Event-Driven Headline Generation

@inproceedings{Sun2015EventDrivenHG,
  title={Event-Driven Headline Generation},
  author={Rui Sun and Yue Zhang and Meishan Zhang and Dong-Hong Ji},
  booktitle={ACL},
  year={2015}
}
We propose an event-driven model for headline generation. Given an input document, the system identifies a key event chain by extracting a set of structural events that describe them. Then a novel multi-sentence compression algorithm is used to fuse the extracted events, generating a headline for the document. Our model can be viewed as a novel combination of extractive and abstractive headline generation, combining the advantages of both methods using event structures. Standard evaluation… CONTINUE READING

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