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Exploiting Syntactic Structure for Language Modeling (1998)  (Make Corrections)  (37 citations)
Ciprian Chelba and Frederick Jelinek Center for Language and Speech...
Proceedings of the Thirty-Sixth Annual Meeting of the Association for Computational Linguistics and Seventeenth International Conference on Computational Linguistics



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Abstract: The paper presents a language model that develops syntactic structure and uses it to extract meaningful information from the word history, thus enabling the use of long distance dependencies. The model assigns probability to every joint sequence of words-binary-parse-structure with headword annotation and operates in a left-to-right manner -- therefore usable for automatic speech recognition. The model, its probabilistic parameterization, and a set of experiments meant to evaluate its... (Update)

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BibTeX entry:   (Update)

C. Chelba and F. Jelinek. 1998. Exploiting syntactic structure for language modeling. In Proc. of COLING-ACL. http://citeseer.ist.psu.edu/chelba98exploiting.html   More

@inproceedings{ chelba98exploiting,
    author = "Ciprian Chelba and Frederick Jelinek",
    title = "Exploiting Syntactic Structure for Language Modeling",
    booktitle = "Proceedings of the Thirty-Sixth Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics and Seventeenth International Conference on Computational Linguistics",
    publisher = "Morgan Kaufmann Publishers",
    address = "San Francisco, California",
    editor = "Christian Boitet and Pete Whitelock",
    pages = "225--231",
    year = "1998",
    url = "citeseer.ist.psu.edu/chelba98exploiting.html" }
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