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» Corpus-Based Knowledge Representation
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JMLR
2012
13 years 1 days ago
Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing
Open-text semantic parsers are designed to interpret any statement in natural language by inferring a corresponding meaning representation (MR – a formal representation of its s...
Antoine Bordes, Xavier Glorot, Jason Weston, Yoshu...
UAI
1993
14 years 11 months ago
Causal Independence for Knowledge Acquisition and Inference
I introduce a temporal belief-network representation of causal independence that a knowledge engineer can use to elicit probabilistic models. Like the current, atemporal belief-ne...
David Heckerman
IEAAIE
2001
Springer
15 years 2 months ago
Why Use a Unified Knowledge Representation?
In a unified knowledge representation, data, information and knowledge are all represented in a single formalism. A unified knowledge representation based on “items” is describ...
John K. Debenham
GI
2009
Springer
14 years 7 months ago
Ontological Modelling of Surgical Knowledge
: Computer Assisted Surgery seeks data from various sources related to surgical knowledge, which is mostly represented in the form of discrete databases. However, databases serve a...
Raj Mudunuri, Oliver Burgert, Thomas Neumuth