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CORR
2011
Springer
153views Education» more  CORR 2011»
14 years 10 months ago
Partially Linear Bayesian Estimation with Application to Sparse Approximations
—We address the problem of estimating a random vector X from two sets of measurements Y and Z, such that the estimator is linear in Y . We show that the partially linear minimum ...
Tomer Michaeli, Daniel Sigalov, Yonina C. Eldar
122
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COLING
2010
14 years 10 months ago
Dependency-driven Anaphoricity Determination for Coreference Resolution
This paper proposes a dependency-driven scheme to dynamically determine the syntactic parse tree structure for tree kernel-based anaphoricity determination in coreference resoluti...
Fang Kong, Guodong Zhou, Longhua Qian, Qiaoming Zh...
COLING
2010
14 years 10 months ago
Heterogeneous Parsing via Collaborative Decoding
There often exist multiple corpora for the same natural language processing (NLP) tasks. However, such corpora are generally used independently due to distinctions in annotation s...
Muhua Zhu, Jingbo Zhu, Tong Xiao
COLING
2010
14 years 10 months ago
Generative Alignment and Semantic Parsing for Learning from Ambiguous Supervision
We present a probabilistic generative model for learning semantic parsers from ambiguous supervision. Our approach learns from natural language sentences paired with world states ...
Joohyun Kim, Raymond J. Mooney
COLING
2010
14 years 10 months ago
Semantic Classification of Automatically Acquired Nouns using Lexico-Syntactic Clues
In this paper, we present a two-stage approach to acquire Japanese unknown morphemes from text with full POS tags assigned to them. We first acquire unknown morphemes only making ...
Yugo Murawaki, Sadao Kurohashi