Predicate Argument Alignment using a Global Coherence Model

@inproceedings{Wolfe2015PredicateAA,
  title={Predicate Argument Alignment using a Global Coherence Model},
  author={Travis Wolfe and Mark Dredze and Benjamin Van Durme},
  booktitle={HLT-NAACL},
  year={2015}
}
We present a joint model for predicate argument alignment. We leverage multiple sources of semantic information, including temporal ordering constraints between events. These are combined in a max-margin framework to find a globally consistent view of entities and events across multiple documents, which leads to improvements over a very strong local baseline. 

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