Latent Semantic Analysis Parameters for Essay Evaluation using Small-Scale Corpora

  title={Latent Semantic Analysis Parameters for Essay Evaluation using Small-Scale Corpora},
  author={Guillermo Jorge-Botana and Jos{\'e} Antonio Le{\'o}n and Ricardo Olmos and Inmaculada Escudero},
  journal={Journal of Quantitative Linguistics},
Some previous studies (e.g. that carried out by Van Bruggen et al. in 2004) have pointed to a need for additional research in order to firmly establish the usefulness of LSA (latent semantic analysis) parameters for automatic evaluation of academic essays. The extreme variability in approaches to this technique makes it difficult to identify the most efficient parameters and the optimum combination. With this goal in mind, we conducted a high spectrum study to investigate the efficiency of some… CONTINUE READING
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