MLCW 2005: Southampton, UK

• Joaquin Quiñonero Candela, Carl Edward Rasmussen, Fabian H. Sinz, Olivier Bousquet, Bernhard Schölkopf:
  Evaluating Predictive Uncertainty Challenge. 1-27
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• Radford M. Neal:
  Classification with Bayesian Neural Networks. 28-32
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• Iain Murray, Edward Snelson:
  A Pragmatic Bayesian Approach to Predictive Uncertainty. 33-40
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• Nitesh V. Chawla:
  Many Are Better Than One: Improving Probabilistic Estimates from Decision Trees. 41-55
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• Gavin C. Cawley, Nicola L. C. Talbot, Olivier Chapelle:
  Estimating Predictive Variances with Kernel Ridge Regression. 56-77
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• Shuichi Kurogi, Miho Sawa, Shinya Tanaka:
  Competitive Associative Nets and Cross-Validation for Estimating Predictive Uncertainty on Regression Problems. 78-94
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• Jukka Kohonen, Jukka Suomela:
  Lessons Learned in the Challenge: Making Predictions and Scoring Them. 95-116
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• Mark Everingham, Andrew Zisserman, Christopher K. I. Williams, Luc J. Van Gool, Moray Allan, Christopher M. Bishop, Olivier Chapelle, Navneet Dalal, Thomas Deselaers, Gyuri Dorkó, Stefan Duffner, Jan Eichhorn, Jason D. R. Farquhar, Mario Fritz, Christophe Garcia, Tom Griffiths, Frédéric Jurie, Daniel Keysers, Markus Koskela, Jorma Laaksonen, Diane Larlus, Bastian Leibe, Hongying Meng, Hermann Ney, Bernt Schiele, Cordelia Schmid, Edgar Seemann, John Shawe-Taylor, Amos J. Storkey, Sándor Szedmák, Bill Triggs, Ilkay Ulusoy, Ville Viitaniemi, Jianguo Zhang:
  The 2005 PASCAL Visual Object Classes Challenge. 117-176
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• Ido Dagan, Oren Glickman, Bernardo Magnini:
  The PASCAL Recognising Textual Entailment Challenge. 177-190
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• Diana Pérez, Enrique Alfonseca:
  Using Bleu-like Algorithms for the Automatic Recognition of Entailment. 191-204
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• Lucy Vanderwende, William B. Dolan:
  What Syntax Can Contribute in the Entailment Task. 205-216
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• Milen Kouylekov, Bernardo Magnini:
  Combining Lexical Resources with Tree Edit Distance for Recognizing Textual Entailment. 217-230
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• Jesús Herrera, Anselmo Peñas, Felisa Verdejo:
  Textual Entailment Recognition Based on Dependency Analysis and WordNet. 231-239
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• Maria Teresa Pazienza, Marco Pennacchiotti, Fabio Massimo Zanzotto:
  Learning Textual Entailment on a Distance Feature Space. 240-260
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• Rodrigo de Salvo Braz, Roxana Girju, Vasin Punyakanok, Dan Roth, Mark Sammons:
  An Inference Model for Semantic Entailment in Natural Language. 261-286
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• Oren Glickman, Ido Dagan, Moshe Koppel:
  A Lexical Alignment Model for Probabilistic Textual Entailment. 287-298
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• Dekai Wu:
  Textual Entailment Recognition Using Inversion Transduction Grammars. 299-308
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• Samuel Bayer, John D. Burger, Lisa Ferro, John C. Henderson, Lynette Hirschman, Alexander S. Yeh:
  Evaluating Semantic Evaluations: How RTE Measures Up. 309-331
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• Alina Andreevskaia, Zhuoyan Li, Sabine Bergler:
  Partial Predicate Argument Structure Matching for Entailment Determination. 332-343
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• Rodolfo Delmonte, Sara Tonelli, Marco Aldo Piccolino Boniforti, Antonella Bristot:
  VENSES - A Linguistically-Based System for Semantic Evaluation. 344-371
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• Eamonn Newman, Nicola Stokes, John Dunnion, Joe Carthy:
  Textual Entailment Recognition Using a Linguistically-Motivated Decision Tree Classifier. 372-384
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• Elena Akhmatova, Diego Mollá:
  Recognizing Textual Entailment Via Atomic Propositions. 385-403
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• Johan Bos, Katja Markert:
  Recognising Textual Entailment with Robust Logical Inference. 404-426
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• Daniel Hodges, Christine Clark, Abraham Fowler, Dan I. Moldovan:
  Applying COGEX to Recognize Textual Entailment. 427-448
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• Valentin Jijkoun, Maarten de Rijke:
  Recognizing Textual Entailment: Is Word Similarity Enough?. 449-460
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