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» Learning for Semantic Parsing
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ACL
2010
13 years 7 months ago
Unsupervised Ontology Induction from Text
Extracting knowledge from unstructured text is a long-standing goal of NLP. Although learning approaches to many of its subtasks have been developed (e.g., parsing, taxonomy induc...
Hoifung Poon, Pedro Domingos
IJCSA
2008
137views more  IJCSA 2008»
13 years 8 months ago
Algorithms to Improve Performance of Natural Language Interface
: Performance of Natural Language Interface often deteriorates due to linguistic phenomena of Semantic Symmetry and Ambiguous Modification (Katz and Lin, 2003). In this paper we pr...
M. R. Joshi, R. A. Akerkar
ACL
2003
13 years 10 months ago
Combining Deep and Shallow Approaches in Parsing German
The paper describes two parsing schemes: a shallow approach based on machine learning and a cascaded finite-state parser with a hand-crafted grammar. It discusses several ways to...
Michael Schiehlen
JMLR
2010
143views more  JMLR 2010»
13 years 3 months ago
Incremental Sigmoid Belief Networks for Grammar Learning
We propose a class of Bayesian networks appropriate for structured prediction problems where the Bayesian network's model structure is a function of the predicted output stru...
James Henderson, Ivan Titov
CIVR
2004
Springer
116views Image Analysis» more  CIVR 2004»
14 years 2 months ago
A Visual Model Approach for Parsing Colonoscopy Videos
Abstract. Colonoscopy is an important screening procedure for colorectal cancer. During this procedure, the endoscopist visually inspects the colon. Currently, there is no content-...
Yu Cao, Wallapak Tavanapong, Dalei Li, Jung-Hwan O...