Finding Temporal Structure in Text: Machine Learning of Syntactic Temporal Relations. Bethard, S., Martin, J. H., & Klingenstein, S. International Journal of Semantic Computing (IJSC), 1(4):441–458, 12, 2007.
Finding Temporal Structure in Text: Machine Learning of Syntactic Temporal Relations [link]Paper  bibtex   
@article{bethard-etal:2007:IJSC,
  author = {Steven Bethard and James H. Martin and Sara Klingenstein},
  title = {Finding Temporal Structure in Text: Machine Learning of Syntactic Temporal Relations},
  journal = {International Journal of Semantic Computing {(IJSC)}},
  volume = {1},
  number = {4},
  month = {12},
  year = {2007},
  pages = {441--458},
  url = {http://dx.doi.org/10.1142/S1793351X07000238},
  keywords = {timelines, annotation, information extraction},
}

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