By Massimo Poesio, Roland Stuckardt, Yannick Versley
This e-book lays out a course top from the linguistic and cognitive fundamentals, to classical rule-based and laptop studying algorithms, to today’s cutting-edge methods, which use complex empirically grounded suggestions, computerized wisdom acquisition, and subtle linguistic modeling to make a true distinction in real-world purposes. Anaphora and coreference answer either discuss with the method of linking textual words (and, as a result, the knowledge connected to them) inside in addition to throughout sentence limitations, and to an identical discourse referent.
The e-book bargains an summary of modern learn advances, concentrating on sensible, operational ways and their purposes. partly I (Background), it presents a normal creation, which succinctly summarizes the linguistic, cognitive, and computational foundations of anaphora processing and the major classical rule- and machine-learning-based anaphora solution algorithms. Acknowledging the primary value of shared assets, half II (Resources) covers annotated corpora, formal evaluate, preprocessing expertise, and off-the-shelf anaphora answer structures. half III (Algorithms) offers an intensive description of cutting-edge anaphora answer algorithms, overlaying better desktop studying tools in addition to strategies for achieving vital subtasks similar to point out detection and acquisition of appropriate wisdom. half IV (Applications) offers with a variety of vital anaphora and coreference answer functions, discussing specific eventualities in different domain names and distilling a best-practice version for systematically drawing close new software situations. within the concluding half V (Outlook), in accordance with a survey carried out one of the contributing authors, the customers of the examine box of anaphora processing are mentioned, and promising new parts 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, traditional language engineering, and computing device technological know-how, and as a reference paintings for study and self sustaining research. It addresses an viewers that incorporates educational researchers, collage academics, postgraduate scholars, complicated undergraduate scholars, business researchers, and software program engineers.
Read or Download Anaphora Resolution: Algorithms, Resources, and Applications PDF
Similar ai & machine learning books
This quantity offers entire, self-consistent assurance of 1 method of laptop imaginative and prescient, with many direct or implied hyperlinks to human imaginative and prescient. The e-book is the results of a long time of analysis into the boundaries of human visible functionality and the interactions among the observer and his atmosphere.
This ebook constitutes the completely refereed proceedings of the second one overseas convention on cellular instant MiddleWARE, Mobilware 2009, held in Berlin, Germany, in April 2009. The 29 revised complete papers awarded have been rigorously reviewed and chosen from sixty three contributions. The papers are prepared in topical sections on place and monitoring helps and companies; Location-aware and context-aware cellular help and prone.
The topic subject of this book falls into the overall zone of normal language processing. distinctive emphasis is given to languages that, for numerous purposes, haven't been the topic of analysis during this self-discipline. This e-book might be of curiosity to either desktop scientists who wish to construct language processing platforms and linguists drawn to studying approximately normal language processing.
This ebook explains the right way to construct typical Language iteration (NLG) systems--computer software program structures that immediately generate comprehensible texts in English or different human languages. NLG platforms use wisdom approximately language and the applying area to instantly produce files, stories, motives, support messages, and different kinds of texts.
- Rule Based Expert Systems: The Mycin Experiments of the Stanford Heuristic Programming Project
- Planning and understanding: a computational approach to human reasoning
- Extraction and Representation of Prosody for Speaker, Speech and Language Recognition
- An Introduction to Natural Language Processing Through Prolog
Extra info for Anaphora Resolution: Algorithms, Resources, and Applications
Finally, in associative anaphora, the context-dependent nominal is related to its anchor by a relation such as part-of, as in (16). In these cases, to identify the antecedent a bridging inference is generally required [21, 123, 131]. Linguistic and Cognitive Evidence About Anaphora (13) (14) 31 Sally admired Sue’s jacket, so she got one for Christmas . The man who gave his paycheck to his wife is wiser than the man who gave it to his mistress . (15) No Italian ever believes that the referee treated his team fairly.
Most employees were friendly, but the management was very distant. However, we are not aware of much work on identifying the domain of quantification of a nominal apart from [99, 100]. 2 Types of Context-Dependent Expressions Nominals are not the only expressions whose interpretation is dependent on the linguistic or visual context in the sense above. Other examples include expressions that could be viewed as the analogous for the verbal interpretation domain of pronouns, such as pro-verbs like did in (4a) and ellipsis such as gapping in (4b).
Such models are assumed to encode the results of rich inference and to be more distant from language than the models usually assumed in computational and theoretical linguistics. 5 Statistics About Anaphora from Corpora Statistics from anaphorically annotated corpora can give a rough quantitative indication of the relative importance of different types of nominal anaphoric phenomena. Kabadjov  reports several statistics about the relative frequency of different types of nominals in the GNOME corpus and the Vieira-Poesio corpus.