| 2020 | KDD | Straddling the Boundary between Contribution and Solution Driven Science. | Daniel Marcu |
| 2018 | AAAI | Learning Interpretable Spatial Operations in a Rich 3D Blocks World. | Yonatan Bisk, Kevin J. Shih, Yejin Choi, Daniel Marcu |
| 2017 | AAAI | Progressive Prediction of Student Performance in College Programs. | Jie Xu, Yuli Han, Daniel Marcu, Mihaela van der Schaar |
| 2016 | AAAI | Towards a Dataset for Human Computer Communication via Grounded Language Acquisition. | Yonatan Bisk, Daniel Marcu, William Wong |
| 2016 | AAAI | Extracting Biomolecular Interactions Using Semantic Parsing of Biomedical Text. | Sahil Garg, Aram Galstyan, Ulf Hermjakob, Daniel Marcu |
| 2016 | EMNLP | Unsupervised Neural Hidden Markov Models. | Ke M. Tran, Yonatan Bisk, Ashish Vaswani, Daniel Marcu, Kevin Knight |
| 2016 | LREC | Extracting Structured Scholarly Information from the Machine Translation Literature. | Eunsol Choi, Matic Horvat, Jonathan May, Kevin Knight, Daniel Marcu |
| 2016 | NAACL | Natural Language Communication with Robots. | Yonatan Bisk, Deniz Yuret, Daniel Marcu |
| 2016 | NAACL | Name Tagging for Low-resource Incident Languages based on Expectation-driven Learning. | Boliang Zhang, Xiaoman Pan, Tianlu Wang, Ashish Vaswani, Heng Ji, Kevin Knight, Daniel Marcu |
| 2015 | EMNLP | Parsing English into Abstract Meaning Representation Using Syntax-Based Machine Translation. | Michael Pust, Ulf Hermjakob, Kevin Knight, Daniel Marcu, Jonathan May |
| 2012 | NAACL | HyTER: Meaning-Equivalent Semantics for Translation Evaluation. | Markus Dreyer, Daniel Marcu |
| 2012 | NAACL | Automatic Parallel Fragment Extraction from Noisy Data. | Jason Riesa, Daniel Marcu |
| 2011 | EMNLP | Feature-Rich Language-Independent Syntax-Based Alignment for Statistical Machine Translation. | Jason Riesa, Ann Irvine, Daniel Marcu |
| 2010 | ACL | Hierarchical Search for Word Alignment. | Jason Riesa, Daniel Marcu |
| 2008 | AMTA | Language Translation Solutions for Community Content. | Daniel Marcu |
| 2007 | EMNLP | What Can Syntax-Based MT Learn from Phrase-Based MT? | Steve DeNeefe, Kevin Knight, Wei Wang, Daniel Marcu |
| 2007 | EMNLP | Getting the Structure Right for Word Alignment: LEAF. | Alexander M. Fraser, Daniel Marcu |
| 2007 | EMNLP | Binarizing Syntax Trees to Improve Syntax-Based Machine Translation Accuracy. | Wei Wang, Kevin Knight, Daniel Marcu |
| 2006 | ACL | Bayesian Query-Focused Summarization. | Hal Daum III, Daniel Marcu |
| 2006 | ACL | Semi-Supervised Training for Statistical Word Alignment. | Alexander M. Fraser, Daniel Marcu |
| 2006 | ACL | Scalable Inference and Training of Context-Rich Syntactic Translation Models. | Michel Galley, Jonathan Graehl, Kevin Knight, Daniel Marcu, Steve DeNeefe, Wei Wang, Ignacio Thayer |
| 2006 | ACL | Extracting Parallel Sub-Sentential Fragments from Non-Parallel Corpora. | Dragos Stefan Munteanu, Daniel Marcu |
| 2006 | ACL | Stochastic Language Generation Using WIDL-Expressions and its Application in Machine Translation and Summarization. | Radu Soricut, Daniel Marcu |
| 2006 | ACL | Discourse Generation Using Utility-Trained Coherence Models. | Radu Soricut, Daniel Marcu |
| 2006 | CICLING | Unsupervised Learning of Verb Argument Structures. | Thiago Alexandre Salgueiro Pardo, Daniel Marcu, Maria das Graas Volpe Nunes |
| 2006 | EMNLP | SPMT: Statistical Machine Translation with Syntactified Target Language Phrases. | Daniel Marcu, Wei Wang, Abdessamad Echihabi, Kevin Knight |
| 2006 | Interspeech | Building an English-iraqi Arabic machine translation system for spoken utterances with limited resources. | Jason Riesa, Behrang Mohit, Kevin Knight, Daniel Marcu |
| 2006 | NAACL | Capitalizing Machine Translation. | Wei Wang, Kevin Knight, Daniel Marcu |
| 2005 | ACL | Transonics: A Practical Speech-to-Speech Translator for English-Farsi Medical Dialogs. | Robert S. Belvin, Emil Ettelaie, Sudeep Gandhe, Panayiotis G. Georgiou, Kevin Knight, Daniel Marcu, Scott Millward, Shrikanth S. Narayanan, Howard Neely, David R. Traum |
| 2005 | ACL | ISI's Participation in the Romanian-English Alignment Task. | Alexander M. Fraser, Daniel Marcu |
| 2005 | ACL | Towards Developing Generation Algorithms for Text-to-Text Applications. | Radu Soricut, Daniel Marcu |
| 2005 | CICLING | Towards Developing Probabilistic Generative Models for Reasoning with Natural Language Representations. | Daniel Marcu, Ana-Maria Popescu |
| 2005 | ICASSP | Machine translation in the year 2004. | Kevin Knight, Daniel Marcu |
| 2005 | ICML | Learning as search optimization: approximate large margin methods for structured prediction. | Hal Daum III, Daniel Marcu |
| 2005 | NAACL | Translation Exercise Assistant: Automated Generation of Translation. | Jill Burstein, Daniel Marcu |
| 2005 | NAACL | A Large-Scale Exploration of Effective Global Features for a Joint Entity Detection and Tracking Model. | Hal Daum III, Daniel Marcu |
| 2004 | CoopIS | Text Simplification for Information-Seeking Applications. | Beata Beigman Klebanov, Kevin Knight, Daniel Marcu |
| 2004 | EMNLP | A Phrase-Based HMM Approach to Document/Abstract Alignment. | Hal Daum III, Daniel Marcu |
| 2004 | EMNLP | NP Bracketing by Maximum Entropy Tagging and SVM Reranking. | Hal Daum III, Daniel Marcu |
| 2004 | NAACL | What's in a translation rule? | Michel Galley, Mark Hopkins, Kevin Knight, Daniel Marcu |
| 2004 | NAACL | Evaluating Multiple Aspects of Coherence in Student Essays. | Derrick Higgins, Jill Burstein, Daniel Marcu, Claudia Gentile |
| 2004 | NAACL | Improved Machine Translation Performance via Parallel Sentence Extraction from Comparable Corpora. | Dragos Stefan Munteanu, Alexander M. Fraser, Daniel Marcu |
| 2003 | ACL | A Noisy-Channel Approach to Question Answering. | Abdessamad Echihabi, Daniel Marcu |
| 2003 | NAACL | Statistical Phrase-Based Translation. | Philipp Koehn, Franz Josef Och, Daniel Marcu |
| 2003 | NAACL | Cognates Can Improve Statistical Translation Models. | Grzegorz Kondrak, Daniel Marcu, Kevin Knight |
| 2003 | NAACL | Syntax-based Alignment of Multiple Translations: Extracting Paraphrases and Generating New Sentences. | Bo Pang, Kevin Knight, Daniel Marcu |
| 2003 | NAACL | Sentence Level Discourse Parsing using Syntactic and Lexical Information. | Radu Soricut, Daniel Marcu |
| 2002 | ACL | A Noisy-Channel Model for Document Compression. | Hal Daum III, Daniel Marcu |
| 2002 | ACL | An Unsupervised Approach to Recognizing Discourse Relations. | Daniel Marcu, Abdessamad Echihabi |
| 2002 | AMTA | Translation by the Numbers: Language Weaver. | Bryce Benjamin, Kevin Knight, Daniel Marcu |
| 2002 | AMTA | Using a Large Monolingual Corpus to Improve Translation Accuracy. | Radu Soricut, Kevin Knight, Daniel Marcu |
| 2002 | EMNLP | A Phrase-Based, Joint Probability Model for Statistical Machine Translation. | Daniel Marcu, Daniel Wong |
| 2002 | EMNLP | Processing Comparable Corpora With Bilingual Suffix Trees. | Dragos Stefan Munteanu, Daniel Marcu |
| 2002 | INLG | The Importance of Lexicalized Syntax Models for Natural Language Generation Tasks. | Hal Daum III, Kevin Knight, Irene Langkilde-Geary, Daniel Marcu, Kenji Yamada |
| 2001 | ACL | Towards Automatic Classification of Discourse Elements in Essays. | Jill Burstein, Daniel Marcu, Slava Andreyev, Martin Chodorow |
| 2001 | ACL | Fast Decoding and Optimal Decoding for Machine Translation. | Ulrich Germann, Michael Jahr, Kevin Knight, Daniel Marcu, Kenji Yamada |
| 2001 | ACL | Towards a Unified Approach to Memory- and Statistical-Based Machine Translation. | Daniel Marcu |
| 2001 | SIGdial | Building a Discourse-Tagged Corpus in the Framework of Rhetorical Structure Theory. | Lynn Carlson, Daniel Marcu, Mary Ellen Okurovsky |
| 2000 | AAAI | Translating with Scarce Resources. | Yaser Al-Onaizan, Ulrich Germann, Ulf Hermjakob, Kevin Knight, Philipp Koehn, Daniel Marcu, Kenji Yamada |
| 2000 | AAAI | Statistics-Based Summarization - Step One: Sentence Compression. | Kevin Knight, Daniel Marcu |
| 2000 | COLING | An Empirical Investigation of the Relation Between Discourse Structure and Co-Reference. | Dan Cristea, Nancy Ide, Daniel Marcu, Valentin Tablan |
| 2000 | COLING | Extending a Formal and Computational Model of Rhetorical Structure Theory with Intentional Structures la Grosz and Sidner. | Daniel Marcu |
| 2000 | INLG | An empirical study of multilingual natural language generation: What Should a Text Planner Do? | Daniel Marcu, Lynn Carlson, Maki Watanabe |
| 1999 | ACL | A Decision-Based Approach to Rhetorical Parsing. | Daniel Marcu |
| 1999 | SIGIR | The Automatic Construction of Large-Scale Corpora for Summarization Research. | Daniel Marcu |
| 1997 | AAAI | From Local to Global Coherence: A Bottom-Up Approach to Text Planning. | Daniel Marcu |
| 1997 | ACL | The Rhetorical Parsing of Natural Language Texts. | Daniel Marcu |
| 1996 | AAAI | Building Up Rhetorical Structure Trees. | Daniel Marcu |
| 1996 | ECAI | A Formal and Computational Characterization of Pragmatic Infelicities. | Daniel Marcu, Graeme Hirst |
| 1995 | ACL | A Uniform Treatment of Pragmatic Inferences in Simple and Complex Utterances and Sequences of Utterances. | Daniel Marcu, Graeme Hirst |