20032024

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  • 2012

    Efficient structured language modeling for speech recognition

    Rastrow, A., Dredze, M. & Khudanpur, S., 2012, 13th Annual Conference of the International Speech Communication Association 2012, INTERSPEECH 2012. p. 1658-1661 4 p. (13th Annual Conference of the International Speech Communication Association 2012, INTERSPEECH 2012; vol. 2).

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

  • Entity clustering across languages

    Green, S., Andrews, N., Gormley, M. R., Dredze, M. & Manning, C. D., 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. 60-69 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

  • Factorial LDA: Sparse multi-dimensional text models

    Paul, M. J. & Dredze, M., 2012, Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012, NIPS 2012. p. 2582-2590 9 p. (Advances in Neural Information Processing Systems; vol. 4).

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

  • Fast syntactic analysis for statistical language modeling via substructure sharing and uptraining

    Rastrow, A., Dredze, M. & Khudanpur, S., 2012, 50th Annual Meeting of the Association for Computational Linguistics, ACL 2012 - Proceedings of the Conference. p. 175-183 9 p. (50th Annual Meeting of the Association for Computational Linguistics, ACL 2012 - Proceedings of the Conference; vol. 1).

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

  • 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

  • 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

  • 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

    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

  • 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

  • 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

    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

  • 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

    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
  • 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, 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

  • 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

    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

  • 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

  • Automatically classifying emails into activities

    Dredze, M., Lau, T. & Kushmerick, N., 2006, IUI 06 - 2006 International Conference on Intelligent User Interfaces. p. 70-77 8 p. (International Conference on Intelligent User Interfaces, Proceedings IUI; vol. 2006).

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

  • 2005

    Managers' email: Beyond tasks and to-dos

    Danis, C., Kellogg, W. A., Lau, T., Stylos, J., Dredze, M. & Kushmerick, N., 2005, CHI'05 Extended Abstracts on Human Factors in Computing Systems, CHI EA'05. p. 1324-1327 4 p. (Conference on Human Factors in Computing Systems - Proceedings).

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