Forest-based algorithms in natural language processing

Building upon the hypergraph formulation of forests and well-known 1-best DP algorithms, this dissertation develops fast and exact k-best DP algorithms on forests, which are orders of magnitudes faster than previously used methods on state-of-the-art parsers. We also show empirically how the improve...

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Bibliographic Details
Main Author: Huang, Liang
Corporate Author: University of Pennsylvania
Other Authors: Joshi, Aravind K (Aravind Krishna), 1929- (advisor.), Knight, Kevin (advisor)
Format: Thesis Book
Language:English
Subjects:

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