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» Parsing Biomedical Literature
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ACL
2010
13 years 6 months ago
Faster Parsing by Supertagger Adaptation
We propose a novel self-training method for a parser which uses a lexicalised grammar and supertagger, focusing on increasing the speed of the parser rather than its accuracy. The...
Jonathan K. Kummerfeld, Jessika Roesner, Tim Dawbo...
CORR
2010
Springer
107views Education» more  CORR 2010»
13 years 8 months ago
Towards Effective Sentence Simplification for Automatic Processing of Biomedical Text
The complexity of sentences characteristic to biomedical articles poses a challenge to natural language parsers, which are typically trained on large-scale corpora of non-technica...
Siddhartha Jonnalagadda, Luis Tari, Jörg Hake...
ICTAI
2003
IEEE
14 years 1 months ago
Extracting Biochemical Interactions from MEDLINE Using a Link Grammar Parser
Many natural language processing approaches at various complexity levels have been reported for extracting biochemical interactions from MEDLINE. While some algorithms using simpl...
Jing Ding, Daniel Berleant, Jun Xu, Andy W. Fulmer
BMCBI
2008
97views more  BMCBI 2008»
13 years 8 months ago
Large-scale directional relationship extraction and resolution
Background: Relationships between entities such as genes, chemicals, metabolites, phenotypes and diseases in MEDLINE are often directional. That is, one may affect the other in a ...
Cory B. Giles, Jonathan D. Wren
COLING
2010
13 years 3 months ago
Tree Topological Features for Unlexicalized Parsing
As unlexicalized parsing lacks word token information, it is important to investigate novel parsing features to improve the accuracy. This paper studies a set of tree topological ...
Samuel W. K. Chan, Lawrence Y. L. Cheung, Mickey W...