By Massimo Poesio,Roland Stuckardt,Yannick Versley
This booklet lays out a course best from the linguistic and cognitive fundamentals, to classical rule-based and computer studying algorithms, to today’s cutting-edge methods, which use complex empirically grounded thoughts, automated wisdom acquisition, and sophisticated linguistic modeling to make a true distinction in real-world functions. Anaphora and coreference answer either check with the method of linking textual words (and, for this reason, the data connected to them) inside in addition to throughout sentence obstacles, and to an analogous discourse referent.
The ebook bargains an outline of contemporary learn advances, targeting sensible, operational methods and their purposes. partially I (Background), it offers a common advent, which succinctly summarizes the linguistic, cognitive, and computational foundations of anaphora processing and the main classical rule- and machine-learning-based anaphora solution algorithms. Acknowledging the valuable significance of shared assets, half II (Resources) covers annotated corpora, formal overview, preprocessing know-how, and off-the-shelf anaphora answer platforms. half III (Algorithms) presents an intensive description of cutting-edge anaphora answer algorithms, masking more advantageous laptop studying equipment in addition to concepts for achieving very important subtasks similar to point out detection and acquisition of suitable wisdom. half IV (Applications) bargains with a range of significant anaphora and coreference answer purposes, discussing specific eventualities in different domain names and distilling a best-practice version for systematically imminent new program instances. within the concluding half V (Outlook), in line with a survey performed one of the contributing authors, the customers of the study box of anaphora processing are mentioned, and promising new parts of interdisciplinary cooperation and rising software eventualities are identified.
Given the book’s layout, it may be used either as an accompanying textual content for complicated lectures in computational linguistics, traditional language engineering, and machine technological know-how, and as a reference paintings for learn and autonomous learn. It addresses an viewers that incorporates educational researchers, college academics, postgraduate scholars, complicated undergraduate scholars, business researchers, and software program engineers.
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Additional resources for Anaphora Resolution: Algorithms, Resources, and Applications (Theory and Applications of Natural Language Processing)
Anaphora Resolution: Algorithms, Resources, and Applications (Theory and Applications of Natural Language Processing) by Massimo Poesio,Roland Stuckardt,Yannick Versley