Anaphora Resolution Algorithms, Resources, and Applications /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Poesio, Massimo (Επιμελητής έκδοσης), Stuckardt, Roland (Επιμελητής έκδοσης), Versley, Yannick (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2016.
• Σειρά: Theory and Applications of Natural Language Processing,
• Θέματα: Computer science.; Computational linguistics.; Computer Science.; Language Translation and Linguistics.; Computational Linguistics.

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...

Πίνακας περιεχομένων:

• Preface
• 1.Introduction
• Part I Background
• 2.Linguistic and Cognitive Evidence About Anaphora
• 3. Early Approaches to Anaphora Resolution: Theoretically Inspired and Heuristic-Based
• Part II Resources
• 4.Annotated Corpora and Annotation Tools
• 5.Evaluation Metrics
• 6.Evaluation Campaigns
• 7.Preprocessing Technology
• 8.Off-the-shelf Tools
• Part III Algorithms
• 9.The Mention-Pair Model
• 10.Advanced Machine Learning Models for Coreference Resolution
• 11.Integer Linear Programming for Coreference Resolution
• 12.Extracting Anaphoric Agreement Properties from Corpora
• 13.Detecting Non-reference and Non-anaphoricity
• 14.Using Lexical and Encyclopedic Knowledge
• Part IV Applications
• 15.Coreference Applications to Summarization
• 16.Towards a Procedure Model for Developing Anaphora Processing Applications
• Part V Outlook
• 17.Challenges and Directions of Further Research
• Index.