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ORCIDDaniel Marcu
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- affiliation: University of Southern California, Information Sciences Institute, Los Angeles, USA
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2020 – today
- 2020
[c87]Daniel Marcu:
Straddling the Boundary between Contribution and Solution Driven Science. KDD 2020: 3602
2010 – 2019
- 2018
- [j15]Ulf Hermjakob, Qiang Li, Daniel Marcu, Jonathan May
, S. J. Mielke, Nima Pourdamghani, Michael Pust, Xing Shi, Kevin Knight, Tomer Levinboim, Kenton Murray, David Chiang, Boliang Zhang, Xiaoman Pan, Di Lu, Ying Lin, Heng Ji:
Incident-Driven Machine Translation and Name Tagging for Low-resource Languages. Mach. Transl. 32(1-2): 59-89 (2018) - [c86]Yonatan Bisk, Kevin J. Shih, Yejin Choi, Daniel Marcu:
Learning Interpretable Spatial Operations in a Rich 3D Blocks World. AAAI 2018: 5028-5036 - 2017
- [c85]Jie Xu, Yuli Han, Daniel Marcu, Mihaela van der Schaar:
Progressive Prediction of Student Performance in College Programs. AAAI 2017: 1604-1610 - [c84]Sudha Rao, Daniel Marcu, Kevin Knight, Hal Daumé III:
Biomedical Event Extraction using Abstract Meaning Representation. BioNLP 2017: 126-135 - [i14]Yonatan Bisk, Kevin J. Shih, Yejin Choi, Daniel Marcu:
Learning Interpretable Spatial Operations in a Rich 3D Blocks World. CoRR abs/1712.03463 (2017) - 2016
- [c83]Yonatan Bisk, Daniel Marcu, William Wong:
Towards a Dataset for Human Computer Communication via Grounded Language Acquisition. AAAI Workshop: Symbiotic Cognitive Systems 2016 - [c82]Sahil Garg, Aram Galstyan, Ulf Hermjakob, Daniel Marcu:
Extracting Biomolecular Interactions Using Semantic Parsing of Biomedical Text. AAAI 2016: 2718-2726 - [c81]Ke M. Tran, Yonatan Bisk, Ashish Vaswani, Daniel Marcu, Kevin Knight:
Unsupervised Neural Hidden Markov Models. SPNLP@EMNLP 2016: 63-71 - [c80]Daniel Marcu:
Keynote lecture: Twenty-five years of intelligent computer communication - a personal perspective. ICCP 2016 - [c79]Eunsol Choi, Matic Horvat, Jonathan May, Kevin Knight, Daniel Marcu:
Extracting Structured Scholarly Information from the Machine Translation Literature. LREC 2016 - [c78]Boliang Zhang, Xiaoman Pan, Tianlu Wang, Ashish Vaswani, Heng Ji, Kevin Knight, Daniel Marcu:
Name Tagging for Low-resource Incident Languages based on Expectation-driven Learning. HLT-NAACL 2016: 249-259 - [c77]Yonatan Bisk, Deniz Yuret, Daniel Marcu:
Natural Language Communication with Robots. HLT-NAACL 2016: 751-761 - [i13]Ke M. Tran, Yonatan Bisk, Ashish Vaswani, Daniel Marcu, Kevin Knight:
Unsupervised Neural Hidden Markov Models. CoRR abs/1609.09007 (2016) - 2015
- [c76]Michael Pust, Ulf Hermjakob, Kevin Knight, Daniel Marcu, Jonathan May:
Parsing English into Abstract Meaning Representation Using Syntax-Based Machine Translation. EMNLP 2015: 1143-1154 - [c75]Pedro A. Szekely, Craig A. Knoblock, Jason Slepicka, Andrew Philpot, Amandeep Singh, Chengye Yin, Dipsy Kapoor, Prem Natarajan, Daniel Marcu, Kevin Knight, David Stallard, Subessware S. Karunamoorthy, Rajagopal Bojanapalli, Steven Minton, Brian Amanatullah, Todd Hughes, Mike Tamayo, David Flynt, Rachel Artiss, Shih-Fu Chang, Tao Chen, Gerald Hiebel, Lidia Silva Ferreira:
Building and Using a Knowledge Graph to Combat Human Trafficking. ISWC (2) 2015: 205-221 - [c74]Pedro A. Szekely, Craig A. Knoblock, Jason Slepicka, Chengye Yin, Andrew Philpot, Amandeep Singh, Dipsy Kapoor, Prem Natarajan, Daniel Marcu, Kevin Knight, David Stallard, Subessware S. Karunamoorthy, Rajagopal Bojanapalli, Steven Minton, Brian Amanatullah, Todd Hughes, Mike Tamayo, David Flynt, Rachel Artiss, Shih-Fu Chang, Tao Chen, Gerald Hiebel, Lidia Silva Ferreira:
Using a Knowledge Graph to Combat Human Trafficking. ISWC (Posters & Demos) 2015 - [i12]Michael Pust, Ulf Hermjakob, Kevin Knight, Daniel Marcu, Jonathan May:
Using Syntax-Based Machine Translation to Parse English into Abstract Meaning Representation. CoRR abs/1504.06665 (2015) - [i11]Sahil Garg, Aram Galstyan, Ulf Hermjakob, Daniel Marcu:
Extracting Biomolecular Interactions Using Semantic Parsing of Biomedical Text. CoRR abs/1512.01587 (2015) - 2013
- [p1]Dragos Stefan Munteanu, Daniel Marcu:
Exploiting Comparable Corpora. Building and Using Comparable Corpora 2013: 205-222 - 2012
- [c73]Markus Dreyer, Daniel Marcu:
HyTER: Meaning-Equivalent Semantics for Translation Evaluation. HLT-NAACL 2012: 162-171 - [c72]Jason Riesa, Daniel Marcu:
Automatic Parallel Fragment Extraction from Noisy Data. HLT-NAACL 2012: 538-542 - 2011
- [c71]Jason Riesa, Ann Irvine, Daniel Marcu:
Feature-Rich Language-Independent Syntax-Based Alignment for Statistical Machine Translation. EMNLP 2011: 497-507 - [c70]Daniel Marcu:
Meaning-equivalent semantics for understanding, generation, translation, and evaluation. IWSLT 2011: 302 - [i10]Hal Daumé III, Daniel Marcu:
Domain Adaptation for Statistical Classifiers. CoRR abs/1109.6341 (2011) - 2010
- [j14]Wei Wang, Jonathan May, Kevin Knight, Daniel Marcu:
Re-structuring, Re-labeling, and Re-aligning for Syntax-Based Machine Translation. Comput. Linguistics 36(2): 247-277 (2010) - [c69]Jason Riesa, Daniel Marcu:
Hierarchical Search for Word Alignment. ACL 2010: 157-166
2000 – 2009
- 2009
- [j13]Hal Daumé III, John Langford, Daniel Marcu:
Search-based structured prediction. Mach. Learn. 75(3): 297-325 (2009) - [i9]Hal Daumé III, John Langford, Daniel Marcu:
Search-based Structured Prediction. CoRR abs/0907.0786 (2009) - [i8]Hal Daumé III, Daniel Marcu:
Induction of Word and Phrase Alignments for Automatic Document Summarization. CoRR abs/0907.0804 (2009) - [i7]Hal Daumé III, Daniel Marcu:
A Noisy-Channel Model for Document Compression. CoRR abs/0907.0806 (2009) - [i6]Hal Daumé III, Daniel Marcu:
A Large-Scale Exploration of Effective Global Features for a Joint Entity Detection and Tracking Model. CoRR abs/0907.0807 (2009) - [i5]Hal Daumé III, Daniel Marcu:
A Bayesian Model for Supervised Clustering with the Dirichlet Process Prior. CoRR abs/0907.0808 (2009) - [i4]Hal Daumé III, Daniel Marcu:
Learning as Search Optimization: Approximate Large Margin Methods for Structured Prediction. CoRR abs/0907.0809 (2009) - 2008
- [c68]Daniel Marcu:
Language Translation Solutions for Community Content. GovAndCom@AMTA 2008: 420-426 - 2007
- [j12]Alexander M. Fraser, Daniel Marcu:
Measuring Word Alignment Quality for Statistical Machine Translation. Comput. Linguistics 33(3): 293-303 (2007) - [j11]Radu Soricut, Daniel Marcu:
Abstractive headline generation using WIDL-expressions. Inf. Process. Manag. 43(6): 1536-1548 (2007) - [c67]Alexander M. Fraser, Daniel Marcu:
Getting the Structure Right for Word Alignment: LEAF. EMNLP-CoNLL 2007: 51-60 - [c66]Wei Wang, Kevin Knight, Daniel Marcu:
Binarizing Syntax Trees to Improve Syntax-Based Machine Translation Accuracy. EMNLP-CoNLL 2007: 746-754 - [c65]Steve DeNeefe, Kevin Knight, Wei Wang, Daniel Marcu:
What Can Syntax-Based MT Learn from Phrase-Based MT? EMNLP-CoNLL 2007: 755-763 - 2006
- [j10]Hal Daumé III, Daniel Marcu:
Domain Adaptation for Statistical Classifiers. J. Artif. Intell. Res. 26: 101-126 (2006) - [c64]Hal Daumé III, Daniel Marcu:
Bayesian Query-Focused Summarization. ACL 2006 - [c63]Alexander M. Fraser, Daniel Marcu:
Semi-Supervised Training for Statistical Word Alignment. ACL 2006 - [c62]Michel Galley, Jonathan Graehl, Kevin Knight, Daniel Marcu, Steve DeNeefe, Wei Wang, Ignacio Thayer:
Scalable Inference and Training of Context-Rich Syntactic Translation Models. ACL 2006 - [c61]Dragos Stefan Munteanu, Daniel Marcu:
Extracting Parallel Sub-Sentential Fragments from Non-Parallel Corpora. ACL 2006 - [c60]Radu Soricut, Daniel Marcu:
Stochastic Language Generation Using WIDL-Expressions and its Application in Machine Translation and Summarization. ACL 2006 - [c59]Radu Soricut, Daniel Marcu:
Discourse Generation Using Utility-Trained Coherence Models. ACL 2006 - [c58]Thiago Alexandre Salgueiro Pardo, Daniel Marcu, Maria das Graças Volpe Nunes:
Unsupervised Learning of Verb Argument Structures. CICLing 2006: 59-70 - [c57]Daniel Marcu, Wei Wang, Abdessamad Echihabi, Kevin Knight:
SPMT: Statistical Machine Translation with Syntactified Target Language Phrases. EMNLP 2006: 44-52 - [c56]Jason Riesa, Behrang Mohit, Kevin Knight, Daniel Marcu:
Building an English-iraqi Arabic machine translation system for spoken utterances with limited resources. INTERSPEECH 2006 - [c55]Wei Wang, Kevin Knight, Daniel Marcu:
Capitalizing Machine Translation. HLT-NAACL 2006 - 2005
- [j9]Dragos Stefan Munteanu, Daniel Marcu:
Improving Machine Translation Performance by Exploiting Non-Parallel Corpora. Comput. Linguistics 31(4): 477-504 (2005) - [j8]Hal Daumé III, Daniel Marcu:
Induction of Word and Phrase Alignments for Automatic Document Summarization. Comput. Linguistics 31(4): 505-530 (2005) - [j7]Hal Daumé III, Daniel Marcu:
A Bayesian Model for Supervised Clustering with the Dirichlet Process Prior. J. Mach. Learn. Res. 6: 1551-1577 (2005) - [c54]Radu Soricut, Daniel Marcu:
Towards Developing Generation Algorithms for Text-to-Text Applications. ACL 2005: 66-74 - [c53]Robert S. Belvin, Emil Ettelaie, Sudeep Gandhe, Panayiotis G. Georgiou, Kevin Knight, Daniel Marcu, Scott Millward, Shrikanth S. Narayanan, Howard Neely, David R. Traum:
Transonics: A Practical Speech-to-Speech Translator for English-Farsi Medical Dialogs. ACL 2005: 89-92 - [c52]Alexander M. Fraser, Daniel Marcu:
ISI's Participation in the Romanian-English Alignment Task. ParallelText@ACL 2005: 91-94 - [c51]Daniel Marcu, Ana-Maria Popescu:
Towards Developing Probabilistic Generative Models for Reasoning with Natural Language Representations. CICLing 2005: 88-99 - [c50]Kevin Knight, Daniel Marcu:
Machine translation in the year 2004. ICASSP (5) 2005: 965-968 - [c49]Hal Daumé III, Daniel Marcu:
Learning as search optimization: approximate large margin methods for structured prediction. ICML 2005: 169-176 - [c48]Jill Burstein, Daniel Marcu:
Translation Exercise Assistant: Automated Generation of Translation. HLT/EMNLP 2005: 16-17 - [c47]Hal Daumé III, Daniel Marcu:
A Large-Scale Exploration of Effective Global Features for a Joint Entity Detection and Tracking Model. HLT/EMNLP 2005: 97-104 - 2004
- [j6]Ulrich Germann, Michael Jahr, Kevin Knight, Daniel Marcu, Kenji Yamada:
Fast and optimal decoding for machine translation. Artif. Intell. 154(1-2): 127-143 (2004) - [c46]Shri Narayanan, S. Ananthakrishnan, Robert S. Belvin, Emil Ettelaie, Sudeep Gandhe, Shadi Ganjavi, Panayiotis G. Georgiou, C. M. Hein, S. Kadambe, Kevin Knight, Daniel Marcu, Howard Neely, Naveen Srinivasamurthy, David R. Traum, Dagen Wang:
The Transonics Spoken Dialogue Translator: An Aid for English-Persian Doctor-Patient Interviews. AAAI Technical Report (4) 2004: 97-103 - [c45]Beata Beigman Klebanov, Kevin Knight, Daniel Marcu:
Text Simplification for Information-Seeking Applications. CoopIS/DOA/ODBASE (1) 2004: 735-747 - [c44]Hal Daumé III, Daniel Marcu:
A Phrase-Based HMM Approach to Document/Abstract Alignment. EMNLP 2004: 119-126 - [c43]Hal Daumé III, Daniel Marcu:
NP Bracketing by Maximum Entropy Tagging and SVM Reranking. EMNLP 2004: 254-261 - [c42]Ignacio Thayer, Emil Ettelaie, Kevin Knight, Daniel Marcu, Dragos Stefan Munteanu, Franz Josef Och, Quamrul Tipu:
The ISI/USC MT system. IWSLT 2004: 59-60 - [c41]Derrick Higgins, Jill Burstein, Daniel Marcu, Claudia Gentile:
Evaluating Multiple Aspects of Coherence in Student Essays. HLT-NAACL 2004: 185-192 - [c40]Dragos Stefan Munteanu, Alexander M. Fraser, Daniel Marcu:
Improved Machine Translation Performance via Parallel Sentence Extraction from Comparable Corpora. HLT-NAACL 2004: 265-272 - [c39]Michel Galley, Mark Hopkins, Kevin Knight, Daniel Marcu:
What's in a translation rule? HLT-NAACL 2004: 273-280 - [e1]Julia Hirschberg, Susan T. Dumais, Daniel Marcu, Salim Roukos:
Human Language Technology Conference of the North American Chapter of the Association for Computational Linguistics, HLT-NAACL 2004, Boston, Massachusetts, USA, May 2-7, 2004. The Association for Computational Linguistics 2004 [contents] - 2003
- [j5]Jill Burstein, Daniel Marcu, Kevin Knight:
Finding the WRITE Stuff: Automatic Identification of Discourse Structure in Student Essays. IEEE Intell. Syst. 18(1): 32-39 (2003) - [j4]Jill Burstein, Daniel Marcu:
A Machine Learning Approach for Identification Thesis and Conclusion Statements in Student Essays. Comput. Humanit. 37(4): 455-467 (2003) - [c38]Abdessamad Echihabi, Daniel Marcu:
A Noisy-Channel Approach to Question Answering. ACL 2003: 16-23 - [c37]Abdessamad Echihabi, Douglas W. Oard, Daniel Marcu, Ulf Hermjakob:
Cross-Language Question Answering at the USC Information Sciences Institute. CLEF 2003: 514-522 - [c36]Abdessamad Echihabi, Douglas W. Oard, Daniel Marcu, Ulf Hermjakob:
Cross-Language Question Answering at the USC Information Sciences Institute. CLEF (Working Notes) 2003 - [c35]Philipp Koehn, Franz Josef Och, Daniel Marcu:
Statistical Phrase-Based Translation. HLT-NAACL 2003 - [c34]Grzegorz Kondrak, Daniel Marcu, Kevin Knight:
Cognates Can Improve Statistical Translation Models. HLT-NAACL 2003 - [c33]Bo Pang, Kevin Knight, Daniel Marcu:
Syntax-based Alignment of Multiple Translations: Extracting Paraphrases and Generating New Sentences. HLT-NAACL 2003 - [c32]Radu Soricut, Daniel Marcu:
Sentence Level Discourse Parsing using Syntactic and Lexical Information. HLT-NAACL 2003 - [c31]Abdessamad Echihabi, Ulf Hermjakob, Eduard H. Hovy, Daniel Marcu, Eric Melz, Deepak Ravichandran:
Multiple-Engine Question Answering in TextMap. TREC 2003: 772-781 - 2002
- [j3]Kevin Knight, Daniel Marcu:
Summarization beyond sentence extraction: A probabilistic approach to sentence compression. Artif. Intell. 139(1): 91-107 (2002) - [j2]Yaser Al-Onaizan, Ulrich Germann, Ulf Hermjakob, Kevin Knight, Philipp Koehn, Daniel Marcu, Kenji Yamada:
Translation with Scarce Bilingual Resources. Mach. Transl. 17(1): 1-17 (2002) - [c30]Daniel Marcu, Abdessamad Echihabi:
An Unsupervised Approach to Recognizing Discourse Relations. ACL 2002: 368-375 - [c29]Hal Daumé III, Daniel Marcu:
A Noisy-Channel Model for Document Compression. ACL 2002: 449-456 - [c28]Radu Soricut, Kevin Knight, Daniel Marcu:
Using a Large Monolingual Corpus to Improve Translation Accuracy. AMTA 2002: 155-164 - [c27]Bryce Benjamin, Kevin Knight, Daniel Marcu:
Translation by the Numbers: Language Weaver. AMTA 2002: 229-231 - [c26]Daniel Marcu, Daniel Wong:
A Phrase-Based, Joint Probability Model for Statistical Machine Translation. EMNLP 2002: 133-139 - [c25]Dragos Stefan Munteanu, Daniel Marcu:
Processing Comparable Corpora With Bilingual Suffix Trees. EMNLP 2002: 289-295 - [c24]Hal Daumé III, Kevin Knight, Irene Langkilde-Geary, Daniel Marcu, Kenji Yamada:
The Importance of Lexicalized Syntax Models for Natural Language Generation Tasks. INLG 2002: 9-16 - [c23]Ulf Hermjakob, Abdessamad Echihabi, Daniel Marcu:
Natural Language Based Reformulation Resource and Wide Exploitation for Question Answering. TREC 2002 - 2001
- [c22]Jill Burstein, Daniel Marcu, Slava Andreyev, Martin Chodorow:
Towards Automatic Classification of Discourse Elements in Essays. ACL 2001: 90-97 - [c21]Ulrich Germann, Michael Jahr, Kevin Knight, Daniel Marcu, Kenji Yamada:
Fast Decoding and Optimal Decoding for Machine Translation. ACL 2001: 228-235 - [c20]Daniel Marcu:
Towards a Unified Approach to Memory- and Statistical-Based Machine Translation. ACL 2001: 378-385 - [c19]Daniel Marcu:
Evaluation as Enabling Tool for Research and Development. NTCIR 2001 - [c18]Daniel Marcu, Donna Harman, Mun-Kew Leong, Takahiro Fukusima, Jun-ichi Fukumoto:
Panel: Way Ahead of IR &Summuraization Research. NTCIR 2001 - [c17]Lynn Carlson, Daniel Marcu, Mary Ellen Okurovsky:
Building a Discourse-Tagged Corpus in the Framework of Rhetorical Structure Theory. SIGDIAL Workshop 2001 - 2000
- [j1]Daniel Marcu:
The Rhetorical Parsing of Unrestricted Texts: A Surface-Based Approach. Comput. Linguistics 26(3): 395-448 (2000) - [c16]Yaser Al-Onaizan, Ulrich Germann, Ulf Hermjakob, Kevin Knight, Philipp Koehn, Daniel Marcu, Kenji Yamada:
Translating with Scarce Resources. AAAI/IAAI 2000: 672-678 - [c15]Kevin Knight, Daniel Marcu:
Statistics-Based Summarization - Step One: Sentence Compression. AAAI/IAAI 2000: 703-710 - [c14]Daniel Marcu, Lynn Carlson, Maki Watanabe:
The Automatic Translation of Discourse Structures. ANLP 2000: 9-17 - [c13]Dan Cristea, Nancy Ide, Daniel Marcu, Valentin Tablan:
An Empirical Investigation of the Relation Between Discourse Structure and Co-Reference. COLING 2000: 208-214 - [c12]Daniel Marcu:
Extending a Formal and Computational Model of Rhetorical Structure Theory with Intentional Structures la Grosz and Sidner. COLING 2000: 523-529 - [c11]Daniel Marcu, Lynn Carlson, Maki Watanabe:
An empirical study of multilingual natural language generation: What Should a Text Planner Do? INLG 2000: 17-23
1990 – 1999
- 1999
- [c10]Daniel Marcu:
A Decision-Based Approach to Rhetorical Parsing. ACL 1999: 365-372 - [c9]Daniel Marcu:
The Automatic Construction of Large-Scale Corpora for Summarization Research. SIGIR 1999: 137-144 - 1998
- [b1]Daniel Marcu:
The rhetorical parsing, summarization, and generation of natural language texts. University of Toronto, Canada, 1998 - [c8]Daniel Marcu:
Improving summarization through rhetorical parsing tuning. VLC@COLING/ACL 1998 - 1997
- [c7]Daniel Marcu:
From Local to Global Coherence: A Bottom-Up Approach to Text Planning. AAAI/IAAI 1997: 629-635 - [c6]Daniel Marcu:
The Rhetorical Parsing of Natural Language Texts. ACL 1997: 96-103 - [c5]Kenneth Tam, J. Lloyd, Yves Lespérance, Hector J. Levesque, Fangzhen Lin, Daniel Marcu, Raymond Reiter, Michael R. M. Jenkin:
Controlling Autonomous Robots with GOLOG. Australian Joint Conference on Artificial Intelligence 1997: 1-12 - 1996
- [c4]Daniel Marcu:
Building Up Rhetorical Structure Trees. AAAI/IAAI, Vol. 2 1996: 1069-1074 - [c3]Daniel Marcu, Graeme Hirst:
A Formal and Computational Characterization of Pragmatic Infelicities. ECAI 1996: 587-591 - 1995
- [c2]Daniel Marcu, Graeme Hirst:
A Uniform Treatment of Pragmatic Inferences in Simple and Complex Utterances and Sequences of Utterances. ACL 1995: 144-150 - [c1]Yves Lespérance, Hector J. Levesque, Fangzhen Lin, Daniel Marcu, Raymond Reiter, Richard B. Scherl:
Foundations of a Logical Approach to Agent Programming. ATAL 1995: 331-346 - [i3]Daniel Marcu, Graeme Hirst:
A Uniform Treatment of Pragmatic Inferences in Simple and Complex Utterances and Sequences of Utterances. CoRR cmp-lg/9504017 (1995) - [i2]Daniel Marcu, Graeme Hirst:
An Implemented Formalism for Computing Linguistic Presuppositions and Existential Commitments. CoRR cmp-lg/9504018 (1995) - [i1]Daniel Marcu:
A Formalism and an Algorithm for Computing Pragmatic Inferences and Detecting Infelicities. CoRR cmp-lg/9504019 (1995)
Coauthor Index
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