20032024

Research activity per year

Search results

  • 2012

    How social media will change public health

    Dredze, M., 2012, In: IEEE Intelligent Systems. 27, 4, p. 81-84 4 p., 6285937.

    Research output: Contribution to journalArticlepeer-review

  • Investigating twitter as a source for studying behavioral responses to epidemics

    Lamb, A., Paul, M. J. & Dredze, M., 2012, p. 81-82. 2 p.

    Research output: Contribution to conferencePaperpeer-review

  • Malpractice and malcontent: Analyzing medical complaints in twitter

    Nakhasi, A., Passarella, R. J., Bell, S. G., Paul, M. J., Dredze, M. & Pronovost, P. J., 2012, p. 84-85. 2 p.

    Research output: Contribution to conferencePaperpeer-review

    14 Scopus citations
  • Multi-domain learning: When do domains matter?

    Joshi, M., Dredze, M., Cohen, W. W. & Rose, C. P., 2012, EMNLP-CoNLL 2012 - 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, Proceedings of the Conference. p. 1302-1312 11 p. (EMNLP-CoNLL 2012 - 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Name phylogeny: A generative model of string variation

    Andrews, N., Eisner, J. & Dredze, M., 2012, EMNLP-CoNLL 2012 - 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, Proceedings of the Conference. p. 344-355 12 p. (EMNLP-CoNLL 2012 - 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • New H bounds for the recursive least squares algorithm exploiting input structure

    Crammer, K., Kulesza, A. & Dredze, M., 2012, 2012 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2012 - Proceedings. p. 2017-2020 4 p. 6288304. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Overview of the special session on semantics and sociolinguistics in social media

    Diab, M., Dredze, M., Harabagiu, S. & Radev, D., 2012, In: Proceedings - IEEE 6th International Conference on Semantic Computing, ICSC 2012. p. xxiv 6337143.

    Research output: Contribution to journalEditorialpeer-review

  • Revisiting the case for explicit syntactic information in language models

    Rastrow, A., Khudanpur, S. & Dredze, M., 2012, p. 50-58. 9 p.

    Research output: Contribution to conferencePaperpeer-review

  • Shared components topic models

    Gormley, M. R., Dredze, M., Van Durme, B. & Eisner, J., 2012, Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. Association for Computational Linguistics (ACL), p. 783-792 10 p. (NAACL HLT 2012 - 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2011

    Adapting n-gram maximum entropy language models with conditional entropy regularization

    Rastrow, A., Dredze, M. & Khudanpur, S., 2011, 2011 IEEE Workshop on Automatic Speech Recognition and Understanding, ASRU 2011, Proceedings. p. 220-225 6 p. 6163934. (2011 IEEE Workshop on Automatic Speech Recognition and Understanding, ASRU 2011, Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Efficient discriminative training of long-span language models

    Rastrow, A., Dredze, M. & Khudanpur, S., 2011, 2011 IEEE Workshop on Automatic Speech Recognition and Understanding, ASRU 2011, Proceedings. p. 214-219 6 p. 6163933. (2011 IEEE Workshop on Automatic Speech Recognition and Understanding, ASRU 2011, Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Estimating document frequencies in a speech corpus

    Karakos, D., Dredze, M., Church, K., Jansen, A. & Khudanpur, S., 2011, 2011 IEEE Workshop on Automatic Speech Recognition and Understanding, ASRU 2011, Proceedings. p. 407-412 6 p. 6163966. (2011 IEEE Workshop on Automatic Speech Recognition and Understanding, ASRU 2011, Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Hill climbing on speech lattices: A new rescoring framework

    Rastrow, A., Dreyer, M., Sethy, A., Khudanpur, S., Ramabhadran, B. & Dredze, M., 2011, 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011 - Proceedings. p. 5032-5035 4 p. 5947487. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Learning sub-word units for open vocabulary speech recognition

    Parada, C., Dredze, M., Sethy, A. & Rastrow, A., 2011, ACL-HLT 2011 - Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies. p. 712-721 10 p. (ACL-HLT 2011 - Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies; vol. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • OOV sensitive Named-Entity Recognition in speech

    Parada, C., Dredze, M. & Jelinek, F., 2011, In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. p. 2085-2088 4 p.

    Research output: Contribution to journalConference articlepeer-review

  • You Are What You Tweet: Analyzing Twitter for Public Health

    Paul, M. J. & Dredze, M., Jul 17 2011, Proceedings of the 5th International AAAI Conference on Weblogs and Social Media, ICWSM 2011. AAAI Press, p. 265-272 8 p. (Proceedings of the 5th International AAAI Conference on Weblogs and Social Media, ICWSM 2011).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2010

    Annotating named entities in Twitter data with crowdsourcing

    Finin, T., Murnane, W., Karandikar, A., Keller, N., Martineau, J. & Dredze, M., 2010, p. 80-88. 9 p.

    Research output: Contribution to conferencePaperpeer-review

  • A spoken term detection framework for recovering out-of-vocabulary words using the web

    Parada, C., Sethy, A., Dredze, M. & Jelinek, F., 2010, Proceedings of the 11th Annual Conference of the International Speech Communication Association, INTERSPEECH 2010. International Speech Communication Association, p. 1269-1272 4 p. (Proceedings of the 11th Annual Conference of the International Speech Communication Association, INTERSPEECH 2010).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Contextual information improves OOV detection in speech

    Parada, C., Dredze, M., Filimonov, D. & Jelinek, F., 2010, NAACL HLT 2010 - Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Proceedings of the Main Conference. p. 216-224 9 p. (NAACL HLT 2010 - Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Proceedings of the Main Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Creating speech and language data with Amazon's Mechanical Turk

    Callison-Burch, C. & Dredze, M., 2010, p. 1-12. 12 p.

    Research output: Contribution to conferencePaperpeer-review

  • Entity disambiguation for knowledge base population

    Dredze, M., Mcnamee, P., Rao, D., Gerber, A. & Finin, T., 2010, p. 277-285. 9 p.

    Research output: Contribution to conferencePaperpeer-review

  • Exploiting feature covariance in high-dimensional online learning

    Ma, J., Kulesza, A., Dredze, M., Crammer, K., Saul, L. K. & Pereira, F., 2010, In: Journal of Machine Learning Research. 9, p. 493-500 8 p.

    Research output: Contribution to journalConference articlepeer-review

  • Multi-domain learning by confidence-weighted parameter combination

    Dredze, M., Kulesza, A. & Crammer, K., May 2010, In: Machine Learning. 79, 1-2, p. 123-149 27 p.

    Research output: Contribution to journalArticlepeer-review

    Open Access
  • NLP on spoken documents without ASR

    Dredze, M., Jansen, A., Coppersmith, G. & Church, K., 2010, EMNLP 2010 - Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference. p. 460-470 11 p. (EMNLP 2010 - Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Non-expert correction of automatically generated relation annotations

    Gormley, M. R., Gerber, A., Harper, M. & Dredze, M., 2010, p. 204-207. 4 p.

    Research output: Contribution to conferencePaperpeer-review

  • Streaming cross document entity coreference resolution

    Rao, D., McNamee, P. & Dredze, M., 2010, p. 1050-1058. 9 p.

    Research output: Contribution to conferencePaperpeer-review

  • We're not in kansas anymore: Detecting domain changes in streams

    Dredze, M., Oates, T. & Piatko, C., 2010, EMNLP 2010 - Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference. p. 585-595 11 p. (EMNLP 2010 - Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2009

    AAAI 2008 workshop reports

    Anand, S. S., Bunescu, R., Carvcdho, V., Chomicki, J., Conitzer, V., Cox, M. T., Dignum, V., Dodds, Z., Dredze, M., Furcy, D., Gabrilovich, E., Göker, M. H., Guesgen, H., Hirsh, H., Jannach, D., Junker, U., Ketter, W., Kobsa, A., Koenig, S. & Lau, T. & 17 others, Lewis, L., Matson, E., Metzler, T., Mihalcea, R., Mobasher, B., Pineau, J., Poupart, P., Raja, A., Ruml, W., Sadeh, N., Shani, G., Shapiro, D., Smith, T., Taylor, M. E., Wagstaff, K., Walsh, W. & Zhou, R., 2009, In: AI Magazine. 30, 1, p. 108-118 11 p.

    Research output: Contribution to journalArticlepeer-review

    Open Access
  • Adaptive regularization of weight vectors

    Crammer, K., Kulesza, A. & Dredze, M., 2009, Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference. Neural Information Processing Systems, p. 414-422 9 p. (Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Exact convex confidence-weighted learning

    Crammer, K., Dredze, M. & Pereira, F., 2009, Advances in Neural Information Processing Systems 21 - Proceedings of the 2008 Conference. Neural Information Processing Systems, p. 345-352 8 p. (Advances in Neural Information Processing Systems 21 - Proceedings of the 2008 Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Multi-class confidence weighted algorithms

    Crammer, K., Dredze, M. & Kulesza, A., 2009, p. 496-504. 9 p.

    Research output: Contribution to conferencePaperpeer-review

    Open Access
  • Suggesting email view filters for triage and search

    Dredze, M., Schilit, B. N. & Norvig, P., 2009, IJCAI-09 - Proceedings of the 21st International Joint Conference on Artificial Intelligence. International Joint Conferences on Artificial Intelligence, p. 1414-1419 6 p. (IJCAI International Joint Conference on Artificial Intelligence).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2008

    AAAI Workshop - Technical Report: Preface

    Dredze, M., Carvalho, V. R. & Lau, T., 2008, In: AAAI Workshop - Technical Report. WS-08-04, p. vii-viii

    Research output: Contribution to journalEditorialpeer-review

  • Active learning with confidence

    Dredze, M. & Crammer, K., 2008, ACL-08: HLT - 46th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 233-236 4 p. (ACL-08: HLT - 46th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • Active learning with confidence

    Dredze, M. & Crammer, K., 2008, In: Proceedings of the Annual Meeting of the Association for Computational Linguistics. p. 233-236 4 p.

    Research output: Contribution to journalConference articlepeer-review

    Open Access
  • Confidence-weighted linear classification

    Dredze, M., Crammer, K. & Pereira, F., 2008, Proceedings of the 25th International Conference on Machine Learning. Association for Computing Machinery (ACM), p. 264-271 8 p. (Proceedings of the 25th International Conference on Machine Learning).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Generating summary keywords for emails using topics

    Dredze, M., Wallach, H. M., Puller, D. & Pereira, F., 2008, Proceedings of the 13th International Conference on Intelligent User Interfaces 2008, IUI'08. p. 199-206 8 p. 1378800. (International Conference on Intelligent User Interfaces, Proceedings IUI).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Icelandic data driven part of speech tagging

    Dredze, M. & Wallenberg, J., 2008, In: Proceedings of the Annual Meeting of the Association for Computational Linguistics. p. 33-36 4 p.

    Research output: Contribution to journalConference articlepeer-review

    Open Access
  • Icelandic data driven part of speech tagging

    Dredze, M. & Wallenberg, J., 2008, ACL-08: HLT - 46th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 33-36 4 p. (ACL-08: HLT - 46th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • Intelligent email: Reply and attachment prediction

    Dredze, M., Brooks, T., Carroll, J., Magarick, J., Blitzer, J. & Pereira, F., 2008, Proceedings of the 13th International Conference on Intelligent User Interfaces 2008, IUI'08. p. 321-324 4 p. 1378820. (International Conference on Intelligent User Interfaces, Proceedings IUI).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Intelligent email: Aiding users with AI

    Dredze, M., Wallach, H. M., Puller, D., Brooks, T., Carroll, J., Magarick, J., Blitzer, J. & Pereira, F., 2008, AAAI-08/IAAI-08 Proceedings - 23rd AAAI Conference on Artificial Intelligence and the 20th Innovative Applications of Artificial Intelligence Conference. p. 1524-1527 4 p. (Proceedings of the National Conference on Artificial Intelligence; vol. 3).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Intelligent Email: Aiding Users with AI

    Dredze, M., Wallach, H. M., Puller, D., Brooks, T., Carroll, J., Magarick, J., Blitzer, J. & Pereira, F., 2008, Proceedings of the 23rd AAAI Conference on Artificial Intelligence, AAAI 2008. AAAI Press, p. 1524-1527 4 p. (Proceedings of the 23rd AAAI Conference on Artificial Intelligence, AAAI 2008).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Online methods for multi-domain learning and adaptation

    Dredze, M. & Crammer, K., 2008, p. 689-697. 9 p.

    Research output: Contribution to conferencePaperpeer-review

    Open Access
  • Reading the markets: Forecasting public opinion of political candidates by news analysis

    Lerman, K., Gilder, A., Dredze, M. & Pereira, F., 2008, Coling 2008 - 22nd International Conference on Computational Linguistics, Proceedings of the Conference. p. 473-480 8 p. (Coling 2008 - 22nd International Conference on Computational Linguistics, Proceedings of the Conference; vol. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2007

    Automatic code assignment to medical text

    Crammer, K., Dredze, M., Ganchev, K., Talukdar, P. P. & Carroll, S., 2007, p. 129-136. 8 p.

    Research output: Contribution to conferencePaperpeer-review

    Open Access
  • Biographies, bollywood, boom-boxes and blenders: Domain adaptation for sentiment classification

    Blitzer, J., Dredze, M. & Pereira, F., 2007, ACL 2007 - Proceedings of the 45th Annual Meeting of the Association for Computational Linguistics. p. 440-447 8 p. (ACL 2007 - Proceedings of the 45th Annual Meeting of the Association for Computational Linguistics).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Frustratingly hard domain adaptation for dependency parsing

    Dredze, M., Blitzer, J., Talukdar, P. P., Ganchev, K., Graça, J. V. & Pereira, F., 2007, p. 1051-1055. 5 p.

    Research output: Contribution to conferencePaperpeer-review

  • Learning fast classifiers for image spam

    Dredze, M., Gevaryahu, R. & Elias-Bachrach, A., 2007.

    Research output: Contribution to conferencePaperpeer-review

  • 2006

    Activity-centric email? A machine learning approach

    Kushmerick, N., Lau, T., Dredze, M. & Khoussainov, R., 2006, Proceedings of the 21st National Conference on Artificial Intelligence and the 18th Innovative Applications of Artificial Intelligence Conference, AAAI-06/IAAI-06. p. 1634-1637 4 p. (Proceedings of the National Conference on Artificial Intelligence; vol. 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution