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Can You Summarize This? Identifying Correlates of Input Difficulty for Multi-Document Summarization (Nenkova, Ani, Louis, Annie) In ACL, 2008. [pdf]

Sense Annotation in the Penn Discourse Treebank (Miltsakaki, Eleni, Robaldo, Livio, Lee, Alan, Joshi, Aravind) In Proceedings of the 9th International Conference on Intelligent Text Processing and Computational Linguistics, 2008. [pdf]

Real-Time Web Text Classification and Analysis of Reading Difficulty (Miltsakaki, Eleni, Troutt, Audrey) In The 3rd Workshop on Innovative Use of NLP for Building Educational Applications, 2008. [pdf]

Reading the Markets: Forecasting Public Opinion of Political Candidates by News Analysis (Lerman, Kevin, Gilder, Ari, Dredze, Mark, Pereira, Fernando) In Conference on Computational Linguistics (Coling), 2008. [pdf]

Expectation Maximization and Posterior Constraints (Graca, Joao, Ganchev, Kuzman, Taskar, Ben) Chapter in Advances in Neural Information Processing Systems 20 (J.C. Platt, D. Koller, Y. Singer, S. Roweis, eds.), 2008. [pdf]

Better Alignments = Better Translations? (Ganchev, Kuzman, Graca, Joao, Taskar, Ben) In Proceedings of the 46th Annual Meeting of the Association of Computational Linguistics, 2008. [pdf]

Multi-View Learning over Structured and Non-Identical Outputs (Ganchev, Kuzman, Graca, Joao, Blitzer, John, Taskar, Ben) In Proceedings of the Twenty-Fourth Conference on Uncertainty in Artificial Intelligence (UAI), 2008. [pdf]

Small Statistical Models by Random Feature Mixing (Ganchev, Kuzman, Dredze, Mark) In Proceedings of the ACL-2008 Workshop on Mobile Language Processing, 2008. [pdf]

Online Methods for Multi-Domain Learning and Adaptation (Dredze, Mark, Crammer, Koby) In Empirical Methods in Natural Language Processing (EMNLP), 2008. [pdf]

Active Learning with Confidence (Dredze, Mark, Crammer, Koby) In Association for Computational Linguistics, 2008. [pdf]