Paper Info
Title
A neural network to classify metaphorical violence on cable news.
Abstract
I present here an experimental system for identifying and annotating metaphor in corpora. It is designed to plug in to Metacorps, an experimental web app for annotating metaphor. As Metacorps users annotate metaphors, the system will use user annotations as training data. When the system is confident, it will suggest an identification and an annotation. Once approved by the user, this becomes more training data. This naturally allows for transfer learning, where the system can, with some known degree of reliability, classify one class of metaphor after only being trained on another class of metaphor. For example, in our metaphorical violence project, metaphors may be classified by the network they were observed on, the grammatical subject or object of the violence metaphor, or the violent word used (hit, attack, beat, etc.).
Year
Venue
Field
2018
arXiv: Computation and Language
Training set,Annotation,Experimental system,Computer science,Transfer of learning,Natural language processing,Artificial intelligence,Plug-in,Web application,Artificial neural network,Metaphor
DocType
Volume
Citations 
Journal
abs/1810.08677
0
PageRank 
References 
Authors
0.34
0
1
Name
Order
Citations
PageRank
Matthew C. Turner1128.75