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.
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