A Probabilistic Soft Logic Based Approach to Exploiting Latent and Global Information in Event Classification

@inproceedings{Liu2016APS,
  title={A Probabilistic Soft Logic Based Approach to Exploiting Latent and Global Information in Event Classification},
  author={Shulin Liu and Kang Liu and Shizhu He and Jian Zhao},
  booktitle={AAAI},
  year={2016}
}
Global information such as event-event association, and latent local information such as fine-grained entity types, are crucial to event classification. However, existing methods typically focus on sophisticated local features such as part-ofspeech tags, either fully or partially ignoring the aforementioned information. By contrast, this paper focuses on fully employing them for event classification. We notice that it is difficult to encode some global information such as eventevent association… CONTINUE READING
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