Syntactic Category Learning as Iterative Prototype-Driven Clustering

@inproceedings{Kodner2017SyntacticCL,
  title={Syntactic Category Learning as Iterative Prototype-Driven Clustering},
  author={Jordan Kodner},
  year={2017}
}
We lay out a model for minimally supervised syntactic category acquisition which combines psychologically plausible concepts from standard NLP part-of-speech tagging applications with simple cognitively motivated distributional statistics. The model assumes a small set of seed words (Haghighi and Klein, 2006), an approach with motivation in (Pinker, 1984)’s… CONTINUE READING