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2nd International Workshop on Statistics Relational AI (StarAI), 2012, Catalina Island, CA. An Invited Talk on Constrained Conditional Models: Integer Linear Programming Formulations for Natural Language Understanding August 2012.
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NIPS 2011 Domain Adaptation Workshop, Sierra Nevada, Spain. An Invited Talk on Adaptation without Retraining December 2011.
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IJCAI 2011 Workshop on Agents Learning Interactively
from Human Teachers, Barcelona, Spain (and other places). An Invited Talk on Learning from Natural Instructions July 2011.
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Microsoft Research, Redmond, WA. Constraints Driven Learning for Natural Language Understanding. June 2011.
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Language Technologies Institute Colloquium, Carnegie Mellon University, Pittsburgh, PA. Constraints Driven Structured Learning with Indirect Supervision. April 2010.
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Computational Linguistics Colloquium, Saarland University and the Max Planck Institute, Saarland, Germany. Constrained Conditional Models: Learning and Inference in Natural Language Understanding. January 2010
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NAACL-HLT 2009 Workshop on Integer Linear Programming for Natural Language Processing. Invited talk on Constrained Conditional Models: Learning and Inference for Natural Language Understanding. (June 2009)
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University of Edinburgh Constrained Conditional Models for Global Learning and Inference (February 2008)
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The Director's Seminar @ The Beckman Institute of Advanced Science and Technology, University of Illinois at Urbana-Champaign. Natural Language Processing via Global Inference and Learning (November 2007)
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AAAI-2006, The American Association of Artificial Intelligence. An Invited talk on Global Inference and Learning: Towards Natural Language Understanding (July 2006) Abstract
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Empirical Modeling of Semantic Equivalence and Entailment (Workshop co-located with ACL-2005). An Invited talk on Knowledge Representation and Inference Models for Textual Entailment (June 2005)
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BIC'04. An Invited talk on Learning and Inference in Natural Language: from Stand Alone Learning Tasks to Structured Representations (Nov. 2004) Abstract
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The European Conference on Machine Learning (ECML), 2002. An Invited talk on Reasoning with Classifiers (Aug. 2002)
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The Conference on Empirical Methods in Natural Langauge Processing (EMNLP), 2002. An Invited talk on Learning and Inference in Natural Language (July 2002)
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Snowbird'02. A talk on Generalization bounds, projection profile, and margin distribution. (April 2002)
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NIPS-14 Poster: Efficiency versus Convergence of Boolean Kernels for On-Line Learning Algorithms (Dec. 2001)
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LLL-ILP invited talk on Natural Language: Relational Learning using Propositional Algorithms. (Sept. 2001)
