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ACL
2007
13 years 11 months ago
Constituent Parsing with Incremental Sigmoid Belief Networks
We introduce a framework for syntactic parsing with latent variables based on a form of dynamic Sigmoid Belief Networks called Incremental Sigmoid Belief Networks. We demonstrate ...
Ivan Titov, James Henderson
EMNLP
2007
13 years 11 months ago
Semi-Supervised Structured Output Learning Based on a Hybrid Generative and Discriminative Approach
This paper proposes a framework for semi-supervised structured output learning (SOL), specifically for sequence labeling, based on a hybrid generative and discriminative approach...
Jun Suzuki, Akinori Fujino, Hideki Isozaki
ACL
1993
13 years 11 months ago
The Effect of Establishing Coherence in Ellipsis and Anaphora Resolution
This paper presents a new model of anaphoric processing that utilizes the establishment of coherence relations between clauses in a discourse. We survey data that comprises a curr...
Andrew Kehler
EMNLP
2011
12 years 9 months ago
Lexical Generalization in CCG Grammar Induction for Semantic Parsing
We consider the problem of learning factored probabilistic CCG grammars for semantic parsing from data containing sentences paired with logical-form meaning representations. Tradi...
Tom Kwiatkowski, Luke S. Zettlemoyer, Sharon Goldw...
ICEIS
2005
IEEE
14 years 3 months ago
COCO: Composition Model and Composition Model Implementation
Component-based software engineering attempts to address the ever increasing demand for new software applications by enabling a compositional approach to software construction in ...
Naiyana Tansalarak, Kajal T. Claypool