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Regarding the failure to extract the relations between the arguments, the two most significant problems are: incoherent extractions and uninformative extractions.
The basic principle of the "vector-cross-product" direction-finding is to extract the relations between the electric-field e and the magnetic-field h of an electromagnetic wave.
Most systems for detecting drug effects from texts use simple dictionary based methods to recognize the entities and pattern-based approaches to extract the relations between them.
We then applied a distant-supervision method using the database on a collection of 84,000 messages in order to extract the relations between drugs and their effects.
In addition to these classification methods, we have also explored association rule learning to extract the relations between the variables and to identify frequent pattern rules.
To extract the relations between effecters and effects from literature, sentences were part-of-speech (POS -tagged by Genia Tagger [ 31] and noun-POS -tagged chunks were identified by NPchunker [ 32].
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According to Etzione et al. [7], for instance, from the sentence 'the guide contains dead links and omits sites' it would be inconsistent to extract the relation contains omits.
For example, when judging the size configuration of the bars in the top graph of Fig. 1, we claim that looking toward the taller bar first allows the viewer to extract the relation "the taller bar is on the right," rather than "the shorter bar is on the left".
In artificial grammar learning studies infants at the age of 17 months were shown to be able to extract the relation between A and B in an AXB structure from 3-syllable strings when the variability of the X-element is high [4].
To extract the relation between mutants and impacts we say that when an impact is found, the closest mutants all have that impact.
The proposed network architecture consists of Convolution layers followed by Recurrent Neural Network (RNN) which the combined model extracts the relations within facial images and by using the recurrent network the temporal dependencies which exist in the images can be considered during the classification.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com