We introduce Incremental Semantic Analysis, a fully incremental word space model and we test it on longitudinal child-directed speech data. On this task, our model outperforms the related Random Indexing algorithm, as well as a SVD-based technique.
ISA meets Lara: An incremental word space model for cognitively plausible simulations of semantic learning
LENCI, ALESSANDRO;
2007-01-01
Abstract
We introduce Incremental Semantic Analysis, a fully incremental word space model and we test it on longitudinal child-directed speech data. On this task, our model outperforms the related Random Indexing algorithm, as well as a SVD-based technique.File in questo prodotto:
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