Linguistic Structure as Composition and Perturbation

Details Linguistic Structure as Composition and Perturbation Linguistic Structure as Composition and Perturbation

1996-06-21

arxiv.org/abs/cmp-lg/9606027v1

Computer Science

Computation and Language

7 pages

Scientific paper

This paper discusses the problem of learning language from unprocessed text and speech signals, concentrating on the problem of learning a lexicon. In particular, it argues for a representation of language in which linguistic parameters like words are built by perturbing a composition of existing parameters. The power of this representation is demonstrated by several examples in text segmentation and compression, acquisition of a lexicon from raw speech, and the acquisition of mappings between text and artificial representations of meaning.

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