Training connectionist models for the structured language model

EMNLP, pp.160-167, (2003)

Cited by: 26|Views137
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Abstract

We investigate the performance of the Structured Language Model (SLM) in terms of perplexity (PPL) when its components are modeled by connectionist models. The connectionist models use a distributed representation of the items in the history and make much better use of contexts than currently used interpolated or back-off models, not only...More

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