[ view plain ]
| 000 -LEADER | |
|---|---|
| fixed length control field | 01369nam a22002057a 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9783031010378 |
| 041 ## - LANGUAGE CODE | |
| Language code of text/sound track or separate title | English |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.35 |
| Item number | GOL |
| 100 ## - MAIN ENTRY--AUTHOR NAME | |
| Author name | Goldberg, Yoav |
| 245 ## - TITLE STATEMENT | |
| Title | Neural network methods for natural language processing / |
| Statement of responsibility, etc | Yoav Goldberg |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication | Claypool : |
| Name of publisher | Springer International Publishing , |
| Year of publication | 2012. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | xxii, 287 pages : |
| Other physical details | illustrations ; |
| Dimensions | 24 cm. |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Supervised Classification and Feed-forward Neural Networks -- Working with Natural Language Data -- Specialized Architectures -- Additional Topics. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | Neural networks are a family of powerful machine learning models. This book focuses on the application of neural network models to natural language data. The first half of the book (Parts I and II) covers the basics of supervised machine learning and feed-forward neural networks, the basics of working with machine learning over language data, and the use of vector-based rather than symbolic representations for words. It also covers the computation-graph abstraction, which allows to easily define and train arbitrary neural networks, and is the basis behind the design of contemporary neural network software libraries. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Subject | Artificial intelligence |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Subject | Computers |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Subject | Natural language processing (Computer science) |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Books |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Cost, normal purchase price | Bill Date | Full call number | Accession Number | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | Institute of Public Enterprise, Library | Institute of Public Enterprise, Library | S Campus | 03/02/2026 | Professional Book Services | 7096.91 | 27-11-2026 | 006.35 GOL | 50973 | 03/02/2026 | Books | ||||
| Dewey Decimal Classification | Institute of Public Enterprise, Library | Institute of Public Enterprise, Library | S Campus | 03/02/2026 | Professional Book Services | 7096.91 | 27-11-2026 | 006.35 GOL | 50974 | 03/02/2026 | Books | ||||
| Dewey Decimal Classification | Institute of Public Enterprise, Library | Institute of Public Enterprise, Library | S Campus | 03/02/2026 | Professional Book Services | 7096.91 | 27-11-2026 | 006.35 GOL | 50975 | 03/02/2026 | Books |
2cqr automation private limited, Chennai. All Rights Reserved.