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 When using UWSPF, please acknowledge it by citing:
 
-> Artzi, Yoav and Zettlemoyer, Luke. "UW SPF: The University of Washington Semantic Parsing Framework." http://yoavartzi.com/spf.  2013.
+Artzi, Yoav and Zettlemoyer, Luke. "UW SPF: The University of Washington Semantic Parsing Framework." http://yoavartzi.com/spf.  2013.
 
 **Bibtex:**
 
 ### Validation based learning, joint inference and coarse-to-fine lexical generation
 (Classes: JointValidationSensitivePerceptron, JointModel, IJointFeatureSet, JointTemplatedAbstractLexiconGenerator, TemplatedAbstractLexiconGenerator)
 
-[Weakly Supervised Learning of Semantic Parsers for Mapping Instructions to Actions](http://yoavartzi.com/pub/az-tacl.2013.pdf). Yoav Artzi and Luke Zettlemoyer. In Transactions of the Association for Computational Linguistics (TACL), 2013.
+Yoav Artzi and Luke Zettlemoyer. [Weakly Supervised Learning of Semantic Parsers for Mapping Instructions to Actions](http://yoavartzi.com/pub/az-tacl.2013.pdf). In Transactions of the Association for Computational Linguistics (TACL), 2013.
 
 ### Loss sensitive learning
 (Classes: LossSensitivePerceptronCKY)
 
-[Bootstrapping Semantic Parsers from Conversations](http://yoavartzi.com/pub/2011.emnlp.az.pdf). Yoav Artzi and Luke Zettlemoyer. In Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), 2011.
+Yoav Artzi and Luke Zettlemoyer. [Bootstrapping Semantic Parsers from Conversations](http://yoavartzi.com/pub/2011.emnlp.az.pdf). In Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), 2011.
 
 ### Unification-based learning
 (Classes: UBLStocGradient, UBLPerceptron)
 
-[Inducing Probabilistic CCG Grammars from Logical Form with Higher-order Unification](http://homes.cs.washington.edu/~lsz/papers/kzgs-emnlp2010.pdf). Tom Kwiatkowski, Luke Zettlemoyer, Sharon Goldwater, and Mark Steedman. In Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), 2010.
+Tom Kwiatkowski, Luke Zettlemoyer, Sharon Goldwater, and Mark Steedman. [Inducing Probabilistic CCG Grammars from Logical Form with Higher-order Unification](http://homes.cs.washington.edu/~lsz/papers/kzgs-emnlp2010.pdf). In Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), 2010.
 
 ### Factored lexicons
 (Classes: FactoredLexicon, Lexeme, LexicalTemplate)
 
-[Lexical Generalization in CCG Grammar Induction for Semantic Parsing](http://homes.cs.washington.edu/~lsz/papers/kzgs-emnlp2011.pdf). Tom Kwiatkowski, Luke Zettlemoyer, Sharon Goldwater, and Mark Steedman. In Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), 2011.
+Tom Kwiatkowski, Luke Zettlemoyer, Sharon Goldwater, and Mark Steedman. [Lexical Generalization in CCG Grammar Induction for Semantic Parsing](http://homes.cs.washington.edu/~lsz/papers/kzgs-emnlp2011.pdf). In Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), 2011.
 
 ### Template-driven lexical induction
 (Classes: FactoredGENLEXPerceptron)
 
-[Online Learning of Relaxed CCG Grammars for Parsing to Logical Form](http://homes.cs.washington.edu/~lsz/papers/zc-emnlp07.pdf). Luke S. Zettlemoyer and Michael Collins. In Proceedings of the Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL), 2007.
+Luke Zettlemoyer and Michael Collins. [Online Learning of Relaxed CCG Grammars for Parsing to Logical Form](http://homes.cs.washington.edu/~lsz/papers/zc-emnlp07.pdf). In Proceedings of the Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL), 2007.
 
-[Learning to Map Sentences to Logical Form: Structured Classification with Probabilistic Categorial Grammars](http://homes.cs.washington.edu/~lsz/papers/zc-uai05.pdf). Luke S. Zettlemoyer and Michael Collins. In Proceedings of the Twenty First Conference on Uncertainty in Artificial Intelligence (UAI), 2005.
+Luke Zettlemoyer and Michael Collins. [Learning to Map Sentences to Logical Form: Structured Classification with Probabilistic Categorial Grammars](http://homes.cs.washington.edu/~lsz/papers/zc-uai05.pdf). In Proceedings of the Twenty First Conference on Uncertainty in Artificial Intelligence (UAI), 2005.
 
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