[PDF] Top 20 Structure Sharing in Lexical Representation

... All of our lexical rules, including both inflectional rules, such as the lexical rule which makes plural nouns from singular nouns, and derivational rules, such as the nominalization rul[r] ... See full document

... 1. Parameter explosion when mapping a view with lexical properties to its representation vec- tor (as will be discussed in 4.3): Our factoriza- tion allows the model to treat word embeddings as inputs to ... See full document

... This sharing of hi- erarchical features suggest ways to deal with the complexity issues but, to the best of our knowledge, there have been no complexity studies of these classes of ...known structure of ... See full document

... Decomposing decoding into these three steps reduces the complexity of generating logical forms since the model does not have to predict deeply nested structures, their variables, and pred- icates all at once. Moreover, ... See full document

... morphological structure. An unseen word’s representation is induced by combining the informa- tion for its subword units; for instance, by averaging the vector representations of its constituent character ... See full document

... As reported in Figure 3, temporal maps show a tendency to recall word forms better than spatio-temporal maps, since the former have a stronger bias towards dedicated memory chains. The marginally significant advantage in ... See full document

... provide lexical items in one language with counterparts in another language that are similar in meaning and ...bilingual lexical resources to integrate semantic resources is not new, as demonstrated by ... See full document

... If the original Boyer-Moore scheme were used directly, the environment for a derived instance would consist of pointers to left and right parent instances, as well as a list of the updat[r] ... See full document

... The synonym database contains, for each entry word, a list of its synonyms, each indexed by the number of cliques it contains and a list of cliques that contain the entry word. The databases are complete for English and ... See full document

... it is possible to represent the lexical aspect both of verbs alone and in sentential contexts using Lexical Conceptual Structure LCS representations of verbs in the classes cataloged by [r] ... See full document

... richer structure. Such a model naturally allows the word representation to allocate additional capacity for highly polysemous words, with the number of clusters growing loga- rithmically with the number of ... See full document

... of lexical in- formation, we equip the transformer with non- lexical shortcuts connecting each layer n to layer n − 2, ...to lexical shortcuts, whereas lex- ical accessibility is disabled, allowing ... See full document

... It is not altered w h e n local inheritance descriptors are followed it "remembers" where we started from, but w h e n a global descriptor is encountered, it is the global context that i[r] ... See full document

... We present in this section the theoretical information about LFs and related work, as follows: In Sec- tion 2.1, we give the definition of collocation adopted in this paper. Section 2.2 explains LFs and gives some ... See full document

... Because of our language-independent core generator the adaptation of the generation component to this semantic representation decreased to the adaptation of the structural and lexical kn[r] ... See full document

... In terms of the trees that we have constructed for the example in Figure 3, this involves adding one new cell to the copied structure to hold the value fem, and changing the content of c[r] ... See full document

... Acquisition and production make the notion of lexical accumulation complete: the former is to obtain lexical data of almost the same linguistic structure as the source, the latter is to [r] ... See full document

... the representation of the event at the macro-structural level, emphasizing the presentation of the articles, content and lexicalization and the sequence of quotations as well as the micro- structural level which ... See full document

... these lexical resources give no indication of which value to pick at what ...The representation of the sentiment knowledge in the Conceptual Spaces of distributional Semantics is termed ... See full document

... supported, Hillary, and opposed, R-relations iii and v, and Axiom I, we can derive mean- ings for Bill supported and Hillary opposed in the fashion described in Section 3:.. We combine t[r] ... See full document