Embedding Semantic Similarity in Tree Kernels for Domain Adaptation of Relation Extraction
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[1] John Blitzer,et al. Domain Adaptation with Structural Correspondence Learning , 2006, EMNLP.
[2] Stephan Bloehdorn,et al. Exploiting Structure and Semantics for Expressive Text Kernels , 2007 .
[3] Hsuan-Tien Lin,et al. A note on Platt’s probabilistic outputs for support vector machines , 2007, Machine Learning.
[4] Mengqiu Wang,et al. A Re-examination of Dependency Path Kernels for Relation Extraction , 2008, IJCNLP.
[5] Christian Widmer. Domain Adaptation in Sequence Analysis , 2008 .
[6] Jian Su,et al. Discovering Relations Between Named Entities from a Large Raw Corpus Using Tree Similarity-Based Clustering , 2005, IJCNLP.
[7] ChengXiang Zhai,et al. Instance Weighting for Domain Adaptation in NLP , 2007, ACL.
[8] Percy Liang,et al. Semi-Supervised Learning for Natural Language , 2005 .
[9] Dmitry Zelenko,et al. Kernel Methods for Relation Extraction , 2002, J. Mach. Learn. Res..
[10] Anders Søgaard,et al. Robust Learning in Random Subspaces: Equipping NLP for OOV Effects , 2012, COLING.
[11] Alessandro Moschitti,et al. Kernel methods, syntax and semantics for relational text categorization , 2008, CIKM '08.
[12] Daniel Jurafsky,et al. Distant supervision for relation extraction without labeled data , 2009, ACL.
[13] Dan Roth,et al. Exploiting Background Knowledge for Relation Extraction , 2010, COLING.
[14] Roberto Basili,et al. Semantic convolution kernels over dependency trees: smoothed partial tree kernel , 2011, CIKM '11.
[15] Sebastian Riedel,et al. The CoNLL 2007 Shared Task on Dependency Parsing , 2007, EMNLP.
[16] Anders Søgaard,et al. Sentence-Level Instance-Weighting for Graph-Based and Transition-Based Dependency Parsing , 2011, IWPT.
[17] Jian Su,et al. A Composite Kernel to Extract Relations between Entities with Both Flat and Structured Features , 2006, ACL.
[18] Michael Collins,et al. Convolution Kernels for Natural Language , 2001, NIPS.
[19] Jian Su,et al. Exploring Various Knowledge in Relation Extraction , 2005, ACL.
[20] Gene H. Golub,et al. Calculating the singular values and pseudo-inverse of a matrix , 2007, Milestones in Matrix Computation.
[21] Silvia Bernardini,et al. The WaCky wide web: a collection of very large linguistically processed web-crawled corpora , 2009, Lang. Resour. Evaluation.
[22] Nello Cristianini,et al. Classification using String Kernels , 2000 .
[23] Hal Daumé,et al. Frustratingly Easy Domain Adaptation , 2007, ACL.
[24] K. J. Evans,et al. Computer Intensive Methods for Testing Hypotheses: An Introduction , 1990 .
[25] Tim Oates,et al. We’re Not in Kansas Anymore: Detecting Domain Changes in Streams , 2010, EMNLP.
[26] Jing Jiang,et al. Multi-Task Transfer Learning for Weakly-Supervised Relation Extraction , 2009, ACL.
[27] Stephan Bloehdorn,et al. Combined Syntactic and Semantic Kernels for Text Classification , 2007, ECIR.
[28] Alessandro Moschitti,et al. Efficient Convolution Kernels for Dependency and Constituent Syntactic Trees , 2006, ECML.
[29] Bernhard Schölkopf,et al. Correcting Sample Selection Bias by Unlabeled Data , 2006, NIPS.
[30] Ralph Grishman,et al. Semi-supervised Relation Extraction with Large-scale Word Clustering , 2011, ACL.
[31] Slav Petrov,et al. Overview of the 2012 Shared Task on Parsing the Web , 2012 .
[32] Robert L. Mercer,et al. Class-Based n-gram Models of Natural Language , 1992, CL.
[33] Alessandro Moschitti,et al. Convolution Kernels on Constituent, Dependency and Sequential Structures for Relation Extraction , 2009, EMNLP.
[34] Zellig S. Harris,et al. Distributional Structure , 1954 .
[35] Razvan C. Bunescu,et al. Learning to Extract Relations from the Web using Minimal Supervision , 2007, ACL.
[36] Nello Cristianini,et al. Kernel Methods for Pattern Analysis , 2003, ICTAI.
[37] Hans Uszkoreit,et al. Adaptation of Relation Extraction Rules to New Domains , 2008, LREC.
[38] Alessandro Moschitti,et al. A Study on Convolution Kernels for Shallow Statistic Parsing , 2004, ACL.
[39] Aron Culotta,et al. Dependency Tree Kernels for Relation Extraction , 2004, ACL.
[40] Claudio Giuliano,et al. Relation extraction and the influence of automatic named-entity recognition , 2007, TSLP.