Semantic Abstracta and the Relations Thesis
Similarity of Semantic Relations
... the semantic content of a vector is distributed over the whole vector; it is not concentrated in a few ...the semantic content is in the N largest elements of r, then setting the remaining elements to zero ...
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Ontologizing Semantic Relations
... requires large human effort during the training phase. Others have also made significant additions to WordNet. For example, in eXtended WordNet (Harabagiu et al. 1999), the glosses in WordNet are enriched by ...
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Similarity of Semantic Relations
... Lin’s thesaurus was generated by parsing a corpus of about English words, consisting of text from the Wall Street Journal, San Jose Mercury, and AP Newswire (Lin, 1998a). The parser was used to extract pairs of words and ...
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A Model for Composing Semantic Relations
... detect semantic relations without taking into account composition of ...the relations found in ...input relations found in text and output more relations previously ...
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Learning Analogies and Semantic Relations
... particular semantic relations, such as part_of (Berland and Charniak, 1999) or type_of (Hearst, ...noun-modifier relations, but, in principle, this could work the other way around; an algorithm for ...
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Semantic Relations and Information Discovery
... of semantic relations between terms is essential in information retrieval ...tic relations is a core issue in applying mathematical tools to ...
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Quantitatively Detecting Semantic Relations
... the semantic similarity is to be calculated are represented as vectors in a multi-dimensional feature ...dependency relations of a particu- lar ...dependency relations that the word occurs in ...
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Exploring the Relationship between Semantic Spaces and Semantic Relations
... of semantic relation to different uses of context for computing word ...A semantic relation between two words is syntagmatic if they cooccur more often than would be expected by chance, and a ...
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Abstracta and Possibilia: Modal Foundations of Mathematical Platonism
... i.e. abstracta – by con- trast to ranging unrestrictedly over all modal objects, including the contingently non-concrete entities induced via the Barcan formula – ...Necessitist thesis can be valid even in ...
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Embedding Semantic Relations into Word Representations
... for semantic relations is important for various tasks such as analogy de- tection, relational search, and relation classifica- ...the semantic relations between words re- mains under ...the ...
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Composition of Semantic Relations: Model and Applications
... bining semantic relations extracted from text to reveal even more semantics that otherwise would be ...these relations from noun phrases and verb argument ...of semantic relations to ...
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Constructible Representations for Two Semantic Relations
... Efficiency, however, is the worst possible because the class of structures is fully general, and the judgements obtained for the compatibility of the current sense with so[r] ...
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‘Deep’ Grammatical Relations for Semantic Interpretation
... stochastic semantic role labeller than using surface information ...deep relations, con- structed in a purely compositional ...the semantic interpretation system underlying our domain-independent ...
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Classification of Semantic Relations by Humans and Machines
... recognizing semantic relations; and that using some form of syntactic analysis may be beneficial ...that semantic overlap at the word and phrase levels may provide a good basis for deciding the ...
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Non Classical Lexical Semantic Relations
... 12. Synonymy (relaxed / at ease). 13. Antonymy (died / born). The data show that while individual differences occur (Morris and Hirst, 2004), the readers in the study identi- fied a common core of groups of related words ...
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Barrier Features for Classification of Semantic Relations
... Approaches based on machine learning, such as Support Vector Machines, are of- ten used to classify semantic relations be- tween entities. In such framework, classi- fication accuracy strongly depends on ...
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Classifying Semantic Relations in Bioscience Texts
... 1 Introduction The biosciences literature is rich, complex and continually growing. The National Library of Medicine’s MEDLINE database 1 contains bibli- ographic citations and abstracts from more than 4,600 biomedical ...
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Exploring Vector Spaces for Semantic Relations
... specific semantic contents such as relational similarities or specific ...scale semantic relation classification experiment, and show that it is possible to achieve improvements compared to baselines and ...
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Modeling Semantic Relations Expressed by Prepositions
... ing semantic relations expressed by preposi- tions and develops statistical learning models for predicting the relations, their arguments and the semantic types of the ...32 relations, ...
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Registers in the System of Semantic Relations in plWordNet
... of semantic rela- tions and synsets in a wordnet is directly derived from the linguistic lexico-semantic relations and from language ...lexico-semantic relations between LUs which can ...
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