[PDF] Top 20 Improved Semantic Representation for Domain Specific Entities

... dings with the help of knowledge derived from other resources (Yu and Dredze, 2014; Bian et al., 2014; Faruqui et al., 2015) or by including arbi- trary contexts in the training process (Levy and Goldberg, 2014). ... See full document

... Terms are linguistic representations of domain specific concepts to encode our special knowl- edge about a subject field. Emerging pattern (EP) (Dong and Li, 1999) presents a similar idea to corpus ... See full document

... data. Semantic web technologies and standards in particular offer by virtue of their well-defined semantics and broad applic- ability potent means for the computational integration and analysis of biomedical data ... See full document

... by semantic concept via derived discourse representation structures in con- junction with general and domain-specific entity ...to domain adaptation, Gen- Next’s hybrid approach ... See full document

... be improved by linking semantics more directly with syntax, as theorized by Construction Grammar (CxG) (Fillmore ...the semantic label of words, as is done in SRL and in many traditional theories in ... See full document

... one- semantic-class-per-discourse heuristic, shown as XCat+OSCPD ...consistently improved perfor- mance until the last few iterations when its perfor- mance ... See full document

... mapping the elements of the language into a domain of independent entities endowed with their own properties. Hence, take a set of sentences in some particular language; the ‘interpretative mapping’, on ... See full document

... the semantic ori- entation of a given word or ...the semantic orientation of a word is cal- culated from the distance to a positive seed (“good”) and a negative seed ...textual representation is ... See full document

... behind Semantic Web is to provide meaning of resources, as defined in the Knowledge Representation domain, "knowledge is descriptive and can be expressed in a declarative form" ...gives ... See full document

... to the UML infrastructure has been proposed. The metamodel MOF (Meta-Object Facility) has been introduced (Baclawski et. al., 2001, Baclawski, Kokar & Aronson, 2001). The architecture followed by this meta- metamodel ... See full document

... Lingjia Deng, Janyce Wiebe, and Yoon- jung Choi. 2014. Joint inference and disambiguation of implicit sentiments via implicature constraints. In COLING. Dengyong Zhou, Olivier Bousquet, Thomas Navin Lal, Jason Weston, ... See full document

... the semantic association paths between person ‘X’ and person ‘ Y ’ ...ate entities, the results may be too large depending on the size of the RDF graph and most of the relationships may be irrelevant to the ... See full document

... Implicit entities may be either empty syntactic constituents in sentence fragments or unfilled semantic roles associated with domain-specific verb decompo~'Jitions, in this way the task [r] ... See full document

... of semantic relation is ...two semantic lexicons represent the word meaning ingrediente as a synset and a SemU without hyponyms, at the same level with other substances such as cibo (food), insetticida ... See full document

... The semantic representation of spatial configurations a conceptual motivation for generation in Machine Translation The semantic representation of spatial configurations a conceptual motivation for ge[.] ... See full document

... With the capabilities described in Sections 3.1 and 3.2, MBSE and S1000D-based MBD can partially address Problems 1, 2 and 4. With respect to Problem 1, both the MBSE implementation using SysML and the S1000D ... See full document

... language representation models have achieved promising results and worked as a routine component in many NLP tasks, they neglect to incorporate knowledge in- formation for language ...language ... See full document

... Three fundamental principles of the technique are its use of domain-specific semantic and linguistic knowledge, its use of macro-level semantic and linguistic constructs such as whole me[r] ... See full document

... Rossylna O. V. Legal regulation of representation of foreign business entities. This article is devoted to the legal regulation of foreign business entities. The aim of the research is to analyze the ... See full document

... In this paper, we compared the automatic extraction of 14 obesity comorbidities using MetaMap and cTAKES. Automatic extraction was compared to manual annota- tion by experts. The result of the experiments we con- ducted ... See full document