£76.14

Springer From Extractive to Abstractive Summarization: A Journey

Price data last checked 20 day(s) ago - will refresh soon

View at Amazon

Price History & Forecast

Last 71 days • 71 data points (No recent data available)

Historical
Generating forecast...
£76.14 £75.63 £75.74 £75.85 £75.97 £76.08 £76.19 25 January 2026 11 February 2026 01 March 2026 18 March 2026 05 April 2026

Price Distribution

Price distribution over 71 days • 1 price levels

Days at Price
71 days 0 18 36 53 71 £76 Days at Price

Price Analysis

Most common price: £76 (71 days, 100.0%)

Price range: £76 - £76

Price levels: 1 different prices over 71 days

Description

Product Description This book describes recent advances in text summarization, identifies remaining gaps and challenges, and proposes ways to overcome them. It begins with one of the most frequently discussed topics in text summarization –  ‘sentence extraction’ –, examines the effectiveness of current techniques in domain-specific text summarization, and proposes several improvements. In turn, the book describes the application of summarization in the legal and scientific domains, describing two new corpora that consist of more than 100 thousand court judgments and more than 20 thousand scientific articles, with the corresponding manually written summaries. The availability of these large-scale corpora opens up the possibility of using the now popular data-driven approaches based on deep learning. The book then highlights the effectiveness of neural sentence extraction approaches, which perform just as well as rule-based approaches, but without the need for any manual annotation. As a next step, multiple techniques for creating ensembles of sentence extractors – which deliver better and more robust summaries – are proposed. In closing, the book presents a neural network-based model for sentence compression. Overall the book takes readers on a journey that begins with simple sentence extraction and ends in abstractive summarization, while also covering key topics like ensemble techniques and domain-specific summarization, which have not been explored in detail prior to this. From the Back Cover This book describes recent advances in text summarization, identifies remaining gaps and challenges, and proposes ways to overcome them. It begins with one of the most frequently discussed topics in text summarization –  ‘sentence extraction’ –, examines the effectiveness of current techniques in domain-specific text summarization, and proposes several improvements. In turn, the book describes the application of summarization in the legal and scientific domains, describing two new corpora that consist of more than 100 thousand court judgments and more than 20 thousand scientific articles, with the corresponding manually written summaries. The availability of these large-scale corpora opens up the possibility of using the now popular data-driven approaches based on deep learning. The book then highlights the effectiveness of neural sentence extraction approaches, which perform just as well as rule-based approaches, but without the need for any manual annotation. As a next step, multiple techniques for creating ensembles of sentence extractors – which deliver better and more robust summaries – are proposed. In closing, the book presents a neural network-based model for sentence compression. Overall the book takes readers on a journey that begins with simple sentence extraction and ends in abstractive summarization, while also covering key topics like ensemble techniques and domain-specific summarization, which have not been explored in detail prior to this. About the Author Dr. Parth Mehta completed his M.Tech. in Machine Intelligence and his Ph.D. in Text Summarization at Dhirubhai Ambani Institute of ICT (DA-IICT), Gandhinagar, India. At the DA-IICT he was part of the Information Retrieval and Natural Language Processing Lab. He was also involved in the national project “Cross Lingual Information Access”, funded by the Govt. of India, which focused on building a cross-lingual search engine for nine Indian languages. Dr. Mehta has served as reviewer for the journals Information Processing and Management and Forum for Information Retrieval Evaluation. Apart from several journal and conference papers, he has also co-edited a book on text processing published by Springer. Prof. Prasenjit Majumder is an Associate Professor at Dhirubhai Ambani Institute of ICT (DA-IICT), Gandhinagar and a Visiting Professor at the Indian Institute of Information Technology, Vadodara (IIIT-V). Prof. Majumder completed his Ph.D. at Jada

Product Specifications

Format
hardcover
Domain
Amazon UK
Release Date
30 August 2019
Listed Since
11 May 2019

Barcode

No barcode data available

Similar Products You Might Like

Applications of Machine Learning (Algorithms for Intelligent Systems)
94% match

Applications of Machine Learning (Algorithms for Intelligent Systems)

Springer

£78.54 25 Feb 2026
Emerging Technologies in Data Mining and Information Security: Proceedings of IEMIS 2018, Volume 1: 755 (Advances in Intelligent Systems and Computing, 755)
94% match

Emerging Technologies in Data Mining and Information Security: Proceedings of IEMIS 2018, Volume 1: 755 (Advances in Intelligent Systems and Computing, 755)

Springer

£179.00 13 Feb 2026
Principles of Data Science (Transactions on Computational Science and Computational Intelligence)
94% match

Principles of Data Science (Transactions on Computational Science and Computational Intelligence)

Springer

£115.33 09 Mar 2026
Cyber Intelligence and Information Retrieval: Proceedings of CIIR 2021: 291 (Lecture Notes in Networks and Systems, 291)
94% match

Cyber Intelligence and Information Retrieval: Proceedings of CIIR 2021: 291 (Lecture Notes in Networks and Systems, 291)

Springer

£97.00 19 Feb 2026
Soft Computing Techniques and Applications: Proceeding of the International Conference on Computing and Communication (IC3 2020): 1248 (Advances in Intelligent Systems and Computing, 1248)
94% match

Soft Computing Techniques and Applications: Proceeding of the International Conference on Computing and Communication (IC3 2020): 1248 (Advances in Intelligent Systems and Computing, 1248)

Springer

£131.96 07 Mar 2026
Computational Intelligence in Pattern Recognition: Proceedings of CIPR 2020: 1120 (Advances in Intelligent Systems and Computing, 1120)
94% match

Computational Intelligence in Pattern Recognition: Proceedings of CIPR 2020: 1120 (Advances in Intelligent Systems and Computing, 1120)

Springer

£108.46 13 Apr 2026
Recent Studies on Computational Intelligence: Doctoral Symposium on Computational Intelligence (DoSCI 2020): 921
94% match

Recent Studies on Computational Intelligence: Doctoral Symposium on Computational Intelligence (DoSCI 2020): 921

Springer

£103.30 25 Feb 2026
Proceedings of the First International Conference on Computational Intelligence and Informatics: ICCII 2016: 507 (Advances in Intelligent Systems and Computing, 507)
94% match

Proceedings of the First International Conference on Computational Intelligence and Informatics: ICCII 2016: 507 (Advances in Intelligent Systems and Computing, 507)

Springer

£145.36 13 Jan 2026
Language Corpora Annotation and Processing
94% match

Language Corpora Annotation and Processing

Springer

£116.33 28 Mar 2026
Proceedings of Academia-Industry Consortium for Data Science: AICDS 2020: 1411 (Advances in Intelligent Systems and Computing, 1411)
94% match

Proceedings of Academia-Industry Consortium for Data Science: AICDS 2020: 1411 (Advances in Intelligent Systems and Computing, 1411)

Springer

£120.00 26 Jan 2026
Handbook of Neural Computation
94% match

Handbook of Neural Computation

Academic Press

£118.99 18 Apr 2026
Smart Computing Techniques and Applications: Proceedings of the Fourth International Conference on Smart Computing and Informatics, Volume 2: 224 (Smart Innovation, Systems and Technologies, 224)
93% match

Smart Computing Techniques and Applications: Proceedings of the Fourth International Conference on Smart Computing and Informatics, Volume 2: 224 (Smart Innovation, Systems and Technologies, 224)

Springer

£133.82 02 Mar 2026
Academic Press Data Analytics for Social Microblogging Platforms
93% match

Academic Press Data Analytics for Social Microblogging Platforms

Academic Press

£111.99 18 Apr 2026
Academic Press - Artificial Intelligence for Neurological Disorders
93% match

Academic Press - Artificial Intelligence for Neurological Disorders

Academic Press

£131.39 19 Apr 2026
Interdisciplinary Knowledge Organization
93% match

Interdisciplinary Knowledge Organization

Springer

£86.62 23 Feb 2026
Advances in Intelligent Computing: 687 (Studies in Computational Intelligence, 687)
93% match

Advances in Intelligent Computing: 687 (Studies in Computational Intelligence, 687)

Springer

£87.58 24 Feb 2026
ICT Analysis and Applications: Proceedings of ICT4SD 2020, Volume 2: 154 (Lecture Notes in Networks and Systems, 154)
93% match

ICT Analysis and Applications: Proceedings of ICT4SD 2020, Volume 2: 154 (Lecture Notes in Networks and Systems, 154)

Springer

£136.74 02 Mar 2026
Machine Learning for Text
93% match

Machine Learning for Text

Springer

£55.30 12 Jan 2026
Natural Language Processing with Python Updated Edition: From Basics to Advanced Projects: Mastering Text Analysis, Machine Learning Models, and Chatbot Development (Mastering the AI Revolution)
93% match

Natural Language Processing with Python Updated Edition: From Basics to Advanced Projects: Mastering Text Analysis, Machine Learning Models, and Chatbot Development (Mastering the AI Revolution)

£43.09 08 Jan 2026
Smart Sensors for Industrial Internet of Things: Challenges, Solutions and Applications
93% match

Smart Sensors for Industrial Internet of Things: Challenges, Solutions and Applications

Springer

£127.99 08 Mar 2026
Smart Sensors for Industrial Internet of Things: Challenges, Solutions and Applications
93% match

Smart Sensors for Industrial Internet of Things: Challenges, Solutions and Applications

Springer

£135.50 28 Mar 2026
Springer Advances in Augmented Reality and Virtual Reality 998
93% match

Springer Advances in Augmented Reality and Virtual Reality 998

Springer

£106.00 18 Apr 2026
Methodologies and Application Issues of Contemporary Computing Framework
93% match

Methodologies and Application Issues of Contemporary Computing Framework

Springer

£72.01 28 Feb 2026
Applied Computer Vision and Image Processing: Proceedings of ICCET 2020, Volume 1: 1155 (Advances in Intelligent Systems and Computing, 1155)
93% match

Applied Computer Vision and Image Processing: Proceedings of ICCET 2020, Volume 1: 1155 (Advances in Intelligent Systems and Computing, 1155)

Springer

£145.36 29 Jan 2026