Learning word clusters from data types

  • Authors:
  • Paolo Allegrini;Simonetta Montemagni;Vito Pirrelli

  • Affiliations:
  • Istituto di Linguistica Computazionale - CNR, Pisa, Italy;Istituto di Linguistica Computazionale - CNR, Pisa, Italy;Istituto di Linguistica Computazionale - CNR, Pisa, Italy

  • Venue:
  • COLING '00 Proceedings of the 18th conference on Computational linguistics - Volume 1
  • Year:
  • 2000

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Abstract

The paper illustrates a linguistic knowledge acquisition model making use of data types, infinite memory, and an inferential mechanism for inducing new information from known data. The model is compared with standard stochastic methods applied to data tokens, and tested on a task of lexico-semantic classification.