[PDF] Top 20 A Type Driven Tensor Based Semantics for CCG

... One approach is to assume that the meanings of all words are represented by context vectors, and then combine those vectors using some operation, such as vector addition, element-wise multiplica- tion, or tensor ... See full document

... distributional semantics is a subfield of Computational Linguistics which investigates methods for represent- ing the meanings of phrases and sen- ...framework based on Combinatory Categorial Grammar ... See full document

... There are two main jobs of semantic chunking: 1) grouping words as argument candidate and 2) clas- sifying semantic types of possible arguments. Pre- viously proposed shallow parsing only considers syntactic information ... See full document

... dows, 2008), linear maps (Baroni et al., 2014; Co- ecke et al., 2010), tensor decomposition (Van de Cruys et al., 2013), co-composition based on vec- tor space projections (Tsubaki et al., 2013), simul- ... See full document

... models. Tensor- based models differ in that they represent complex words as vectors of a higher order: Baroni and Zamparelli (2010) represents adjectives as matri- ces which, applied to a word vector ... See full document

... is based on the idea of proof-theoretic semantics where the meaning of a sentence is given in terms of inference ...to semantics and natural language inference; we use Combinatory Categorial Grammar ... See full document

... Constraint- Based Lexicalised Grammar (GCBLG) that represents major, common syntactic characteristics of a variety of approaches to formal grammar and natural language processing ...The type-theory of ... See full document

... Graph transformations [Hec06, BH02]is similar to model transformations how- ever as the name suggests, it is based on graphs as first class entities. To use graph transformations in MDE one has to create a ... See full document

... using CCG. CCG has close affinities with dependency grammar, and it provides a competitive and explanatorily adequate basis for a variety of phenomena ranging from coordination and unbounded dependencies to ... See full document

... are based on observed usage in the Annotated Gigaword corpus (Napoles et ...are based on translation probabilities observed in bilingual par- allel ... See full document

... The different electrodes examined in the ferri-cyanide electrolyte were used for methanol oxidation reaction as depicted in Figure 9. Pt electrode has been mentioned in the literature as one of the best surfaces for ... See full document

... lexical CCG categories assigned using the C&C POS tagger and supertagger respectively for development and test ...lexical CCG categories, we use a multitagger which assigns k-best supertags to a word ... See full document

... Scales for natural language semantics are analyzed as moving targets, perpetually under construction and subject to ad- justment. Projections, factorizations and constraints are described on strings of bounded but ... See full document

... We evaluated four different configurations of our technique against two baselines. The first baseline (S1) is based on the regulari- ties in word embeddings, with the vec(king) − vec(man) + vec(woman) = vec(queen) ... See full document

... egorical semantics for linear dependent Type Theory with split contexts as we described in Section ...normal Type Theory for the purposes of reasoning at the type level, and allow unrestricted ... See full document

... A conditional branch operation has similar behaviour as an unconditional branch operation but depends on the result of an evaluation. If the evaluation yields true, control flow is adjusted to the target of the branch ... See full document

... By merging fused multi- task learning that encodes temporal smooth- ing (Zhou et al., 2013) together with AD sensitive mTBM maps of the parametric hippocampus surface (Shi, Thompson, et al. 2013), we were able to get ... See full document

... folding/unfolding based partial evaluation of the predicate will preserve its ...folding/unfolding based partial evaluation can be viewed as algebraic simplification, given the definitions of various ... See full document

... This example exhibits the Subject-Verb-Object construction typical of English. Here we see the verb acting as a function between the subject and object, and uses the following rule: (S \NP)/NP. To evaluate this, a given ... See full document

... (DOM) based fine grained view of hypertext and an enhanced topic distillation algorithm that analyze hyperlinks within pages, trees of markup tags that constitute HTML pages and the ... See full document