04824nam a2200445 i 4500 37526 BD-DhAAL 20211227115020.0 211004t2019 mau b 001 0 eng 42232 42232 2018059552 9780262042840 DLC eng DLC rda DLC BD-DhAAL pcc QA76.9.N38 E46 2019 006.35 23 Eisenstein, Jacob, author. 42121 Introduction to natural language processing / Jacob Eisenstein. Cambridge, Massachusetts : The MIT Press, c2019 xiv, 519 pages ; 24 cm. Adaptive computation and machine learning Includes bibliographical references (pages 459-508) and index. "The book provides a technical perspective on the most contemporary data-driven approaches, focusing on techniques from supervised and unsupervised machine learning. It also includes background in the salient linguistic issues, as well as computational representations and algorithms. The first section of the book explores what can be with individual words. The second section concerns structured representations such as sequences, trees, and graphs. The third section highlights different approaches to the representation and analysis of linguistic meaning. The final section describes three of the most transformative applications of natural language processing: information extraction, machine translation, and text generation. The book describes the technical foundations of the field, including the most relevant machine learning techniques, algorithms, and linguistic representations. From these foundations, it extends to contemporary research in areas such as deep learning. Each chapter contains exercises that include paper-and-pencil analysis of the computational algorithms and linguistic issues, as well as software implementations"-- CSE Trim Education 37526, 37527, 37528, 37529, 37530, 37531, 37532, 37533, 37534, 37535 Natural language processing (Computer science). 42122 Computer science. 42123 Adaptive computation and machine learning 42124 Ayesha Abed Library General Stacks ddc BK 0 0 ddc 0 006_350000000000000_EIS 0 69364 BRACUL BRACUL GEN 2021-09-13 Trim Education 5950.00 4 37 006.35 EIS 3010037528 2026-02-17 2025-10-13 3 5950.00 2021-09-13 BK Received during the COVID -19 outbreak vacation 0 0 ddc 0 006_350000000000000_EIS 0 69365 BRACUL BRACUL GEN 2021-09-13 Trim Education 5950.00 3 29 006.35 EIS 3010037529 2025-07-16 2024-09-15 4 5950.00 2021-09-13 BK Received during the COVID -19 outbreak vacation 0 0 ddc 0 006_350000000000000_EIS 0 69366 BRACUL BRACUL GEN 2021-09-13 Trim Education 5950.00 5 45 006.35 EIS 3010037533 2025-10-12 2025-06-22 8 5950.00 2021-09-13 BK Received during the COVID -19 outbreak vacation 0 0 ddc 0 006_350000000000000_EIS 0 69367 BRACUL BRACUL GEN 2021-09-13 Trim Education 5950.00 2 23 006.35 EIS 3010037535 2025-12-18 2025-10-16 10 5950.00 2021-09-13 BK Received during the COVID -19 outbreak vacation 0 0 ddc 0 006_350000000000000_EIS 0 69368 BRACUL BRACUL GEN 2021-09-13 Trim Education 5950.00 5 2 006.35 EIS 3010037534 2025-12-22 2025-08-23 9 5950.00 2021-09-13 BK Received during the COVID -19 outbreak vacation 0 0 ddc 0 006_350000000000000_EIS 0 69369 BRACUL BRACUL GEN 2021-09-13 Trim Education 5950.00 5 14 006.35 EIS 3010037527 2024-05-28 2024-03-25 2 5950.00 2021-09-13 BK Received during the COVID -19 outbreak vacation 0 0 ddc 0 006_350000000000000_EIS 0 69370 BRACUL BRACUL GEN 2021-09-13 Trim Education 5950.00 4 11 006.35 EIS 3010037530 2025-04-08 2025-02-18 5 5950.00 2021-09-13 BK Received during the COVID -19 outbreak vacation 0 0 ddc 0 006_350000000000000_EIS 0 69371 BRACUL BRACUL GEN 2021-09-13 Trim Education 5950.00 5 34 006.35 EIS 3010037526 2025-12-27 2025-12-13 1 5950.00 2021-09-13 BK Received during the COVID -19 outbreak vacation 0 0 ddc 0 006_350000000000000_EIS 0 69372 BRACUL BRACUL GEN 2021-09-13 Trim Education 5950.00 4 32 006.35 EIS 3010037532 2026-03-28 2025-07-30 7 5950.00 2021-09-13 BK Received during the COVID -19 outbreak vacation 0 0 ddc 0 006_350000000000000_EIS 0 69373 BRACUL BRACUL GEN 2021-09-13 Trim Education 5950.00 7 50 006.35 EIS 3010037531 2025-09-24 2025-09-02 6 5950.00 2021-09-13 BK Received during the COVID -19 outbreak vacation