[PDF] Top 20 A Model for Composing Semantic Relations
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A Model for Composing Semantic Relations
... chosen relations, it will describe the characteristics of events (who/when/where/how something happened), which elements were involved, connections be- tween events ... See full document
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Similarity of Semantic Relations
... their relations are ...Space Model (VSM) of information retrieval has been adapted to measuring relational similarity, achieving a score of 47% on a collection of 374 college-level multiple-choice word ... See full document
38
A generative model for unsupervised discovery of relations and argument classes from clinical texts
... discovering relations between medical entities in clinical texts uses a clustering ap- proach, ...of semantic classes specific to the ...While relations may ex- ist between distant entities in text, ... See full document
10
Embedding Semantic Relations into Word Representations
... skip-gram model [Mikolov et ...bag-of-words model (CBOW) pre- dicts a word x conditioned on all the words c that appear in x’s local context [Mikolov et ... See full document
7
Registers in the System of Semantic Relations in plWordNet
... wordnet model follows the minimal com- mitment ...of semantic rela- tions and synsets in a wordnet is directly derived from the linguistic lexico-semantic relations and from language ... See full document
8
Stochastic Discourse Modeling in Spoken Dialogue Systems Using Semantic Dependency Graphs
... the semantic object from the user’s ...for semantic understanding is ...with semantic interpretation will be the most important topic with respect to the methods used to control the dialogue with the ... See full document
8
Similarity of Semantic Relations
... their relations are anal- ...Space Model (VSM) of informa- tion retrieval has been adapted to measuring relational similarity, achieving a score of 47% on a collection of 374 college-level multiple-choice ... See full document
39
Unsupervised Relation Discovery with Sense Disambiguation
... topic model to partition entity pairs associated with patterns into sense clusters using local and global ...into semantic relations using hierarchical agglomerative ...latent-variable model, ... See full document
9
A Study of Thematic Relations in Joseph Conrad's short story "The Nigger of the Narcissus"
... like relations that play an essential role in determining syntactic and semantic relations in all languages ...the model of case grammar by Fillmore , primarily , was a reaction against the ... See full document
27
Discriminating between Lexico Semantic Relations with the Specialization Tensor Model
... lexico-semantic relations (synonymy, antonymy, hypernymy, and ...Tensor Model (STM) simulta- neously produces multiple different special- izations of input distributional word vectors, tailored for ... See full document
7
Modern Natural Language Interfaces to Databases: Composing Statistical Parsing with Semantic Tractability
... We consider two methods of resolving this quandary and assess their performance individually and in concert on the ATIS data set. First, we use a strong semantic model to correct parsing errors. We ... See full document
7
Unsupervised Learning of Semantic Relation Composition
... It is important to note that domain and range re- strictions are not sufficient to identify inference ax- ioms; they only filter out pairs of not compatible re- lations. The algebra to compose primitives is used to ... See full document
10
Learning Analogies and Semantic Relations
... Space Model (VSM) of information retrieval, that can solve verbal analogy questions of the kind found in the Scholastic Aptitude Test ...determining semantic relations in noun-modifier ...the ... See full document
28
Exploring the Relationship between Semantic Spaces and Semantic Relations
... a semantic space model (Landauer et ...words. Semantic space models are computationally effi- cient as a way of representing meanings of words, because they take much less time and less effort to ... See full document
6
Reasoning over Spatial Orientation Relations Using Rules
... SOWL model proposed in [1, ...directional relations in the CHOROS system [4] (Pellet-Spatial supports only topological ...orientation relations which typ- ically appear in natural language scene ... See full document
13
Mining Inter Entity Semantic Relations Using Improved Transductive Learning
... Almost all work above falls into the realm of “inductive learning”, in the sense that a “model” is first induced from the labeled (training) data and then used to predict unseen data. The beauty of this approach is ... See full document
12
Development of a conceptual structure for a domain-specific corpus
... linguistic model and a knowledge model that consists of three layers: ontology, qualitative and quantitative ...and semantic relations. Both elements, the lexicon and semantic ... See full document
8
Composing and Updating Verb Argument Expectations: A Distributional Semantic Model
... addressed semantic issues related to the representation of the content of single ...distributional semantic representations of complex expressions ...by composing the distributional representations ... See full document
9
Composition of Semantic Relations: Model and Applications
... The SP first uses a combination of state-of-the- art text processing tools, namely, part-of-speech tagging, named entity recognition, syntactic pars- ing and word sense disambiguation. After a can- didate syntactic ... See full document
9
Semantic Modelling of Adjective Noun Collocations Using FrameNet
... the relations between the base and its ...French semantic derivations and collo- cations (Polguere, 2000), and have also been im- plemented in the Spanish online dictionary of col- locations (DiCE) that ... See full document
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