Who Cited It

Semantic Similarity in a Taxonomy: An Information-Based Measure and its Application to Problems of Ambiguity in Natural Language

1999 · Journal of Artificial Intelligence Research · 2,094 citations · 3 from inside this corpus

Philip Resnik

This article presents a measure of semantic similarity in an IS-A taxonomy based on the notion of shared information content. Experimental evaluation against a benchmark set of human similarity judgments demonstrates that the measure performs better than the traditional edge-counting approach. The article presents algorithms that take advantage of taxonomic similarity in resolving syntactic and semantic ambiguity, along with experimental results demonstrating their effectiveness.

Semantic Similarity in a Taxonomy: An Information-Based Measure and its Application to Pr… (1999)Semantic Similarity in a Taxo…WordNet: An electronic lexical database . Ed. by Christiane Fellbaum. Cambridge, MA: MIT … (2000)WordNet: An electronic lexica…A spreading-activation theory of semantic processing. (1975)A spreading-activation theory…Building a Large Annotated Corpus of English: The Penn Treebank (1993)Building a Large Annotated Co…Introduction to WordNet: An On-line Lexical Database * (1990)Introduction to WordNet: An O…An Information-Theoretic Definition of Similarity (1998)An Information-Theoretic Defi…Verbs semantics and lexical selection (1994)Verbs semantics and lexical s…Class-based n -gram models of natural language (1992)Class-based n -gram models of…Development and application of a metric on semantic nets (1989)Development and application o…Automatic sense disambiguation using machine readable dictionaries (1986)Automatic sense disambiguatio…Using Information Content to Evaluate Semantic Similarity in a Taxonomy (1995)Using Information Content to …Estimation of probabilities from sparse data for the language model component of a speech… (1987)Estimation of probabilities f…Automatic text processing (1988)Automatic text processingMathematical Foundations of Information Theory. (1959)Mathematical Foundations of I…Contextual correlates of synonymy (1965)Contextual correlates of syno…Computing semantic relatedness using Wikipedia-based explicit semantic analysis (2007)Computing semantic relatednes…Cheap and fast---but is it good? (2008)Cheap and fast---but is it go…Personality, Gender, and Age in the Language of Social Media: The Open-Vocabulary Approach (2013)Personality, Gender, and Age …
17 of 17 neighbouring works in this corpus. Blue is what this paper cites; orange is what cites it, and a dashed line is one neighbour citing another. Only the largest labels are drawn — every node carries its full title on hover.
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What this paper cites, inside the corpus

PaperYearCited
WordNet: An electronic lexical database . Ed. by Christiane Fellbaum. Cambridge, MA: MIT …200011,687
A spreading-activation theory of semantic processing.19758,166
Building a Large Annotated Corpus of English: The Penn Treebank19937,538
Introduction to WordNet: An On-line Lexical Database *19904,213
An Information-Theoretic Definition of Similarity19983,673
Verbs semantics and lexical selection19943,120
Class-based n -gram models of natural language19922,894
Development and application of a metric on semantic nets19891,825
Automatic sense disambiguation using machine readable dictionaries19861,777
Using Information Content to Evaluate Semantic Similarity in a Taxonomy19951,766
Estimation of probabilities from sparse data for the language model component of a speech…19871,657
Automatic text processing19881,583
Mathematical Foundations of Information Theory.19591,488
Contextual correlates of synonymy19651,450

What cites it, inside the corpus

PaperYearCited
Computing semantic relatedness using Wikipedia-based explicit semantic analysis20071,988
Cheap and fast---but is it good?20081,928
Personality, Gender, and Age in the Language of Social Media: The Open-Vocabulary Approach20131,753

Links

DOI · Open access copy · OpenAlex record

Topics

Natural Language Processing TechniquesComputer Science
Topic ModelingComputer Science
Semantic Web and OntologiesComputer Science

Is this record sound?

complete

Nothing in this record contradicts itself and no field we check is missing.

  • supports1 author record(s) attached.
  • supports98 reference(s) recorded.
  • neutralThe DOI carries no year to check against.
  • supportsA title is present.

Provenance

Everything above was read from one stored OpenAlex payload, fetched 2026-09-04T03:58:51+00:00.

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