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» Prediction of Maximal Projection for Semantic Role Labeling
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ICML
2008
IEEE
14 years 11 months ago
A unified architecture for natural language processing: deep neural networks with multitask learning
We describe a single convolutional neural network architecture that, given a sentence, outputs a host of language processing predictions: part-of-speech tags, chunks, named entity...
Ronan Collobert, Jason Weston
CICLING
2009
Springer
14 years 10 months ago
Cross-Language Frame Semantics Transfer in Bilingual Corpora
Recent work on the transfer of semantic information across languages has been recently applied to the development of resources annotated with Frame information for different non-En...
Roberto Basili, Diego De Cao, Danilo Croce, Bonave...
ACL
2006
13 years 11 months ago
Learning to Predict Case Markers in Japanese
Japanese case markers, which indicate the grammatical relation of the complement NP to the predicate, often pose challenges to the generation of Japanese text, be it done by a for...
Hisami Suzuki, Kristina Toutanova
ICIA
2007
14 years 11 days ago
Improving Intelligent Assistants for Desktop Activities
Tasks have been identified as playing an important role to knowledge workers as high-level units for organizing their information. TaskTracer is a task-aware desktop system that l...
Simone Stumpf, Margaret M. Burnett, Thomas G. Diet...
BMCBI
2006
146views more  BMCBI 2006»
13 years 10 months ago
A critical review of PASBio's argument structures for biomedical verbs
Background: Propositional representations of biomedical knowledge are a critical component of most aspects of semantic mining in biomedicine. However, the proper set of propositio...
K. Bretonnel Cohen, Lawrence Hunter