Multi-way Relation Classification: Application to Protein-Protein Interactions

@inproceedings{Rosario2005MultiwayRC,
  title={Multi-way Relation Classification: Application to Protein-Protein Interactions},
  author={B. Rosario and Marti A. Hearst},
  booktitle={HLT/EMNLP},
  year={2005}
}
We address the problem of multi-way relation classification, applied to identification of the interactions between proteins in bioscience text. A major impediment to such work is the acquisition of appropriately labeled training data; for our experiments we have identified a database that serves as a proxy for training data. We use two graphical models and a neural net for the classification of the interactions, achieving an accuracy of 64% for a 10-way distinction between relation types. We… Expand
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