Publications

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Multi-strategy approaches to active learning for statistical machine translation Vamshi Ambati, Stephan Vogel, and Jaime Carbonell 2011 In Proceedings of the 13th Machine Translation Summit, 2011. 
Towards task recommendation in micro-task markets  Vamshi Ambati, Stephan Vogel, and Jaime Carbonell 2011 In the Proceedings of the 3rd workshop on Human Computation, AAAI, 2011. 
Active learning with multiple annotations for comparable data classification task  Vamshi Ambati, Sanjika Hewavitharana, Stephan Vogel, and Jaime Carbonell 2011 In the Proceedings of Building Comparable Corpora Workshop, ACL, 2011. 
Unsupervised bilingual POS tagging with markov random fields Desai Chen, Chris Dyer, Shay B. Cohen, and Noah A. Smith 2011 In Proceedings of the First Workshop on Unsupervised Learning in NLP. 2011. 
Better hypothesis testing for machine translation: controlling for optimizer instability.  Jonathan H. Clark, Chris Dyer, Alon Lavie, and Noah A. Smith.  2011 In Proceedings of Association for Computational Linguistics, 2011. 
Unsupervised structure prediction with non-parallel multilingual guidance.  Shay B. Cohen, Dipanjan Das, and Noah A. Smith.  2011 Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 2011. 
Quasi-synchronous phrase dependency grammars for machine translation.  Kevin Gimpel and Noah A. Smith.  2011 In Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing. 
Using Semantic Cues to Learn Syntax Tahira Naseem, Regina Barzilay 2011 Proceedings of the 2011 Conference of Association for the Advancement of Artificial Intelligence 
Collaborative Workflow for Crowdsourcing Translation Vamshi Ambati, Stephan Vogel, and Jaime Carbonell 2012 In Proceedings of the 2012 ACM Conference on Computer Supported Cooperative Work 
Transliteration by sequence labeling with lattice encodings and reranking Waleed Ammar, Chris Dyer, and Noah A. Smith.  2012 In proceedings of the 4th Named Entity Workshop (NEWS) 2012. 
pycdec: A python interface to cdec Victor Chahuneau, Noah A. Smith, and Chris Dyer 2012 Prague Bulletin of Mathematical Linguistics, 2012. 
The CMU-Oxford translation system for the NIST Open Machine Translation 2012 evaluation. Chris Dyer, Noah A. Smith, Graham Morehead, Phil Blunsom, and Abby Levenberg.  2012  
Type-supervised hidden markov models for part-of-speech tagging with incomplete tag dictionaries.  Dan Garrette and Jason Baldridge.  2012 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning. 
Concavity and initialization for unsupervised dependency parsing.  Kevin Gimpel and Noah A. Smith.  2012 In Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. 
Structured ramp loss minimization for machine translation.  Kevin Gimpel and Noah A. Smith.  2012 In Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. 
A bayesian model for learning scfgs with discontiguous rules.  Abby Levenberg, Chris Dyer, and Phil Blunsom.  2012 In Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning. 
Selective sharing for multilingual dependency parsing.  Tahira Naseem, Regina Barzilay, and Amir Globerson.  2012 In Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, 2012. 
Towards probabilistic acceptors and transducers for feature structures.  Daniel Quernheim and Kevin Knight.  2012 In Proceedings of the Sixth Workshop on Syntax, Semantics and Structure in Statistical Translation, 2012. 
DAGGER: A toolkit for automata on directed acyclic graphs.  Daniel Quernheim and Kevin Knight.  2012 In Proceedings of Finite-State Methods in Natural Language Processing, 2012. 
Joint feature selection in distributed stochastic learning for large-scale discriminative training in SMT.  Patrick Simianer, Stefan Riezler, and Chris Dyer.  2012 In Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, 2012. 
Learning to map into a universal POS tagset  Yuan Zhang, Roi Reichart, Regina Barzilay, and Amir Globerson.  2012 In Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning. 
Semantics-Based Machine Translation with Hyperedge Replacement Grammars Bevan Jones, Jacob Andreas, Daniel Bauer, Karl Moritz Hermann, and Kevin Knight 2012 Proceedings of the 2012 International Conference on Computational Linguistics, COLING. 
Learning a part-of-speech tagger from two hours of annotation Dan Garrette and Jason Baldridge 2013 Proceedings of the 2013 Conference of the North American Chapter of the Association for Computational Linguistics 
Real-World Semi-Supervised Learning of POS-Taggers for Low-Resource Languages Dan Garrette, Jason Mielens, and Jason Baldridge 2013 Proceedings of the 2013 Conference of the Annual Meeting of the Association for Computational Linguistics. 
Parsing Graphs with Hyperedge Replacement Grammars David Chiang, Jacob Andreas, Daniel Bauer, Karl Moritz Hermann, Bevan Jones, and Kevin Knight 2013 Proceedings of the 2013 Association for Computational Linguistics, ACL. 
Knowledge-Rich Morphological Priors for Bayesian Language Models Victor Chahuneau, Noah A. Smith, Chris Dyer 2013 NAACL 
A Simple, Fast, and Effective Reparameterization of IBM Model 2 Chris Dyer, Victor Chahuneau and Noah A. Smith 2013 NAACL 
Transfer Learning for Constituency-based Grammars Yuan Zhang, Amir Globerson and Regina Barzilay 2013 To appear in Proceedings of the 2013 Conference of the Association for Computational Linguistics 
Large-Scale Discriminative Training for Statistical Machine Translation Using Held-Out Line Search Jeffrey Flanigan, Chris Dyer and Jaime Carbonell 2013 Proceedings of NAACL 
A Framework for (Under)specifying Dependency Syntax without Overloading Annotators Nathan Schneider, Brendan O'Connor, Naomi Saphra, David Bamman, Manaal Faruqui, Jason Baldridge, Noah A. Smith, and Chris Dyer 2013 ACL Linguistic Annotation Workshop (LAW 2013) 
Generating English Determiners in Phrase-Based Translation with Synthetic Translation Options Yulia Tsvetkov, Chris Dyer, Lori Levin and Archna Bhatia 2013 In Proceedings of the Eighth Workshop on Machine Translation. 
Translating into Morphologically Rich Languages with Synthetic Phrases Victor Chahuneau, Eva Schlinger, Chris Dyer, and Noah A. Smith 2013 Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP 2013) 
Weakly-supervised Bayesian learning of a CCG supertagger Dan Garrette, Chris Dyer, Jason Baldridge, and Noah A. Smith 2014 In Proceedings of the Annual Meeting of the Association for Computational Linguistics. 
Phrase dependency machine translation with quasi-synchronous tree-to-tree features Kevin Gimpel and Noah A. Smith 2014 Computational Linguistics 40(2). 
A discriminative graph-based parser for the abstract meaning representation Jeff Flanigan, Sam Thomson, Jaime Carbonell, Chris Dyer, and Noah A. Smith 2014 In Proceedings of the Annual Meeting of the Association for Computational Linguistics. 
CMU: Arc-Factored, Discriminative Semantic Dependency Parsing  Sam Thomson, Brendan O'Connor, Jeffrey Flanigan, David Bamman, Jesse Dodge, Swabha Swayamdipta, Nathan Schneider, Chris Dyer, and Noah A. Smith 2014 Proceedings of the International (COLING) Workshop on Semantic Evaluations (SemEval 2014) 
A Dependency Parser for Tweets Lingpeng Kong, Nathan Schneider, Swabha Swayamdipta, Archna Bhatia, Chris Dyer, and Noah A. Smith 2014 EMNLP 2014 
Conditional Random Field Autoencoders for Unsupervised Structured Prediction Waleed Ammar, Chris Dyer, Noah A. Smith 2014 NIPS 
Automatic Classification of Communicative Functions of Definiteness Archna Bhatia, Chu-Cheng Lin, Nathan Schneider, Yulia Tsvetkov, Fatima Talib Al-Raisi, Laleh Roostapour, Jordan Bender, Abhimanu Kumar, Lori Levin, Mandy Simons and Chris Dyer 2014 COLING 
Unified Annotation Scheme for the Semantic/Pragmatic Components of Definiteness Archna Bhatia, Mandy Simons, Lori Levin, Yulia Tsvetkov, Chris Dyer and Jordan Bender. 2014 LREC 
Augmenting English Adjective Senses with Supersenses Yulia Tsvetkov, Nathan Schneider, Dirk Hovy, Archna Bhatia, Manaal Faruqui and Chris Dyer.  2014 LREC 
Augmenting Translation Models with Simulated Acoustic Confusions for Improved Spoken Language Translation. Yulia Tsvetkov, Florian Metze, and Chris Dyer. 2014 EACL 
Metaphor Detection with Cross-Lingual Model Transfer. Yulia Tsvetkov, Leonid Boytsov, Anatole Gershman, Eric Nyberg, and Chris Dyer. 2014 ACL 
Weakly-Supervised Grammar-Informed Bayesian CCG Parser Learning Dan Garrette, Chris Dyer, Jason Baldridge, Noah A. Smith 2015 In Proceedings of the 2015 Conference on Artificial Intelligence (AAAI) 
A Supertag-Context Model for Weakly-Supervised CCG Parser Learning Dan Garrette, Chris Dyer, Jason Baldridge, and Noah A. Smith 2015 CoNLL 
Unsupervised POS Induction with Word Embeddings Chu-Cheng Lin, Waleed Ammar, Chris Dyer, and Lori Levin 2015 NAACL 
Improved Transition-based Parsing by Modeling Characters instead of Words with LSTMs Miguel Ballesteros, Chris Dyer, and Noah A. Smith 2015 EMNLP 
http://homes.cs.washington.edu/~nasmith/papers/dyer+ballesteros+ling+matthews+smith.acl15.pdf Chris Dyer, Miguel Ballesteros, Wang Ling, Austin Matthews, and Noah A. Smith 2015 ACL 
Sparse Overcomplete Word Vector Representations Manaal Faruqui, Yulia Tsvetkov, Dani Yogatama, Chris Dyer, and Noah A. Smith 2015 ACL 
Toward Abstractive Summarization Using Semantic Representations Fei Liu, Jeffrey Flanigan, Sam Thomson, Norman Sadeh, and Noah A. Smith 2015 NAACL 
Unifying Bayesian Inference and Vector Space Models for Improved Decipherment  Qing Dou, Ashish Vaswani, Kevin Knight and Chris Dyer 2015 ACL 
How Much Information Does a Human Translator Add to the Original? Barret Zoph, Marjan Ghazvininejad and Kevin Knight 2015 EMNLP 
Constraint-Based Models of Lexical Borrowing. Yulia Tsvetkov, Waleed Ammar, and Chris Dyer. 2015 NAACL 
Lexicon Stratification for Translating Out-of-Vocabulary Words. Yulia Tsvetkov and Chris Dyer. 2015 ACL 
Not All Contexts Are Created Equal: Better Word Representations with Variable Attention. Wang Ling, Chu-Cheng Lin, Yulia Tsvetkov, Silvio Amir, Ramón Fernandez Astudillo, Chris Dyer, Alan W Black and Isabel Trancoso. 2015 EMNLP 
Evaluation of Word Vector Representations by Subspace Alignment.  Yulia Tsvetkov, Manaal Faruqui, Wang Ling, Guillaume Lample and Chris Dyer. 2015 EMNLP 
Cross-Lingual Bridges with Models of Lexical Borrowing.  Yulia Tsvetkov and Chris Dyer.  2015 JAIR 
Randomized Greedy Inference for Joint Segmentation, POS Tagging and Dependency Parsing Yuan Zhang, Chengtao Li, Regina Barzilay, and Kareem Darwish 2015 NAACL 
An Unsupervised Method for Uncovering Morphological Chains Karthik Narasimhan, Regina Barzilay and Tommi Jaakkola 2015 TACL 
Parse Imputation for Dependency Annotations  Jason Mielens, Liang Sun, and Jason Baldridge 2015 ACL 
Transition-Based Dependency Parsing with Stack Long Short-Term Memory” Chris Dyer, Miguel Ballesteros, Wang Ling, Austin Matthews, and Noah A. Smith 2015 ACL 
Showing 61 items
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