Evaluation of machine learning-based information extraction algorithms: criticisms and recommendations

Alberto Lavelli, Mary Elaine Califf, Fabio Ciravegna, Dayne Freitag, Claudio Giuliano, Nicholas Kushmerick, Lorenza Romano, Neil Ireson. Evaluation of machine learning-based information extraction algorithms: criticisms and recommendations. Language Resources and Evaluation, 42(4):361-393, 2008. [doi]

@article{LavelliCCFGKRI08,
  title = {Evaluation of machine learning-based information extraction algorithms: criticisms and recommendations},
  author = {Alberto Lavelli and Mary Elaine Califf and Fabio Ciravegna and Dayne Freitag and Claudio Giuliano and Nicholas Kushmerick and Lorenza Romano and Neil Ireson},
  year = {2008},
  doi = {10.1007/s10579-008-9079-3},
  url = {http://dx.doi.org/10.1007/s10579-008-9079-3},
  tags = {rule-based, machine learning, recommendation algorithm},
  researchr = {https://researchr.org/publication/LavelliCCFGKRI08},
  cites = {0},
  citedby = {0},
  journal = {Language Resources and Evaluation},
  volume = {42},
  number = {4},
  pages = {361-393},
}