By Massimo Poesio,Roland Stuckardt,Yannick Versley
This booklet lays out a course prime from the linguistic and cognitive fundamentals, to classical rule-based and desktop studying algorithms, to today’s cutting-edge techniques, which use complex empirically grounded suggestions, automated wisdom acquisition, and subtle linguistic modeling to make a true distinction in real-world purposes. Anaphora and coreference solution either seek advice from the method of linking textual words (and, for this reason, the knowledge connected to them) inside of in addition to throughout sentence barriers, and to a similar discourse referent.
The ebook deals an outline of modern learn advances, targeting useful, operational ways and their functions. partly I (Background), it presents a common creation, which succinctly summarizes the linguistic, cognitive, and computational foundations of anaphora processing and the most important classical rule- and machine-learning-based anaphora answer algorithms. Acknowledging the valuable value of shared assets, half II (Resources) covers annotated corpora, formal assessment, preprocessing know-how, and off-the-shelf anaphora solution platforms. half III (Algorithms) presents a radical description of state of the art anaphora answer algorithms, masking more suitable laptop studying tools in addition to recommendations for attaining very important subtasks comparable to point out detection and acquisition of correct wisdom. half IV (Applications) offers with a range of vital anaphora and coreference solution functions, discussing specific eventualities in assorted domain names and distilling a best-practice version for systematically forthcoming new software circumstances. within the concluding half V (Outlook), in response to a survey performed one of the contributing authors, the customers of the study box of anaphora processing are mentioned, and promising new components of interdisciplinary cooperation and rising program eventualities are identified.
Given the book’s layout, it may be used either as an accompanying textual content for complex lectures in computational linguistics, average language engineering, and laptop technology, and as a reference paintings for examine and self reliant research. It addresses an viewers that incorporates educational researchers, collage teachers, postgraduate scholars, complicated undergraduate scholars, commercial researchers, and software program engineers.
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Extra info 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