Discourse Chunking and its Application to Sentence Compression

@inproceedings{Sporleder2005DiscourseCA,
  title={Discourse Chunking and its Application to Sentence Compression},
  author={Caroline Sporleder and Mirella Lapata},
  booktitle={HLT/EMNLP},
  year={2005}
}
In this paper we consider the problem of analysing sentence-level discourse structure. We introduce discourse chunking (i.e., the identification of intra-sentential nucleus and satellite spans) as an alternative to full-scale discourse parsing. Our experiments show that the proposed modelling approach yields results comparable to state-of-the-art while exploiting knowledge-lean features and small amounts of discourse annotations. We also demonstrate how discourse chunking can be successfully… CONTINUE READING

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