Evaluation of Text Summaries Based on Linear Optimization of Content Metrics

Rojas-simon, Jonathan/ Ledeneva, Yulia/ Garcia-hernandez, Rene Arnulfo

ISBN 10: 3031072138 / ISBN 13: 9783031072130

Verlag: Springer Nature, 2022

Beschreibung

228 pages. 9.25x6.10x0.56 inches. In Stock. Bestandsnummer des Verkäufers x-3031072138

Bibliografische Details

Titel: Evaluation of Text Summaries Based on Linear...

Verlag: Springer Nature

Erscheinungsdatum: 2022

Einband: Hardcover

Zustand: Brand New

Über diesen Titel

Inhaltsangabe:

This book provides a comprehensive discussion and new insights about linear optimization of content metrics to improve the automatic Evaluation of Text Summaries (ETS). The reader is first introduced to the background and fundamentals of the ETS. Afterward, state-of-the-art evaluation methods that require or do not require human references are described. Based on how linear optimization has improved other natural language processing tasks, we developed a new methodology based on genetic algorithms that optimize content metrics linearly. Under this optimization, we propose SECO-SEVA as an automatic evaluation metric available for research purposes. Finally, the text finishes with a consideration of directions in which automatic evaluation could be improved in the future. The information provided in this book is self-contained. Therefore, the reader does not require an exhaustive background in this area. Moreover, we consider this book the first one that deals with the ETS in depth.

Über die Autorin bzw. den Autor:

Charlotte y Peter Fiell son dos autoridades en historia, teoría y crítica del diseño y han escrito más de sesenta libros sobre la materia, muchos de los cuales se han convertido en éxitos de ventas. También han impartido conferencias y cursos como profesores invitados, han comisariado exposiciones y asesorado a fabricantes, museos, salas de subastas y grandes coleccionistas privados de todo el mundo. Los Fiell han escrito numerosos libros para TASCHEN, entre los que se incluyen 1000 Chairs, Diseño del siglo XX, El diseño industrial de la A a la Z, Scandinavian Design y Diseño del siglo XXI.