The development of semantic relations in second language speakers: A case for Latent Semantic Analysis

Scott A. Crossley, Tom Salsbury, Danielle McNamara

Research output: Contribution to journalArticle

18 Citations (Scopus)

Abstract

This study explores how a Latent Semantic Analysis (LSA) index provided by Coh-Metrix can be used as a method to examine the development of lexical networks in second language (L2) speakers. Using the LSA index along with an index of lexical development (lexical diversity), a measure of general linguistic development (TOEFL scores) and indices of lexical overlap in a yearlong longitudinal study, this study demonstrates that semantic similarity along with TOEFL and lexical diversity values significantly increase as learners study a second language. Measures of word overlap did not demonstrate significant growth. The findings demonstrate that the LSA value reported by Coh-Metrix can be used to approximate lexical growth and that L2 learners likely begin to develop tighter semantic relations between utterances and words within a short period of time. This finding implies the growth of lexical networks. This study also has important implications for the development of coherent speech patterns in L2 learners.

Original languageEnglish (US)
Pages (from-to)55-74
Number of pages20
JournalVigo International Journal of Applied Linguistics
Volume7
Issue number1
StatePublished - 2010
Externally publishedYes

Fingerprint

semantics
language
value analysis
longitudinal study
Language
Latent Semantic Analysis
Semantic Relations
linguistics
Values
TOEFL
L2 Learners
Lexical Networks
Overlap

Keywords

  • Computational linguistics
  • Corpus linguistics
  • Latent semantic analysis
  • Lexical networks
  • Lexical proficiency
  • MTLD

ASJC Scopus subject areas

  • Language and Linguistics
  • Linguistics and Language

Cite this

The development of semantic relations in second language speakers : A case for Latent Semantic Analysis. / Crossley, Scott A.; Salsbury, Tom; McNamara, Danielle.

In: Vigo International Journal of Applied Linguistics, Vol. 7, No. 1, 2010, p. 55-74.

Research output: Contribution to journalArticle

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