Using WordNet-based Context Vectors to Estimate the Semantic Relatedness of Concepts

By Siddharth Patwardhan, Ted Pedersen. 2006

444 citations recorded by the source corpus.

View Paper: https://www.semanticscholar.org/paper/0f10c6f57e7b640a2e89e94b5ca7d2b0d46d3925

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Citations in the corpus

Embeddings for Word Sense Disambiguation: An Evaluation Study (2016, methodology): “These methods are able to obtain wide coverage and good performance using structured knowledge, rivaling supervised meth-ods (Patwardhan and Pedersen, 2006; Mohammad and Hirst, 2006; Agirre et al., 2010; Guo and Diab, 2010; Ponzetto and Navigli, 2010; Miller et al., 2012; Agirre et al., 2014; Moro…”
Measures of semantic similarity and relatedness in the biomedical domain (2007, background): “Patwardhan [ 6 ,38] developed a measure of semantic relatedness that represents a concept as a Context Vector.”
A New Set of Norms for Semantic Relatedness Measures (2013, methodology): “…WordNet-based measures from Table 2 that are regarded in the literature as relatedness measures (Banerjee and Pedersen, 2003; Hirst and St-Onge, 1998; Patwardhan and Pedersen, 2006) 5Results based on standard implementations in the WordNet::Similarity Perl module of Pedersen et al. (2004) (v2.”
Ontology-based semantic similarity: A new feature-based approach (2012, unknown): “77 Patwardhan and Pedersen (2006)”
Offspring from Reproduction Problems: What Replication Failure Teaches Us (2013, background): “02 and Word-Net 2.1 (Patwardhan and Pedersen, 2006) and WordNet::Similarity-2.”
From Frequency to Meaning: Vector Space Models of Semantics (2010, methodology): “Word sense disambiguation: A typical Word Sense Disambiguation (WSD) system (Agirre & Edmonds, 2006; Pedersen, 2006) uses a feature vector representation in which each vector corresponds to a token of a word, not a type (see Section 2.6). However, Leacock, Towell, and Voorhees (1993) used a word–con”
AnalogySpace: Reducing the Dimensionality of Common Sense Knowledge (2008, methodology): “An approach used by Patwardhan & Pedersen (2006) is to replace the documents in LSA with sentences.”