Proceedings of the 2010 Workshop on Domain Adaptation for Natural Language Processing

Hal Daumé III, Tejaswini Deoskar, David McClosky, Barbara Plank, Jörg Tiedemann (Editors)



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Proceedings of the 2010 Workshop on Domain Adaptation for Natural Language Processing
Hal Daumé III | Tejaswini Deoskar | David McClosky | Barbara Plank | Jörg Tiedemann

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Adaptive Parameters for Entity Recognition with Perceptron HMMs
Massimiliano Ciaramita | Olivier Chapelle

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Context Adaptation in Statistical Machine Translation Using Models with Exponentially Decaying Cache
Jörg Tiedemann

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Domain Adaptation to Summarize Human Conversations
Oana Sandu | Giuseppe Carenini | Gabriel Murray | Raymond Ng

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Exploring Representation-Learning Approaches to Domain Adaptation
Fei Huang | Alexander Yates

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Using Domain Similarity for Performance Estimation
Vincent Van Asch | Walter Daelemans

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Self-Training without Reranking for Parser Domain Adaptation and Its Impact on Semantic Role Labeling
Kenji Sagae

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Domain Adaptation with Unlabeled Data for Dialog Act Tagging
Anna Margolis | Karen Livescu | Mari Ostendorf

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Frustratingly Easy Semi-Supervised Domain Adaptation
Hal Daumé III | Abhishek Kumar | Avishek Saha