30 search results - page 4 / 6 » Self-Training for Biomedical Parsing |
146
Voted
EMNLP
2009
15 years 1 months ago
2009
We present the first unsupervised approach to the problem of learning a semantic parser, using Markov logic. Our USP system transforms dependency trees into quasi-logical forms, r...
130
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EVOW
2008
Springer
15 years 5 months ago
2008
Springer
Abstract. Lexical variance in biomedical texts poses a challenge to automatic protein relation mining. We therefore propose a new approach that relies only on more general language...
112
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ACL
2010
15 years 1 months ago
2010
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...
100
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CORR
2010
Springer
15 years 3 months ago
2010
Springer
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...
126
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ICTAI
2003
IEEE
15 years 8 months ago
2003
IEEE
Many natural language processing approaches at various complexity levels have been reported for extracting biochemical interactions from MEDLINE. While some algorithms using simpl...