Mining Arguments From 19th Century Philosophical Texts Using Topic Based Modelling

@inproceedings{Lawrence2014MiningAF,
  title={Mining Arguments From 19th Century Philosophical Texts Using Topic Based Modelling},
  author={John Lawrence and Chris Reed and Colin Allen and Simon McAlister and Andrew Ravenscroft},
  booktitle={ArgMining@ACL},
  year={2014}
}
In this paper we look at the manual analysis of arguments and how this compares to the current state of automatic argument analysis. These considerations are used to develop a new approach combining a machine learning algorithm to extract propositions from text, with a topic model to determine argument structure. The results of this method are compared to a manual analysis. 
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