Publications
Filter publications by topic: All, Parsing, Machine Translation, Machine Learning
2008
!IS_A_LIST Two Languages are Better than One (for Syntactic Parsing), David Burkett and Dan Klein, In proceedings of EMNLP 2008. [pdf]
!IS_A_LIST Sampling Alignment Structure under a Bayesian Translation Model, John DeNero, Alex Bouchard-Côté, and Dan Klein, In proceedings of EMNLP 2008. [pdf]
!IS_A_LIST Fully Distributed EM for Very Large Datasets, Jason Wolfe, Aria Haghighi, and Dan Klein, In proceedings of ICML 2008. [pdf] [slides]
!IS_A_LIST Learning Bilingual Lexicons from Monolingual Corpora, Aria Haghighi, Percy Liang, Taylor Berg-Kirkpatrick, and Dan Klein, In proceedings of ACL 2008. [pdf] [slides]
!IS_A_LIST Structured Compilation: Trading off Structure for Features, Percy Liang, Hal Daume, and Dan Klein, In proceedings of ICML 2008. [pdf] [slides]
!IS_A_LIST Analyzing the Errors of Unsupervised Induction, Percy Liang and Dan Klein, In proceedings of ACL 2008. [pdf] [slides]
!IS_A_LIST The Complexity of Phrase Alignment Models, John DeNero and Dan Klein, In proceedings of ACL Short Paper Track 2008. [pdf] [slides]
!IS_A_LIST Discriminative Log-Linear Grammars with Latent Variables, Slav Petrov and Dan Klein, In proceedings of NIPS 2008. [pdf] [slides] [bib]
!IS_A_LIST A Probabilistic Approach to Language Change, Alexandre Bouchard-Côté, Percy Liang, Thomas Griffiths, and Dan Klein, In proceedings of NIPS 2008. [pdf] [slides]
!IS_A_LIST Agreement-Based Learning, Percy Liang, Dan Klein, and Michael Jordan, In proceedings of NIPS 2008. [pdf] [slides]
2007
!IS_A_LIST Mixture-of-Parents Maximum Entropy Markov Models, David Rosenberg, Dan Klein, and Ben Taskar, In proceedings of Uncertainty in Artificial Intelligence (UAI) 2007. [pdf]
!IS_A_LIST A Probabilistic Approach to Diachronic Phonology, Alexandre Bouchard-Côté, Percy Liang, Thomas Griffiths, and Dan Klein, In proceedings of EMNLP 2007. [pdf] [slides]
!IS_A_LIST The Infinite PCFG using Hierarchical Dirichlet Processes, Percy Liang, Slav Petrov, Michael Jordan, and Dan Klein, In proceedings of EMNLP 2007. [pdf] [slides]
!IS_A_LIST Learning Structured Models for Phone Recognition, Slav Petrov, Adam Pauls, and Dan Klein, In proceedings of EMNLP-CoNLL 2007. [pdf] [slides] [bib]
!IS_A_LIST A* Search via Approximate Factoring, Aria Haghighi, John DeNero, and Dan Klein, In proceedings of AAAI (Nectar Track) 2007. [pdf]
!IS_A_LIST Learning and Inference for Hierarchically Split PCFGs, Slav Petrov and Dan Klein, In proceedings of AAAI (Nectar Track) 2007. [pdf] [slides] [bib]
!IS_A_LIST Unsupervised Coreference Resolution in a Nonparametric Bayesian Model, Aria Haghighi and Dan Klein, In proceedings of ACL 2007. [pdf] [slides] [bib]
!IS_A_LIST Tailoring Word Alignments to Syntactic Machine Translation, John DeNero and Dan Klein, In proceedings of ACL 2007. [pdf] [slides]
!IS_A_LIST Improved Inference for Unlexicalized Parsing, Slav Petrov and Dan Klein, In proceedings of HLT-NAACL 2007. [pdf] [slides] [bib]
!IS_A_LIST Approximate Factoring for A* Search, Aria Haghighi, John DeNero, and Dan Klein, In proceedings of HLT-NAACL 2007. [pdf] [slides] [bib]
2006
!IS_A_LIST Learning Accurate, Compact, and Interpretable Tree Annotation, Slav Petrov, Leon Barrett, Romain Thibaux, and Dan Klein, In proceedings of COLING-ACL 2006. [pdf] [slides] [bib]
!IS_A_LIST Non-Local Modeling with a Mixture of PCFGs, Slav Petrov, Leon Barrett, and Dan Klein, In proceedings of CoNLL 2006. [pdf] [slides] [bib]
!IS_A_LIST An End-to-End Discriminative Approach to Machine Translation, Percy Liang, Alexandre Bouchard-Côté, Dan Klein, and Ben Taskar, In proceedings of COLING-ACL 2006. [pdf] [slides] [bib]
!IS_A_LIST Why Generative Phrase Models Underperform Surface Heuristics, John DeNero, Dan Gillick, James Zhang, and Dan Klein, Workshop on Statistical Machine Translation at HLT-NAACL 2006. [pdf] [slides] [bib]
!IS_A_LIST Alignment by Agreement, Percy Liang, Ben Taskar, and Dan Klein, In proceedings of NAACL 2006. [pdf] [slides] [bib]
!IS_A_LIST Protoype-Driven Learning for Sequence Models, Aria Haghighi and Dan Klein, In proceedings of HLT-NAACL 2006. [pdf] [slides] [bib]
!IS_A_LIST Protoype-Driven Grammar Induction, Aria Haghighi and Dan Klein, In proceedings of COLING-ACL 2006. [pdf] [slides] [bib]
!IS_A_LIST Word Alignment Via Quadratic Assignment, Simon Lacoste-Julien, Ben Taskar, Dan Klein, and Michael Jordan, In proceedings of NAACL 2006. [pdf] [bib]
2005
!IS_A_LIST Robust Textual Inference via Graph Matching, Aria Haghighi, Andrew Ng, and Christopher Manning, In proceedings of HLT-EMNLP 2005. [pdf] [bib]
!IS_A_LIST A Discriminative Matching Approach to Word Alignment, Ben Taskar, Simon Lacoste-Julien, and Dan Klein, In proceedings of EMNLP 2005. [pdf] [bib]
!IS_A_LIST The Unsupervised Learning of Natural Language Structure, Dan Klein, Ph. D. Thesis, Stanford University 2005. [pdf]
!IS_A_LIST Unsupervised Learning of Field Segmentation Models for Information Extraction, Trond Grenager, Dan Klein, and Chris Manning, In Proceedings of the Association for Computational Linguistics (ACL) 2005. [pdf]
2004
!IS_A_LIST Corpus-Based Induction of Syntactic Structure: Models of Dependency and Constituency, Dan Klein and Chris Manning, In Proceedings of the Association for Computational Linguistics (ACL) 2004. [pdf]
!IS_A_LIST Max-Margin Parsing, Ben Taskar, Dan Klein, Michael Collins, Daphne Koller, and Chris Manning, In Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP) 2004. [pdf]
!IS_A_LIST Review of Data-Oriented Parsing, edited by Rens Bod, Remko Scha, and Khalil Sima'an, Dan Klein, Computational Linguistics 2004.
2003
!IS_A_LIST Accurate Unlexicalized Parsing, Dan Klein and Chris Manning, In Proceedings of the Association for Computational Linguistics (ACL) 2003. [pdf]
!IS_A_LIST Factored A* Search for Models over Sequences and Trees, Dan Klein and Chris Manning, In Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI) 2003. [pdf]
!IS_A_LIST A* Parsing: Fast Exact Viterbi Parse Selection, Dan Klein and Chris Manning, In Proceedings of the North American Chapter of the Association for Computational Linguistics (NAACL) 2003. [pdf]
!IS_A_LIST Named Entity Recognition with Character-Level Models, Dan Klein, Joseph Smarr, Huy Nguyen, and Chris Manning, In Proceedings of the Conference on Natural Language Learning (CoNLL) 2003. [pdf]
!IS_A_LIST Feature-Rich Part-of-Speech Tagging with a Cyclic Dependency Network, Kristina Toutanova, Dan Klein, Chris Manning, and Yoram Singer, In Proceedings of the North American Chapter of the Association for Computational Linguistics (NAACL) 2003. [pdf]
!IS_A_LIST Spectral Learning, Sepandar Kamvar, Dan Klein, and Chris Manning, In Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI) 2003. [pdf]
2002
!IS_A_LIST A Generative Constituent-Context Model for Improved Grammar Induction, Dan Klein and Chris Manning, In Proceedings of the Association for Computational Linguistics (ACL) 2002. [pdf]
!IS_A_LIST Parsing and Hypergraphs, Dan Klein and Chris Manning, Bunt, Carroll, and Satta, eds. , New Developments in Parsing Technology, Kluwer Academic Publishers 2002.
!IS_A_LIST Fast Exact Inference with a Factored Model for Natural Language Processing, Dan Klein and Chris Manning, In Advances in Neural Information Processing Systems 15 (NIPS) 2002. [pdf]
!IS_A_LIST Conditional Structure versus Conditional Estimation in NLP Models, Dan Klein and Chris Manning, In Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP) 2002. [pdf]
!IS_A_LIST Combining Heterogeneous Classifiers for Word-Sense Disambiguation, Dan Klein, Kristina Toutanova, Tolga Ilhan, Sepandar Kamvar, and Chris Manning, ACL Workshop on Word Sense Disambiguation 2002. [pdf]
!IS_A_LIST From Instance-level Constraints to Space-Level Constraints: Making the Most of Prior Knowledge in Data Clustering, Dan Klein, Sepandar Kamvar, and Chris Manning, In Proceedings of the International Conference on Machine Learning (ICML) 2002. [pdf]
!IS_A_LIST Interpreting and Extending Classical Agglomerative Clustering Algorithms using a Model-Based Approach, Sepandar Kamvar, Dan Klein, and Chris Manning, In Proceedings of the International Conference on Machine Learning (ICML) 2002. [pdf]
!IS_A_LIST Evaluating Strategies for Similarity Search on the Web, Taher Haveliwala, Aristides Gionis, Dan Klein,, and Piotr Indyk, In Proceedings of the International World Wide Web Conference (WWW) 2002. [pdf]
2001
!IS_A_LIST Natural Language Grammar Induction Using a Constituent-Context Model, Dan Klein and Chris Manning, In Advances in Neural Information Processing Systems (NIPS) 2001. [pdf]
!IS_A_LIST Distributional Phrase Structure Induction, Dan Klein and Chris Manning, In Proceedings of the Conference on Natural Language Learning (CoNLL) 2001. [pdf]
!IS_A_LIST Parsing and Hypergraphs, Dan Klein and Chris Manning, In Proceedings of the International Workshop on Parsing Technologies (IWPT) 2001. [pdf]
!IS_A_LIST Parsing with Treebank Grammars: Empirical Bounds, Theoretical Models, and the Structure of the Penn Treebank, Dan Klein and Chris Manning, In Proceedings of the Association for Computational Linguistics (ACL) 2001. [pdf]
!IS_A_LIST An O(n^3) Agenda-Based Chart Parser for Arbitrary Probabilistic Context-Free Grammars, Dan Klein and Chris Manning, Stanford Technical Report 2001. [pdf]