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[Association for Computational Linguistics the 33rd annual meeting - Cambridge, Massachusetts (1995.06.26-1995.06.30)] Proceedings of the 33rd annual meeting on Association for Computational Linguistics - - Bayesian grammar induction for language modeling

โœ Scribed by Chen, Stanley F.


Book ID
121837270
Publisher
Association for Computational Linguistics
Year
1995
Weight
639 KB
Category
Article

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[Association for Computational Linguisti
โœ Chen, Stanley F. ๐Ÿ“‚ Article ๐Ÿ“… 1995 ๐Ÿ› Association for Computational Linguistics โš– 639 KB

We describe a corpus-based induction algorithm for probabilistic context-free grammars. The algorithm employs a greedy heuristic search within a Bayesian framework, and a post-pass using the Inside-Outside algorithm. We compare the performance of our algorithm to n-gram models and the Inside-Outside