Автор: Parth Mehta; Prasenjit Majumder Название: From Extractive to Abstractive Summarization: A Journey ISBN: 9811389330 ISBN-13(EAN): 9789811389337 Издательство: Springer Рейтинг: Цена: 13974.00 р. Наличие на складе: Нет в наличии.
Описание:
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.
Описание: This Festschrift was published in honor of Catuscia Palamidessi on the occasion of her 60th birthday. It features 6 laudations, which are available in the front matter of the volume, and 25 papers by close collaborators and friends.
Автор: Daniel R. Mayerson; Anthony M. Charles; Joseph E. Название: Relativity: A Journey Through Warped Space and Time ISBN: 3030189139 ISBN-13(EAN): 9783030189136 Издательство: Springer Рейтинг: Цена: 6986.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:
This primer brilliantly exposes concepts related to special and general relativity for the absolute beginner. It can be used either as an introduction to the subject at a high school level or as a useful compass for undergraduates who want to move the first steps towards Einstein's theories.
The book is enhanced throughout with many useful exercises and beautiful illustrations to aid understanding.
The topics covered include: Lorentz transformations, length contraction and time dilation, the twin paradox (and other paradoxes), Minkowski spacetime, the Einstein equivalence principle, curvature of space and spacetime, geodesics, parallel transport, Einstein’s equations of general relativity, black holes, wormholes, cosmology, gravitational waves, time machines, and much more.
Описание: This treasure trove of a book is full of stories, ideas, best practices and tools for making sustainable business work in a myriad of different contexts, cultures and settings.
Автор: Marilynn Fleckenstein; Mary Maury; Laura Pincus; P Название: From the Universities to the Marketplace: The Business Ethics Journey ISBN: 0792347862 ISBN-13(EAN): 9780792347866 Издательство: Springer Рейтинг: Цена: 20962.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The Second Annual International Vincentian Conference Promoting Business Ethics
Автор: Martin Loebl; Jaroslav Ne?et?il; Robin Thomas Название: A Journey Through Discrete Mathematics ISBN: 3319444786 ISBN-13(EAN): 9783319444789 Издательство: Springer Рейтинг: Цена: 20962.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This collection of high-quality articles in the field of combinatorics, geometry, algebraic topology and theoretical computer science is a tribute to Jiri Matousek, who passed away prematurely in March 2015.
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