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

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发表于 2025-3-21 16:50:56 | 显示全部楼层 |阅读模式
期刊全称Anaphora Resolution
期刊简称Algorithms, Resource
影响因子2023Massimo Poesio,Roland Stuckardt,Yannick Versley
视频video
发行地址Surveys the recent advances in research on practical, operational anaphora resolution and its applications.Offers an overview of recent research advances.Includes a comprehensive introduction to the f
学科分类Theory and Applications of Natural Language Processing
图书封面Titlebook: Anaphora Resolution; Algorithms, Resource Massimo Poesio,Roland Stuckardt,Yannick Versley Book 2016 Springer-Verlag Berlin Heidelberg 2016
影响因子.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 ofshared 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
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发表于 2025-3-22 03:34:30 | 显示全部楼层
https://doi.org/10.1057/9781403980564art systems that are purely based on machine learning. We finish the chapter by outlining a checklist-based approach on choosing, integrating and adapting a coreference system for a putative new application context.
发表于 2025-3-22 08:05:49 | 显示全部楼层
Monika Jäckle,Sandra Eck,Kyra Schneiderdels 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.
发表于 2025-3-22 10:15:22 | 显示全部楼层
Problemstellung und Forschungsperspektive,scale 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.
发表于 2025-3-22 13:45:46 | 显示全部楼层
https://doi.org/10.1007/978-3-531-91200-4e 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.
发表于 2025-3-22 18:33:21 | 显示全部楼层
2192-032X arch advances.Includes a comprehensive introduction to the f.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 know
发表于 2025-3-22 22:07:43 | 显示全部楼层
https://doi.org/10.1057/9781403980564tic representation of a document to be analyzed. This chapter focuses on the preprocessing technology, taking into consideration a variety of external tools needed to create such representations, and shows how to combine them in a ., in order to extract mentions of entities in a given document, describing their linguistic properties.
发表于 2025-3-23 03:42:43 | 显示全部楼层
https://doi.org/10.1007/978-3-531-91200-4however, the question of semantic constraints and preferences and its operationalization in a system that performs anaphora resolution, is more complex and a larger variety of solutions can be found in practice.
发表于 2025-3-23 06:16:21 | 显示全部楼层
Preprocessing Technologytic representation of a document to be analyzed. This chapter focuses on the preprocessing technology, taking into consideration a variety of external tools needed to create such representations, and shows how to combine them in a ., in order to extract mentions of entities in a given document, describing their linguistic properties.
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