Advertisement

© 2016

Anaphora Resolution

Algorithms, Resources, and Applications

  • Massimo Poesio
  • Roland Stuckardt
  • Yannick Versley
Book

Table of contents

  1. Front Matter
    Pages i-x
  2. Roland Stuckardt
    Pages 1-19
  3. Background

    1. Front Matter
      Pages 21-21
    2. Massimo Poesio, Roland Stuckardt, Yannick Versley, Renata Vieira
      Pages 55-94
  4. Resources

    1. Front Matter
      Pages 95-95
    2. Massimo Poesio, Sameer Pradhan, Marta Recasens, Kepa Rodriguez, Yannick Versley
      Pages 97-140
    3. Xiaoqiang Luo, Sameer Pradhan
      Pages 141-163
    4. Marta Recasens, Sameer Pradhan
      Pages 165-208
    5. Olga Uryupina, Roberto Zanoli
      Pages 209-236
    6. Yannick Versley, Anders Björkelund
      Pages 237-266
  5. Algorithms

    1. Front Matter
      Pages 267-267
    2. Veronique Hoste
      Pages 269-282
    3. Nick Rizzolo, Dan Roth
      Pages 315-343
    4. Olga Uryupina, Mijail Kabadjov, Massimo Poesio
      Pages 369-392
    5. Yannick Versley, Massimo Poesio, Simone Ponzetto
      Pages 393-429
  6. Applications

    1. Front Matter
      Pages 431-431
    2. Josef Steinberger, Mijail Kabadjov, Massimo Poesio
      Pages 433-456

About this book

Introduction

This book lays out a path leading from the linguistic and cognitive basics, to classical rule-based and machine learning algorithms, to today’s state-of-the-art approaches, which use advanced empirically grounded techniques, automatic knowledge acquisition, and refined linguistic modeling to make a real difference in real-world applications. Anaphora and coreference resolution both refer to the process of linking textual phrases (and, consequently, the information attached to them) within as well as across sentence boundaries, and to the same discourse referent.

The book offers an overview of recent research advances, focusing on practical, operational approaches and their applications. In part I (Background), it provides a general introduction, which succinctly summarizes the linguistic, cognitive, and computational foundations of anaphora processing and the key classical rule- and machine-learning-based anaphora resolution algorithms. Acknowledging the central importance of shared resources, part II (Resources) covers annotated corpora, formal evaluation, preprocessing technology, and off-the-shelf anaphora resolution systems. Part III (Algorithms) provides a thorough description of state-of-the-art anaphora resolution algorithms, covering enhanced machine learning methods as well as techniques for accomplishing important subtasks such as mention detection and acquisition of relevant knowledge. Part IV (Applications) deals with a selection of important anaphora and coreference resolution applications, discussing particular scenarios in diverse domains and distilling a best-practice model for systematically approaching new application cases. In the concluding part V (Outlook), based on a survey conducted among the contributing authors, the prospects of the research field of anaphora processing are discussed, and promising new areas of interdisciplinary cooperation and emerging application scenarios are identified.

Given the book’s design, it can be used both as an accompanying text for advanced lectures in computational linguistics, natural language engineering, and computer science, and as a reference work for research and independent study. It addresses an audience that includes academic researchers, university lecturers, postgraduate students, advanced undergraduate students, industrial researchers, and software engineers.

Keywords

Anaphoric Expressions Anaphoric Resolution Computational Linguistics Corpora Information Extraction Natural Language Processing

Editors and affiliations

  • Massimo Poesio
    • 1
  • Roland Stuckardt
    • 2
  • Yannick Versley
    • 3
  1. 1.TrentoItaly
  2. 2.Frankfurt am MainGermany
  3. 3.HeidelbergGermany

About the editors

Massimo Poesio is a cognitive scientist with a primary interest in computational linguist but interests in psycholinguistics and neuroscience
as well. His research includes the development of computational models of semantic and discourse interpretation (in particular,  anaphora resolution); the creation of  corpora of anaphorically annotated  data (he pioneered the use of  games-with-a-purpose for computational linguistics with the development of Phrase Detectives, http://www.phrasedetectives.org); the study of commonsense knowledge using a combination of methods from computational linguistics and from neuroscience; and the application of 
text analytics methods to real life problems, such as deception detection and the identification of reports of human rights violations in social media. 

Roland Stuckardt works as a consultant, research & development manager, and scientific researcher in the fields of computational linguistics and natural language processing. He studied computer science and economics at Goethe University Frankfurt. During his work at the German National Research Center for Information Technology (GMD) Darmstadt, he specialized in text analysis, parsing, discourse semantics, and robust anaphor resolution. He received his PhD at Goethe University for his research on computer-based text content analysis in the social sciences. Among his research interests and main fields of work are anaphora processing, information extraction, media content monitoring, innovative natural language processing applications in general, and computer chess. 

Yannick Versley is a group leader in the Leibniz-ScienceCampus "Empirical Linguistics and Computational Language Modeling", a collaboration between the Institute for German Language (IDS) in Mannheim and the Institute for Computational Linguistics at the University of Heidelberg. He studied Computer Science, Physics and Mathematics in Hamburg before doing a PhD in Tübingen on the coreference resolution of definite noun phrases in German newspaper text. During his subsequent work in Rovereto/Trento, Tübingen, and Heidelberg, he has worked on a number of topics including statistical parsing, coreference resolution, discourse relations, and distributional semantics, with particular attention to German.

Bibliographic information

  • Book Title Anaphora Resolution
  • Book Subtitle Algorithms, Resources, and Applications
  • Editors Massimo Poesio
    Roland Stuckardt
    Yannick Versley
  • Series Title Theory and Applications of Natural Language Processing
  • Series Abbreviated Title Theory,Applicat. Natural Language Processing
  • DOI https://doi.org/10.1007/978-3-662-47909-4
  • Copyright Information Springer-Verlag Berlin Heidelberg 2016
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science Computer Science (R0)
  • Hardcover ISBN 978-3-662-47908-7
  • Softcover ISBN 978-3-662-56907-8
  • eBook ISBN 978-3-662-47909-4
  • Series ISSN 2192-032X
  • Series E-ISSN 2192-0338
  • Edition Number 1
  • Number of Pages X, 508
  • Number of Illustrations 26 b/w illustrations, 4 illustrations in colour
  • Topics Natural Language Processing (NLP)
    Computational Linguistics
  • Buy this book on publisher's site