@InProceedings{daume07easyadapt,
  author =       {Hal {Daum\'e III}},
  title =        {Frustratingly Easy Domain Adaptation},
  booktitle =    {Conference of the Association for Computational Linguistics (ACL)},
  year =         {2007},
  address =      {Prague, Czech Republic},
  abstract =     {
    We describe an approach to domain adaptation that is appropriate
    exactly in the case when one has enough ``target'' data to do slightly
    better than just using only ``source'' data.  Our approach is
    incredibly simple, easy to implement as a preprocessing step (10 lines
    of Perl!) and outperforms state-of-the-art approaches on a range of
    datasets.  The technique comes with several simple theoretical
    guarantees.  Moreover, it is trivially extended to a multi-domain
    adaptation problem, where one has data from a variety of different
    domains.
  },
  url = {http://pub.hal3.name/#daume07easyadapt}
}