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83
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ACL
2006
15 years 2 months ago
Semantic Parsing with Structured SVM Ensemble Classification Models
We present a learning framework for structured support vector models in which boosting and bagging methods are used to construct ensemble models. We also propose a selection metho...
Minh Le Nguyen, Akira Shimazu, Xuan Hieu Phan
95
Voted
EMNLP
2004
15 years 2 months ago
Max-Margin Parsing
We present a novel discriminative approach to parsing inspired by the large-margin criterion underlying support vector machines. Our formulation uses a factorization analogous to ...
Ben Taskar, Dan Klein, Mike Collins, Daphne Koller...
83
Voted
EMNLP
2006
15 years 2 months ago
Extremely Lexicalized Models for Accurate and Fast HPSG Parsing
This paper describes an extremely lexicalized probabilistic model for fast and accurate HPSG parsing. In this model, the probabilities of parse trees are defined with only the pro...
Takashi Ninomiya, Takuya Matsuzaki, Yoshimasa Tsur...
99
Voted
ACL
1998
15 years 2 months ago
Anaphor Resolution in Unrestricted Texts with Partial Parsing
In this paper we deal with several kinds of anaphora in unrestricted texts. These kinds of anaphora are pronominal references, surfacecount anaphora and one-anaphora. In order to ...
Antonio Ferrández, Manuel Palomar, Lidia Mo...
75
Voted
ACL
1998
15 years 2 months ago
Eliminative Parsing with Graded Constraints
Abstract Resource adaptlvity" Because the sets of strucNatural language parsing is conceived to be a procedure of disambiguation, which successively reduces an initially total...
Johannes Heinecke, Jürgen Kunze, Wolfgang Men...