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CALO at Penn

We have been conducting research on transfer learning and on email workflow management as part of the DARPA-funded CALO project led by SRI International.

Publications

  1. Analysis of Representations for Domain Adaptation
    S. Ben-David, J. Blitzer, K. Crammer, and F. Pereira
    Advances in Neural Information Processing Systems 20    (2007)
    bib/PDF/nips06.pdf
  2. "Sorry I forgot the attachment": Email Attachment Prediction
    M. Dredze, J. Blitzer, and F. Pereira
    3rd Conference on Email and Anti-Spam    (2006)
    bib/PDF/ceas06.pdf
  3. Domain Adaptation with Structural Correspondence Learning
    J. Blitzer, R. McDonald, and F. Pereira
    EMNLP 2006: 2006 Conference on Empirical Methods in Natural Language Processing  120-128  (2006)
    bib/PDF/transferEMNLP06.pdf
  4. Reply Expectation Prediction for Email Management
    M. Dredze, J. Blitzer, and F. Pereira
    2nd Conference on Email and Anti-Spam    (2005)
    bib/PDF/ceas05.pdf
  5. Distributed Latent Variable Models of Lexical Co-occurrences
    J. Blitzer, A. Globerson, and F. Pereira
    Tenth International Workshop on Artificial Intelligence and Statistics    (2005)
    bib/PDF/aistats.pdf

Credits

This research is partially supported by the Defense Advanced Research Projects Agency (DARPA) under Contract No. NBCHD030010. Any opinions, findings, and conclusions or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of the DARPA or the Department of Interior-National Business Center (DOI-NBC).