On the opposite, the CLUE interface, as a strict browsing system, cannot accept as input a full document.
MedlineRanker (20 ) takes as input a set of documents relating to a certain topic, and automatically learns a list of most discriminative words representing that topic based on a Naïve Bayes classifier.
For example, for the word count problem, to compute all occurrences of a number of words, the map function could emit all (word, 1) tuples for each word from a single line of an input document.
If two words never occur together within a predefined window size in an input document, there will be no edges to connect them in the built co-occurrence graph even though they are semantically related.
To read out the characters from an input document, we need to convert it to a text file first and for this file conversion we have used the Apache Tika.
Plates (rectangular) drawn around nodes indicate replication, which corresponds to the number of input observations or words in a document, i.e. N.
We focus on adaptation within a single document -- appropriate for an interactive translation scenario where a model adapts to a human translator's input over the course of a document.
Plates (rectangular) drawn around nodes in (b) and (c) indicate replication, which corresponds to the number of input observations or words in a document, i.e. N. p v_{nk}=1|h) = frac{expleft(a_{nk}+sum_{j=1}^{J}h_{j}W_{njk}right)}{sum_{q=1}^{K}expleft(a_{nq}+sum_{j=1}^{J}h_{j}W_{njq}right)} (5).
The script reads in an input MAGE-TAB document and produces a new MAGE-TAB document including the matched term identifiers and ontology source.
After keyword extraction, input documents and the document index are fetched to the Encryption block.
