Titlebook: Anaphora Resolution; Algorithms, Resource Massimo Poesio,Roland Stuckardt,Yannick Versley Book 2016 Springer-Verlag Berlin Heidelberg 2016

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Advanced Machine Learning Models for Coreference Resolutiondels over the years. In particular, there is a gradual shift from local modelstowards global models,which seek to address the weaknesses of local models by exploiting additional information beyond that of the local context. In this chapter, we will discuss these advanced models for coreference resolution.

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Extracting Anaphoric Agreement Properties from Corporascale machine learning approaches. We describe the drawbacks and advantages of the different algorithms, focusing mostly on English anaphora resolution. We pay special attention to recent methods for extracting agreement information directly from large volumes of raw text.

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Coreference Applications to Summarizatione resolution helps to improve the quality of selected content even if coreference resolution systems are still far from perfect. Both single-document and multi-document summarization branches are discussed. Then we focus on post-processing techniques to improve the referential clarity and coherence of extracted summaries.

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Theorie und Praxis der Diskursforschung results. Conceptually, and from an engineering perspective, the ILP formulation is very simple and it provides system designers with a lot of flexibility in incorporating knowledge. Indeed, this is where we believe future research should focus.

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https://doi.org/10.1007/978-3-030-46870-5ated Corpora and Annotation Tools”) led to the development of the first systems able to operate on a larger scale, and to a widening of the range of anaphoric expressions handled. The fundamental property of these systems was the ability to carry out resolution on the basis of imperfect information

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Early Approaches to Anaphora Resolution: Theoretically Inspired and Heuristic-Basedated Corpora and Annotation Tools”) led to the development of the first systems able to operate on a larger scale, and to a widening of the range of anaphoric expressions handled. The fundamental property of these systems was the ability to carry out resolution on the basis of imperfect information

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