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Lightly-Supervised Attribute Extraction for Web Search (Bellare, Kedar, Talukdar, Partha Pratim, Kumaran, Giridhar, Pereira, Fernando, Liberman, Mark, McCallum, Andrew, Dredze, Mark) In The NIPS 2007 Workshop on Machine Learning for Web Search, 2008. [pdf]

Beyond SumBasic: Task-Focused Summarization with Sentence Simplification and Lexical Expansion (Vanderwende, Lucy, Suzuki, Hisami, Brockett, Chris, Nenkova, Ani) In Information Processing and Management, volume 43, 2007. [pdf]

Modelling Prominence and Emphasis Improves Unit-Selection Synthesis (Strom, Volker, Nenkova, Ani, Clark, Robert, Vazquez-Alvarez, Yolanda, Brenier, Jason, King, Simon, Jurafsky, Dan) In Intrespeech, 2007. [pdf]

Graphical Models for Primarily Unsupervised Sequence Labeling (Parikh, Neal, Dredze, Mark) Technical report, University of Pennsylvania, Department of Computer and Information Science, 2007.

The pyramid method: incorporating human content selection variation in summarization evaluation (Nenkova, Ani, Passonneau, Rebecca, McKeown, Kathleen) In ACM Transactions on Speech and Language Processing, volume 4, 2007. [pdf]

To Memorize or to Predict: Prominence Labeling in Conversational Speech (Nenkova, Ani, Brenier, Jason, Kothari, Anubha, Calhoun, Sasha, Whitton, Laura, Beaver, David, Jurafsky, Dan) In NAACL-HLT, 2007. [pdf]

A rethink of the relationship between salience and anaphora resolution (Miltsakaki, Eleni) In Proceedings of the 6th Discourse Anaphora and Anaphor Resolution Colloquium (DAARC 2007), Lagos, Portugal, 2007. [pdf]

Learning Fast Classifiers for Image Spam (Dredze, Mark, Gevaryahu, Reuven, Elias-Bachrach, Ari) In Conference on Email and Anti-Spam (CEAS), 2007. [pdf]

Measuring Importance and Query Relevance in Topic-focused Multi-document Summarization (Gupta, Surabhi, Nenkova, Ani, Jurafsky, Dan) In ACL, 2007. [pdf]

Transductive Structured Classification through Constrained Min-Cuts (Ganchev, Kuzman, Pereira, Fernando) In Proceedings of the Second Workshop on TextGraphs: Graph-Based Algorithms for Natural Language Processing, 2007. [pdf]