Natural Language Modeling for Phoneme-to-Text Transcription
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Cache-Based Natural Language Model for Speech Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Integrating speech and natural-language processing
HLT '89 Proceedings of the workshop on Speech and Natural Language
The Design and Analysis of Computer Algorithms
The Design and Analysis of Computer Algorithms
Do CFG-based language models need agreement constraints?
NAACL '01 Proceedings of the second meeting of the North American Chapter of the Association for Computational Linguistics on Language technologies
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The paper will discuss three issues. The first is the derivation of precise probability scores for partial hypotheses containing islands, in the context of a Stochastic-Context-Free-Grammar (SCFG) for Language Modeling (LM). The second issue is the possibility of adding a cache component to a LM. This component alters the expected probability of words to reflect the speaker's patterns of word use. Finally, the idiosyncratic properties of dialogue are being studied; this work will indicate how knowledge about the discourse state can be incorporated into the LM and into the semantic component.