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Wando Mount Pleasant Library
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Dependency parsing of Japanese monologue using clause boundaries.
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- Author(s): Ohno, Tomohiro; Matsubara, Shigeki; Kashioka, Hideki; Maruyama, Takehiko; Tanaka, Hideki; Inagaki, Yasuyoshi
- Source:
Language Resources & Evaluation; Aug2006, Vol. 40 Issue 3/4, p263-279, 17p- Subject Terms:
- Source:
- Additional Information
- Subject Terms:
- Abstract: Spoken monologues feature greater sentence length and structural complexity than spoken dialogues. To achieve high-parsing performance for spoken monologues, simplifying the structure by dividing a sentence into suitable language units could prove effective. This paper proposes a method for dependency parsing of Japanese spoken monologues based on sentence segmentation. In this method, dependency parsing is executed in two stages: at the clause level and the sentence level. First, dependencies within a clause are identified by dividing a sentence into clauses and executing stochastic dependency parsing for each clause. Next, dependencies across clause boundaries are identified stochastically, and the dependency structure of the entire sentence is thus completed. An experiment using a spoken monologue corpus shows the effectiveness of this method for efficient dependency parsing of Japanese monologue sentences. [ABSTRACT FROM AUTHOR]
- Abstract: Copyright of Language Resources & Evaluation is the property of Springer Nature and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
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