D. Marcu

Most-cited papers

Domain Adaptation for Statistical Classifiers
Hal Daumé, D. Marcu
2006Journal of Artificial Intelligence Research921 citations Open access
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What’s in a translation rule?
Michel Galley, Mark Hopkins, Kevin Knight, D. Marcu
2004North American Chapter of the Association for Computational Linguistics558 citations
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A Phrase-Based,Joint Probability Model for Statistical Machine Translation
D. Marcu, D. Wong
2002Conference on Empirical Methods in Natural Language Processing533 citations Open access
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Sentence Level Discourse Parsing using Syntactic and Lexical Information
Radu Soricut, D. Marcu
2003North American Chapter of the Association for Computational Linguistics493 citations Open access
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Improving Machine Translation Performance by Exploiting Non-Parallel Corpora
D. Munteanu, D. Marcu
2005International Conference on Computational Logic475 citations Open access
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Scalable Inference and Training of Context-Rich Syntactic Translation Models
Michel Galley, Jonathan Graehl, Kevin Knight, D. Marcu +3 more
2006Annual Meeting of the Association for Computational Linguistics474 citations Open access
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Bayesian Query-Focused Summarization
Hal Daumé, D. Marcu
2006Annual Meeting of the Association for Computational Linguistics292 citations Open access
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Learning as search optimization: approximate large margin methods for structured prediction
Hal Daumé, D. Marcu
2005International Conference on Machine Learning278 citations
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Syntax-based Alignment of Multiple Translations: Extracting Paraphrases and Generating New Sentences
B. Pang, Kevin Knight, D. Marcu
2003North American Chapter of the Association for Computational Linguistics258 citations Open access
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SPMT: Statistical Machine Translation with Syntactified Target Language Phrases
D. Marcu, Wei Wang, Abdessamad Echihabi, Kevin Knight
2006Conference on Empirical Methods in Natural Language Processing240 citations Open access
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Extracting Parallel Sub-Sentential Fragments from Non-Parallel Corpora
D. Munteanu, D. Marcu
2006Annual Meeting of the Association for Computational Linguistics210 citations Open access
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A Noisy-Channel Approach to Question Answering
Abdessamad Echihabi, D. Marcu
2003Annual Meeting of the Association for Computational Linguistics173 citations Open access
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Evaluating Multiple Aspects of Coherence in Student Essays
D. Higgins, J. Burstein, D. Marcu, C. Gentile
2004North American Chapter of the Association for Computational Linguistics149 citations
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Cognates Can Improve Statistical Translation Models
Grzegorz Kondrak, D. Marcu, Kevin Knight
2003North American Chapter of the Association for Computational Linguistics137 citations Open access
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Natural Language Communication with Robots
Yonatan Bisk, Deniz Yuret, D. Marcu
2016North American Chapter of the Association for Computational Linguistics128 citations Open access
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Improved Machine Translation Performance via Parallel Sentence Extraction from Comparable Corpora
D. Munteanu, Alexander M. Fraser, D. Marcu
2004North American Chapter of the Association for Computational Linguistics115 citations
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Practical structured learning techniques for natural language processing
D. Marcu, Hal Daumé
2006111 citations
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What Can Syntax-Based MT Learn from Phrase-Based MT?
Steve DeNeefe, Kevin Knight, Wei Wang, D. Marcu
2007Conference on Empirical Methods in Natural Language Processing106 citations
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A Large-Scale Exploration of Effective Global Features for a Joint Entity Detection and Tracking Model
Hal Daumé, D. Marcu
2005Human Language Technology - The Baltic Perspectiv105 citations Open access
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Squibs and Discussions: Measuring Word Alignment Quality for Statistical Machine Translation
Alexander M. Fraser, D. Marcu
2007International Conference on Computational Logic104 citations Open access
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Discourse Generation Using Utility-Trained Coherence Models
Radu Soricut, D. Marcu
2006Annual Meeting of the Association for Computational Linguistics95 citations Open access
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Binarizing Syntax Trees to Improve Syntax-Based Machine Translation Accuracy
Wei Wang, Kevin Knight, D. Marcu
2007Conference on Empirical Methods in Natural Language Processing92 citations
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Semi-Supervised Training for Statistical Word Alignment
Alexander M. Fraser, D. Marcu
2006Annual Meeting of the Association for Computational Linguistics90 citations Open access
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Text Simplification for Information-Seeking Applications
Beata Beigman Klebanov, Kevin Knight, D. Marcu
2004CoopIS/DOA/ODBASE88 citations
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Biomedical Event Extraction using Abstract Meaning Representation
Sudha Rao, D. Marcu, Kevin Knight, Hal Daumé
2017Workshop on Biomedical Natural Language Processing85 citations Open access
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HyTER: Meaning-Equivalent Semantics for Translation Evaluation
Markus Dreyer, D. Marcu
2012North American Chapter of the Association for Computational Linguistics84 citations
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Parsing English into Abstract Meaning Representation Using Syntax-Based Machine Translation
M. Pust, U. Hermjakob, Kevin Knight, D. Marcu +1 more
2015Conference on Empirical Methods in Natural Language Processing80 citations Open access
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Getting the Structure Right for Word Alignment: LEAF
Alexander M. Fraser, D. Marcu
2007Conference on Empirical Methods in Natural Language Processing74 citations
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Learning Interpretable Spatial Operations in a Rich 3D Blocks World
Yonatan Bisk, Kevin J. Shih, Yejin Choi, D. Marcu
2017AAAI Conference on Artificial Intelligence65 citations Open access
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Unsupervised Neural Hidden Markov Models
Ke M. Tran, Yonatan Bisk, Ashish Vaswani, D. Marcu +1 more
2016SPNLP@EMNLP63 citations Open access
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A Bayesian Model for Supervised Clustering with the Dirichlet Process Prior
Hal Daumé, D. Marcu
2005Journal of machine learning research58 citations
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Re-structuring, Re-labeling, and Re-aligning for Syntax-Based Machine Translation
Wei Wang, Jonathan May, Kevin Knight, D. Marcu
2010International Conference on Computational Logic54 citations Open access
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Machine translation in the year 2004
Kevin Knight, D. Marcu
2005Proceedings. (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005.49 citations
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Fast and optimal decoding for machine translation
Ulrich Germann, Michael E. Jahr, Kevin Knight, D. Marcu +1 more
2004Artificial Intelligence49 citations Open access
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Multiple-Engine Question Answering in TextMap
Abdessamad Echihabi, U. Hermjakob, E. Hovy, D. Marcu +2 more
2003Text Retrieval Conference49 citations
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Capitalizing Machine Translation
Wei Wang, Kevin Knight, D. Marcu
2006North American Chapter of the Association for Computational Linguistics46 citations Open access
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Extracting Biomolecular Interactions Using Semantic Parsing of Biomedical Text
S. Garg, A. Galstyan, U. Hermjakob, D. Marcu
2015AAAI Conference on Artificial Intelligence44 citations Open access
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Induction of Word and Phrase Alignments for Automatic Document Summarization
Hal Daumé, D. Marcu
2005International Conference on Computational Logic43 citations Open access
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Hierarchical Search for Word Alignment
Jason Riesa, D. Marcu
2010Annual Meeting of the Association for Computational Linguistics42 citations
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A Machine Learning Approach for Identification Thesis and Conclusion Statements in Student Essays
J. Burstein, D. Marcu
2003Computers and the Humanities42 citations
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Progressive Prediction of Student Performance in College Programs
J. Xu, Yuli Han, D. Marcu, M. van der Schaar
2017AAAI Conference on Artificial Intelligence40 citations Open access
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Processing Comparable Corpora With Bilingual Suffix Trees
D. Munteanu, D. Marcu
2002Conference on Empirical Methods in Natural Language Processing37 citations Open access
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Stochastic Language Generation Using WIDL-Expressions and its Application in Machine Translation and Summarization
Radu Soricut, D. Marcu
2006Annual Meeting of the Association for Computational Linguistics33 citations Open access
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Bayesian Multi-Document Summarization at MSE
H. Daum, D. Marcu
200533 citations
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A Phrase-Based HMM Approach to Document/Abstract Alignment
Hal Daumé, D. Marcu
2004Conference on Empirical Methods in Natural Language Processing33 citations
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Name Tagging for Low-resource Incident Languages based on Expectation-driven Learning
Boliang Zhang, Xiao-Man Pan, Tian-Lu Wang, Ashish Vaswani +3 more
2016North American Chapter of the Association for Computational Linguistics30 citations Open access
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Transonics: a speech to speech system for English-Persian interactions
Shrikanth S. Narayanan, Sankaranarayanan Ananthakrishnan, R. Belvin, E. Ettaile +10 more
20032003 IEEE Workshop on Automatic Speech Recognition and Understanding (IEEE Cat. No.03EX721)30 citations
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Towards a Dataset for Human Computer Communication via Grounded Language Acquisition
Yonatan Bisk, D. Marcu, William Wong
2016AAAI Workshop: Symbiotic Cognitive Systems27 citations
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Feature-Rich Language-Independent Syntax-Based Alignment for Statistical Machine Translation
Jason Riesa, Ann Irvine, D. Marcu
2011Conference on Empirical Methods in Natural Language Processing27 citations
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Generic Sentence Fusion is an Ill-Defined Summarization Task
Hal Daumé, D. Marcu
200425 citations
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