[PDF] Top 20 Using Lexical and Relational Similarity to Classify Semantic Relations
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Using Lexical and Relational Similarity to Classify Semantic Relations
... In NLP, there has not been widespread use of set representations for data items, and hence set classification techniques have received little at- tention. Notable exceptions include Rosario and Hearst (2005) and Bunescu ... See full document
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Multi Label Transfer Learning for Multi Relational Semantic Similarity
... SICK (Marelli et al., 2014b,a): the Sentences Involving Compositional Knowledge benchmark, which includes a large number of sentence pairs that are rich in the lexical, syntactic and semantic phenomena. ... See full document
7
The Impact of Selectional Preference Agreement on Semantic Relational Similarity
... inducing semantic classes as ...syntactic relations such as verb-object, noun modifier, coordination, and preposition (Baroni and Lenci, 2010; Widdows and Dorow, ...induce semantic classes ... See full document
11
Combining Relational and Attributional Similarity for Semantic Relation Classification
... recognize semantic relations in text could potentially help many NLP applica- ...a relational search engine that can serve queries such as “find all X such that X causes wrinkles”, asking for all ... See full document
8
Semantic Based Document Clustering Using Lexical Chains
... the similarity sense from ...WordNet lexical Database. WordNet is used to identify the relations among the ...meronym relations to compute the ...of lexical chains, each of which ... See full document
7
A Web Search Engine Application to Compare Semantic Equivalence between Two Words
... measure semantic similarity between a given pair of words is contained in the top-ranking ...and lexical syntactic patterns extracted from snippets that we show experimentally to overcome the above ... See full document
6
Extracting semantic relations from Portuguese corpora using lexical-syntactic patterns
... context, lexical semantic resources, specifically ontological or concept-based relational ones, play a crucial role and their development constitutes a major concern for researchers in the fields of ... See full document
5
SemSim: Resources for Normalized Semantic Similarity Computation Using Lexical Networks
... (1) using H = 1 are presented in Table ...emphasized using bold fonts denote (lexicalized) senses of the respective reference ...taxonomic relations are encoded within the neighborhoods, ...engine). ... See full document
6
Multi Relational Latent Semantic Analysis
... Latent Semantic Analysis (MRLSA) which generalizes La- tent Semantic Analysis (LSA) for lexical seman- ...word relations by leveraging a 3-way tensor, where each slice cap- tures one ... See full document
11
Accuracy and robustness in measuring the lexical similarity of semantic role fillers for automatic semantic MT evaluation
... syntactic relations were also identified, by defining the relation as the cooccurence in a relatively shorter window of 5 words, as in the work of Smadja (1993) and Dagan et ... See full document
8
Using a Weighted Semantic Network for Lexical Semantic Relatedness
... based semantic similarity in general must still be ...same semantic relatedness. For example, a take out will have the same semantic relatedness to its sister terms impulse-buy and buy out by ... See full document
9
Path based vs Distributional Information in Recognizing Lexical Semantic Relations
... hypernymy relations, it seems straightforward to extend it to classify term-pairs simultaneously to multiple semantic relations, as we describe ... See full document
6
Similarity of Semantic Relations
... specific document discussing “John Smith” and “Hardcom Corporation”, we could con- struct a vector representing the relation between these two entities, and then measure the relational similarity between ... See full document
39
A Relational Model of Semantic Similarity between Words using Automatically Extracted Lexical Pattern Clusters from the Web
... Semantic similarity is a central concept that extends across numerous fields such as artificial intelligence, natural language processing, cognitive science and psychol- ...of semantic ... See full document
10
Measuring Semantic Similarity by Latent Relational Analysis
... of semantic relations [Nastase and Szpakowicz, ...of semantic relations include cause ...of relations, causal relations, temporal relations, spatial relations, par- ... See full document
6
Similarity of Semantic Relations
... of similarity. Relational similarity is correspondence between re- lations, in contrast with attributional similarity, which is correspondence between ...attributional similarity, we ... See full document
38
Remarks on Processing, Constraints, and the Lexicon
... passive .are tr~nsformatlonally derived, if lexical redundancy rules arb "relational", i n the sense that they are formulated in terms of grammatical relations such as subject and object[r] ... See full document
5
A Survey of Text Similarity Approaches
... explicit semantic analysis (CL- ESA) [18] is a multilingual generalization of ...cosine similarity between the corresponding vector ...the similarity between pairs of words, it uses AltaVista's ... See full document
6
Selecting Sentences for Answering Complex Questions
... Researchers all over the world working on query- based summarization are trying different direc- tions to see which methods provide the best re- sults. The LexRank method addressed in (Erkan and Radev, 2004) was very ... See full document
10
Semantic Relatedness Measures in E learning: A study
... semantic similarity, it is not so. Semantic relatedness stands in general for the relatedness of concepts, unlike similarity that scores the likeness of the ...Sematic similarity can be ... See full document
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