Statistical Techniques for Natural Language Parsing

Eugene Charniak

Abstract


I review current statistical work on syntactic parsing and then consider part-of-speech tagging, which was the first syntactic problem to successfully be attacked by statistical techniques and also serves as a good warm-up for the main topic-statistical parsing. Here, I consider both the simplified case in which the input string is viewed as a string of parts of speech and the more interesting case in which the parser is guided by statistical information about the particular words in the sentence. Finally, I anticipate future research directions.

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DOI: http://dx.doi.org/10.1609/aimag.v18i4.1320

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