[PDF] Top 20 Semantic Framework for Comparison Structures in Natural Language

... Predicates: Table 1 lists all the predicate oper- ators under our framework. As the table shows, there are four main types of predicates: compara- tives, extremes, bases, and measurements. Most of these types can ... See full document

... to natural language understanding utilize intermediate logical forms that are inter- pretable to varying ...approaches, semantic parsers first convert a sequence into a meaning representa- tion that ... See full document

... For this purpose, we propose a new framework for the semantic interpretation of words in the PBF diagrams by using not only the pattern layout information but also the natural language i[r] ... See full document

... novel semantic frame em- bedding method by simultaneously executing the raw text to vector and structured text to vector method in a single framework to learn semantic representations more ...this ... See full document

... domain-independent semantic information via the intermediate ...non-isomorphic structures in the current model, it is possible to perform local structure matching, ...between natural language ... See full document

... word, semantic web research trying to relate information access problems: establishing the system to help the user location, proofreading, comparison, the control ...everyday language to access ... See full document

... in natural language can, it is believed, overcome these hurdles [13], yet computers are good at processing structured data but much less effective in handling natural language that is ... See full document

... TokenEmbedder: This abstraction takes in- put arrays generated by e.g. a TextField and returns a sequence of vector embeddings. Through the use of polymorphism and AllenNLP’s exper- iment framework (see Section ... See full document

... Grammatical Framework (GF) (Ranta, ...a semantic interlingua, and concrete syntaxes, representing linearizations in various target languages, natural or ... See full document

... ISO semantic roles project follows a design strategy for semantic annotation projects that in- cludes (a) the design of a conceptual model which contains the key concepts involved in the kind of ... See full document

... written language pro- cessing, ...erarchical structures as well as the texts on them are fixed and unique to each document (here a lec- ture) and knowledge is little generalizable across different ... See full document

... solution sequences, modifiers and aggregates that are to be applied to the result of the previous two sections of the query. Let Var be the set of all variables that can be used in a SPARQL query. In addition, let R be ... See full document

... for natural language metadata understanding using a synthetic ...of semantic matching [31], which is a technique used to identify semantically related information by establishing a set of correspon- ... See full document

... as Semantic Web, Linked Data and Natural Language ...data, language analytics, ...Social Semantic Journalism framework is an opportunity to demonstrate the viability of these ... See full document

... Several parsers for AMR have been recently de- veloped (Flanigan et al., 2014; Wang et al., 2015a; Peng et al., 2015; Pust et al., 2015; Goodman et al., 2016; Rao et al., 2015; Vanderwende et al., 2015; Artzi et al., ... See full document

... converting natural language to formal language are ...by semantic IR, thus improving the system ...purely semantic search, performing at least as well as syntactic search and improving ... See full document

... It is commonly observed that word meanings vary substantially across textual domains, so that an appropriate sense inventory for one domain may be inappropriate or insufficient for another (Gale et al., 1992). This ... See full document

... and the answer is a phrase from the original sen- tence. This approach guides annotators to quickly construct high quality questions within a very large space of possibilities. Given a corpus of QA- SRL annotated ... See full document

... Lange et al. (2010) parsed the Wikipedia run- ning text to extract data and populate the article’s infoboxes. Their strategy is more complex than the one described in this paper since they han- dled more than 3,000 ... See full document

... Entailment relations. We employ an inventory of seven mutually exclusive basic entailment rela- tions, defined by analogy with set relations: equiv- alence (couch = sofa); forward entailment (crow @ bird) and its ... See full document