% The file contains bibliography on Constraints Conditional Models, to completement a tutorial % given NAACL'12. % The Tutoral slided can be found at: http://l2r.cs.uiuc.edu/%7Edanr/Talks/CCM-NAACL-12-Tutorial-slides.zip % % The bib style is based on ccg.bib, at http://cogcomp.cs.illinois.edu/bib/ccg.bib @article{ChangRaRo12, author= {M. Chang and L. Ratinov and D. Roth}, title= { Structured Learning with Constrained Conditional Models }, journal = { Machine Learning Journal}, comments = {To Appear}, year = {2012}} @conference{DLR12, Author = {Do, Q. and Lu, W. and Roth, D.}, Booktitle = {EMNLP}, Title = {Joint Inference for Event Timeline Construction}, Url = {http://cogcomp.cs.illinois.edu/papers/DoChaRo11.pdf}, Year = {2012}} @conference{SKR12, Author = {Srikumar, V. and Kundu, G. and Roth, D. }, Booktitle = {EMNLP}, Title = {On Amortizing Inference Cost for Structured Prediction}, Year = {2012}} @inproceedings{DenisMu2009, title={Predicting globally-coherent temporal structures from texts via endpoint inference and graph decomposition}, author={Denis, P. and Muller, P.}, booktitle={Proc. of the International Joint Conference on Artificial Intelligence (IJCAI)}, year={2011}} @conference{SCR12, Author = {Samdhani, R. and Chang, M. and Roth, D.}, Booktitle = {NAACL}, Month = {6}, Title = {Unified Expectation Maximization}, Year = {2012}} @conference{CSRRSR11, Address = {Portland, Oregon, USA}, Author = {Chang, K. and Samdani, R. and Rozovskaya, A. and Rizzolo, N. and Sammons, M. and Roth, D.}, Booktitle = {CoNLL Shared Task}, Date-Added = {2012-06-01 23:54:25 -0500}, Date-Modified = {2012-06-01 23:54:25 -0500}, Funding = {MR}, Pages = {40--44}, Publisher = {Association for Computational Linguistics}, Title = {Inference Protocols for Coreference Resolution}, Url = {http://cogcomp.cs.illinois.edu/papers/CSRRSR11.pdf}, Year = {2011}} @inproceedings{ChangCo2011, Address = {Edinburgh, Scotland, UK.}, Author = {Chang, Y. and Collins, M.}, Booktitle = {Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing}, Date-Added = {2012-06-01 23:53:52 -0500}, Date-Modified = {2012-06-01 23:53:58 -0500}, Keywords = {Inference; Lagrangian Relaxation; Joint Inference}, Month = {July}, Pages = {26--37}, Publisher = {Association for Computational Linguistics}, Read = {0}, Title = {Exact Decoding of Phrase-Based Translation Models through Lagrangian Relaxation}, Year = {2011}} @InProceedings{HYBFHPSTTW2011, author = {Hoffart, Johannes and Yosef, Mohamed Amir and Bordino, Ilaria and F\"{u}rstenau, Hagen and Pinkal, Manfred and Spaniol, Marc and Taneva, Bilyana and Thater, Stefan and Weikum, Gerhard}, title = {Robust Disambiguation of Named Entities in Text}, booktitle = {Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing}, month = {July}, year = {2011}, address = {Edinburgh, Scotland, UK.}, publisher = {Association for Computational Linguistics}, pages = {782--792}, url = {http://www.aclweb.org/anthology/D11-1072}} @InProceedings{LWGJ2011, author = {Li, Peng and Wang, Yinglin and Gao, Wei and Jiang, Jing}, title = {Generating Aspect-oriented Multi-Document Summarization with Event-aspect model}, booktitle = {Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing}, month = {July}, year = {2011}, address = {Edinburgh, Scotland, UK.}, publisher = {Association for Computational Linguistics}, pages = {1137--1146}, url = {http://www.aclweb.org/anthology/D11-1105}} @InProceedings{WZHW2011, author = {Wu, Yuanbin and Zhang, Qi and Huang, Xuanjing and Wu, Lide}, title = {Structural Opinion Mining for Graph-based Sentiment Representation}, booktitle = {Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing}, month = {July}, year = {2011}, address = {Edinburgh, Scotland, UK.}, publisher = {Association for Computational Linguistics}, pages = {1332--1341}, url = {http://www.aclweb.org/anthology/D11-1123}} @InProceedings{GRCR2011, author = {Goldwasser, Dan and Reichart, Roi and Clarke, James and Roth, Dan}, title = {Confidence Driven Unsupervised Semantic Parsing}, booktitle = {Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies}, month = {June}, year = {2011}, address = {Portland, Oregon, USA}, publisher = {Association for Computational Linguistics}, pages = {1486--1495}, url = {http://www.aclweb.org/anthology/P11-1149}} @InProceedings{BDG2011, author = {Berant, Jonathan and Dagan, Ido and Goldberger, Jacob}, title = {Global Learning of Typed Entailment Rules}, booktitle = {Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies}, month = {June}, year = {2011}, address = {Portland, Oregon, USA}, publisher = {Association for Computational Linguistics}, pages = {610--619}, url = {http://www.aclweb.org/anthology/P11-1062}} @InProceedings{MayfieldPe2011, author = {Mayfield, Elijah and Penstein Ros\'{e}, Carolyn}, title = {Recognizing Authority in Dialogue with an Integer Linear Programming Constrained Model}, booktitle = {Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies}, month = {June}, year = {2011}, address = {Portland, Oregon, USA}, publisher = {Association for Computational Linguistics}, pages = {1018--1026}, url = {http://www.aclweb.org/anthology/P11-1102}} @InProceedings{IidaPo2011, author = {Iida, Ryu and Poesio, Massimo}, title = {A Cross-Lingual ILP Solution to Zero Anaphora Resolution}, booktitle = {Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies}, month = {June}, year = {2011}, address = {Portland, Oregon, USA}, publisher = {Association for Computational Linguistics}, pages = {804--813}, url = {http://www.aclweb.org/anthology/P11-1081}} @InProceedings{BTGK2011, author = {Berg-Kirkpatrick, Taylor and Gillick, Dan and Klein, Dan}, title = {Jointly Learning to Extract and Compress}, booktitle = {Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies}, month = {June}, year = {2011}, address = {Portland, Oregon, USA}, publisher = {Association for Computational Linguistics}, pages = {481--490}, url = {http://www.aclweb.org/anthology/P11-1049}} @InProceedings{WoodsendLa2011, author = {Woodsend, Kristian and Lapata, Mirella}, title = {Learning to Simplify Sentences with Quasi-Synchronous Grammar and Integer Programming}, booktitle = {Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing}, month = {July}, year = {2011}, address = {Edinburgh, Scotland, UK.}, publisher = {Association for Computational Linguistics}, pages = {409--420}, url = {http://www.aclweb.org/anthology/D11-1038}} @InProceedings{RiedelMc2011, author = {Riedel, Sebastian and McCallum, Andrew}, title = {Fast and Robust Joint Models for Biomedical Event Extraction}, booktitle = {Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing}, month = {July}, year = {2011}, address = {Edinburgh, Scotland, UK.}, publisher = {Association for Computational Linguistics}, pages = {1--12}, url = {http://www.aclweb.org/anthology/D11-1001}} @InProceedings{BDG2010, author = {Berant, Jonathan and Dagan, Ido and Goldberger, Jacob}, title = {Global Learning of Focused Entailment Graphs}, booktitle = {Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics}, month = {July}, year = {2010}, address = {Uppsala, Sweden}, publisher = {Association for Computational Linguistics}, pages = {1220--1229}, url = {http://www.aclweb.org/anthology/P10-1124} } @InProceedings{SRKV2010, author = {Seeker, Wolfgang and Rehbein, Ines and Kuhn, Jonas and Van Genabith, Josef}, title = {Hard Constraints for Grammatical Function Labelling}, booktitle = {Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics}, month = {July}, year = {2010}, address = {Uppsala, Sweden}, publisher = {Association for Computational Linguistics}, pages = {1087--1097}, url = {http://www.aclweb.org/anthology/P10-1111}} @InProceedings{DeMeloWe2010, author = {de Melo, Gerard and Weikum, Gerhard}, title = {Untangling the Cross-Lingual Link Structure of Wikipedia}, booktitle = {Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics}, month = {July}, year = {2010}, address = {Uppsala, Sweden}, publisher = {Association for Computational Linguistics}, pages = {844--853}, url = {http://www.aclweb.org/anthology/P10-1087}} @InProceedings{TomasoniMi2010, author = {Tomasoni, Mattia and Huang, Minlie}, title = {Metadata-Aware Measures for Answer Summarization in Community Question Answering}, booktitle = {Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics}, month = {July}, year = {2010}, address = {Uppsala, Sweden}, publisher = {Association for Computational Linguistics}, pages = {760--769}, url = {http://www.aclweb.org/anthology/P10-1078}} @InProceedings{WoodsendLa2010, author = {Woodsend, Kristian and Lapata, Mirella}, title = {Automatic Generation of Story Highlights}, booktitle = {Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics}, month = {July}, year = {2010}, address = {Uppsala, Sweden}, publisher = {Association for Computational Linguistics}, pages = {565--574}, url = {http://www.aclweb.org/anthology/P10-1058}} @InProceedings{WAY2010, author = {Wisniewski, Guillaume and Allauzen, Alexandre and Yvon, Fran\c{c}ois}, title = {Assessing Phrase-Based Translation Models with Oracle Decoding}, booktitle = {Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing}, month = {October}, year = {2010}, address = {Cambridge, MA}, publisher = {Association for Computational Linguistics}, pages = {933--943}, url = {http://www.aclweb.org/anthology/D10-1091}} @InProceedings{WoodsendLa2010, author = {Woodsend, Kristian and Feng, Yansong and Lapata, Mirella}, title = {Title Generation with Quasi-Synchronous Grammar}, booktitle = {Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing}, month = {October}, year = {2010}, address = {Cambridge, MA}, publisher = {Association for Computational Linguistics}, pages = {513--523}, url = {http://www.aclweb.org/anthology/D10-1050}} @InProceedings{LinBi2010, author = {Lin, Hui and Bilmes, Jeff}, title = {Multi-document Summarization via Budgeted Maximization of Submodular Functions}, booktitle = {Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics}, month = {June}, year = {2010}, address = {Los Angeles, California}, publisher = {Association for Computational Linguistics}, pages = {912--920}, url = {http://www.aclweb.org/anthology/N10-1134}} @InProceedings{GCN2010, author = {Murray, Gabriel and Carenini, Giuseppe and Ng, Raymond}, title = {Interpretation and Transformation for Abstracting Conversations}, booktitle = {Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics}, month = {June}, year = {2010}, address = {Los Angeles, California}, publisher = {Association for Computational Linguistics}, pages = {894--902}, url = {http://www.aclweb.org/anthology/N10-1132}} @conference{RushSoCoJa2010, Author = {Rush, A.M. and Sontag, D. and Collins, M. and Jaakkola, T.}, Booktitle = {Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing}, Date-Added = {2012-06-01 23:52:34 -0500}, Date-Modified = {2012-06-01 23:52:34 -0500}, Keywords = {Dual Decomposition; Joint Inference; LP relaxation;}, Organization = {Association for Computational Linguistics}, Pages = {1--11}, Title = {{On dual decomposition and linear programming relaxations for natural language processing}}, Year = {2010}} @conference{DoChRo11, Address = {Edinburgh, Scotland}, Author = {Do, Q. and Chan, Y. and Roth, D.}, Booktitle = {EMNLP}, Date-Added = {2012-06-01 23:44:46 -0500}, Date-Modified = {2012-06-01 23:44:46 -0500}, Funding = {MR}, Month = {7}, Title = {Minimally Supervised Event Causality Identification}, Url = {http://cogcomp.cs.illinois.edu/papers/DoChaRo11.pdf}, Year = {2011}} @InProceedings{MSFA2011, author = {Martins, Andre and Smith, Noah and Figueiredo, Mario and Aguiar, Pedro}, title = {Dual Decomposition with Many Overlapping Components}, booktitle = {Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing}, month = {July}, year = {2011}, address = {Edinburgh, Scotland, UK.}, publisher = {Association for Computational Linguistics}, pages = {238--249}, url = {http://www.aclweb.org/anthology/D11-1022}} @conference{RizzoloRo10, Address = {Valletta, Malta}, Author = {Rizzolo, N. and Roth, D.}, Booktitle = {LREC}, Comment = {Learning Based Java: a Modeling language that facilitates development of systems with learning and inference componenets.}, Date-Added = {2012-06-01 23:44:04 -0500}, Date-Modified = {2012-06-01 23:44:04 -0500}, Funding = {NSF-SoD}, Month = {5}, Projects = {LBP, CCM}, Title = {Learning Based Java for Rapid Development of NLP Systems}, Url = {http://cogcomp.cs.illinois.edu/papers/RizzoloRo10.pdf}, Year = {2010}} @conference{CGCR10, Author = {Clarke, J. and Goldwasser, D. and Chang, M. and Roth, D.}, Booktitle = {CoNLL}, Comment = {Learning semantic parsers without complex logical form annotations. Supervision provided in the form of a binary feedback signal recieved from an external world.}, Date-Added = {2012-06-01 23:43:35 -0500}, Date-Modified = {2012-06-01 23:43:35 -0500}, Funding = {BL,MR}, Month = {7}, Projects = {NLP, SP, COMP, USS}, Title = {Driving Semantic Parsing from the World's Response}, Url = {http://cogcomp.cs.illinois.edu/papers/CGCR10.pdf}, Year = {2010}} @conference{CSGR10, Author = {Chang, M. and Srikumar, V. and Goldwasser, D. and Roth, D.}, Booktitle = {ICML}, Comment = {indirect supervision, structured learning, joint learning of binary and structured learning tasks}, Date-Added = {2012-06-01 23:43:30 -0500}, Date-Modified = {2012-06-01 23:43:30 -0500}, Funding = {DARPA,SoD,MIAS,MR}, Projects = {CCM,TL}, Title = {Structured Output Learning with Indirect Supervision}, Url = {http://cogcomp.cs.illinois.edu/papers/CSGR10.pdf}, Year = {2010}} @conference{CGRS10, Author = {Chang, M. and Goldwasser, D. and Roth, D. and Srikumar, V.}, Booktitle = {NAACL}, Comment = {learning over latent representation, learning feature representation, intermediate representation, generalized alignment for various NLP tasks}, Date-Added = {2012-06-01 23:43:19 -0500}, Date-Modified = {2012-06-01 23:43:19 -0500}, Funding = {DARPA,SoD,MIAS,MR}, Month = {6}, Projects = {CCM,TL}, Title = {Discriminative Learning over Constrained Latent Representations}, Url = {http://cogcomp.cs.illinois.edu/papers/CGRS10.pdf}, Year = {2010}} @conference{SrikumarRo11, Address = {Edinburgh, Scotland}, Author = {Srikumar, V. and Roth, D.}, Booktitle = {EMNLP}, Date-Added = {2012-06-01 23:42:33 -0500}, Date-Modified = {2012-06-01 23:42:33 -0500}, Title = {A Joint Model for Extended Semantic Role Labeling}, Url = {http://cogcomp.cs.illinois.edu/papers/SrikumarRo11.pdf}, Year = {2011}} @article{GanchevGrGiTa2010, Author = {Ganchev, K. and Gra{\~{c}}a, J. and Gillenwater, J. and Taskar, B.}, Date-Added = {2012-06-01 23:34:56 -0500}, Date-Modified = {2012-06-01 23:40:14 -0500}, Journal = {Journal of Machine Learning Research}, Title = {{Posterior Regularization for Structured Latent Variable Models}}, Year = {2010}} @InProceedings{CGRT2009, author = {Chang, Ming-Wei and Goldwasser, Dan and Roth, Dan and Tu, Yuancheng}, title = {Unsupervised Constraint Driven Learning For Transliteration Discovery}, booktitle = {Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics}, month = {June}, year = {2009}, address = {Boulder, Colorado}, publisher = {Association for Computational Linguistics}, pages = {299--307}, url = {http://www.aclweb.org/anthology/N/N09/N09-1034}} @InProceedings{MezaRe2009, author = {Meza-Ruiz, Ivan and Riedel, Sebastian}, title = {Jointly Identifying Predicates, Arguments and Senses using Markov Logic}, booktitle = {Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics}, month = {June}, year = {2009}, address = {Boulder, Colorado}, publisher = {Association for Computational Linguistics}, pages = {155--163}, url = {http://www.aclweb.org/anthology/N/N09/N09-1018}} @inproceedings{AlthausKaKo04, Address = {Barcelona, Spain}, Author = {Althaus, E. and Karamanis, N. and Koller, A.}, Booktitle = {ACL}, Doi = {10.3115/1218955.1219006}, Month = {July}, Pages = {399--406}, Title = {Computing Locally Coherent Discourses}, Url = {http://www.aclweb.org/anthology/P04-1051}, Year = {2004}} @inproceedings{BarzilayLa06, Address = {New York City, USA}, Author = {Barzilay, R. and Lapata, M.}, Booktitle = {Proceedings of the Human Language Technology Conference of the NAACL, Main Conference}, Month = {June}, Pages = {359--366}, Publisher = {Association for Computational Linguistics}, Title = {Aggregation via Set Partitioning for Natural Language Generation}, Url = {http://www.aclweb.org/anthology/N/N06/N06-1046}, Year = {2006}} @inproceedings{BDLB06, Address = {Sydney, Australia}, Author = {Bramsen, P. and Deshpande, P. and Lee, Y. K. and Barzilay, R.}, Booktitle = {EMNLP}, Month = {July}, Pages = {189--198}, Publisher = {Association for Computational Linguistics}, Title = {Inducing Temporal Graphs}, Url = {http://www.aclweb.org/anthology/W/W06/W06-1623}, Year = {2006}} @inproceedings{ChambersJu08, Author = {Chambers, N. and Jurafsky, D.}, Booktitle = {Proc. of the Conference on Empirical Methods in Natural Language Processing (EMNLP)}, Title = {Jointly Combining Implicit Constraints Improves Temporal Ordering}, Year = {2008}} @inproceedings{CRRR08, Author = {Chang, M. and Ratinov, L. and Rizzolo, N. and Roth, D.}, Booktitle = {Proceedings of the National Conference on Artificial Intelligence (AAAI)}, Funding = {SoD, MIAS, Library, Boeing}, Month = {July}, Projects = {CCM, LBP}, Title = {Learning and Inference with Constraints}, Url = {http://l2r.cs.uiuc.edu/~danr/Papers/CRRR08.pdf}, Year = {2008}} @inproceedings{ChangRaRo08, Author = {Chang, M. and Ratinov, L. and Roth, D.}, Booktitle = {ICML Workshop on Prior Knowledge for Text and Language Processing}, Funding = {SoD, LIBRARY, MIAS}, Month = {July}, Pages = {32-39}, Projects = {USS, IE, CCM}, Title = {Constraints as Prior Knowledge}, Url = {http://l2r.cs.uiuc.edu/~danr/Papers/ChangRaRo08.pdf}, Year = {2008}} @inproceedings{ChangRaRo07, Address = {Prague, Czech Republic}, Author = {Chang, M. and Ratinov, L. and Roth, D.}, Booktitle = {Proc. of the Annual Meeting of the ACL}, Comment = {Semi-supervised learning with very little supervision; Constraints; Constraints Driven Learning; Information Extraction}, Funding = {SoD, Boeing}, Month = {Jun}, Pages = {280--287}, Projects = {USS, CCM, IE}, Publisher = {Association for Computational Linguistics}, Title = {Guiding Semi-Supervision with Constraint-Driven Learning}, Url = {http://l2r.cs.uiuc.edu/~danr/Papers/ChangRaRo07.pdf}, Year = {2007}} @inproceedings{CLHLQLL08, Address = {Manchester, England}, Author = {Che, W. and Li, Z. and Hu, Y. and Li, Y. and Qin, B. and Liu, T. and Li, S.}, Booktitle = {CoNLL}, Month = {August}, Pages = {238--242}, Publisher = {Coling 2008 Organizing Committee}, Title = {A Cascaded Syntactic and Semantic Dependency Parsing System}, Url = {http://www.aclweb.org/anthology/W08-2134}, Year = {2008}} @inproceedings{ChoiBrCa06, Author = {Choi, Y. and Breck, E. and Cardie, C.}, Booktitle = {Proc. of the 2006 Conference on Empirical Methods in Natural Language Processing (EMNLP)}, Title = {Joint Extraction of Entities and Relations for Opinion Recognition}, Year = {2006}} @article{ClarkeLa08, Author = {Clarke, J. and Lapata, M.}, Journal = {Journal of Artificial Intelligence Research (JAIR)}, Pages = {399-429}, Title = {Global Inference for Sentence Compression: An Integer Linear Programming Approach}, Volume = {31}, Year = {2008}} @inproceedings{ClarkeLa07, Author = {Clarke, J. and Lapata, M.}, Booktitle = {Proc. of the Conference on Empirical Methods in Natural Language Processing and on Computational Natural Language Learning (EMNLP-CoNLL)}, Title = {Modelling Compression with Discourse Constraints}, Year = {2007}} @inproceedings{ClarkeLa06, Author = {Clarke, J. and Lapata, M.}, Booktitle = {Proc. of the COLING/ACL 2006 Main Conference Poster Sessions (ACL)}, Title = {Constraint-Based Sentence Compression: An Integer Programming Approach}, Year = {2006}} @inproceedings{Daume08, Address = {Honolulu, Hawaii}, Author = {Daum\'{e} III, Hal}, Booktitle = {Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing}, Month = {October}, Pages = {680--688}, Publisher = {Association for Computational Linguistics}, Title = {Cross-Task Knowledge-Constrained Self Training}, Url = {http://www.aclweb.org/anthology/D08-1071}, Year = {2008}} @inproceedings{DeNeroKl08, Address = {Columbus, Ohio}, Author = {DeNero, J. and Klein, D.}, Booktitle = {Proceedings of ACL-08: HLT, Short Papers}, Month = {June}, Pages = {25--28}, Publisher = {Association for Computational Linguistics}, Title = {The Complexity of Phrase Alignment Problems}, Url = {http://www.aclweb.org/anthology/P/P08/P08-2007}, Year = {2008}} @inproceedings{DenisBa07, Author = {Denis, P. and Baldridge, J.}, Booktitle = {Proc. of the Annual Meeting of the North American Chapter of the Association for Computational Linguistics - Human Language Technology Conference (NAACL-HLT)}, Title = {Joint Determination of Anaphoricity and Coreference Resolution using Integer Programming}, Year = {2007}} @inproceedings{DeshpandeBaKa07, Address = {Rochester, New York}, Author = {Deshpande, P. and Barzilay, R. and Karger, D.}, Booktitle = {Human Language Technologies 2007: The Conference of the North American Chapter of the Association for Computational Linguistics; Proceedings of the Main Conference}, Month = {April}, Pages = {444--451}, Publisher = {Association for Computational Linguistics}, Title = {Randomized Decoding for Selection-and-Ordering Problems}, Url = {http://www.aclweb.org/anthology/N/N07/N07-1056}, Year = {2007}} @inproceedings{FilippovaSt08, Author = {Filippova, K. and Strube, M.}, Booktitle = {INLG}, Title = {Dependency Tree Based Sentence Compression}, Url = {http://www.aclweb.org/anthology-new/W/W08/W08-1105}, Year = {2008}} @inproceedings{FilippovaSt08a, Address = {Honolulu, Hawaii}, Author = {Filippova, K. and Strube, M.}, Booktitle = {EMNLP}, Month = {October}, Pages = {177--185}, Publisher = {Association for Computational Linguistics}, Title = {Sentence Fusion via Dependency Graph Compression}, Url = {http://www.aclweb.org/anthology/D08-1019}, Year = {2008}} @inproceedings{FinkelMa08, Author = {Finkel, J. R. and Manning, C. D.}, Booktitle = {Proc. of the Annual Meeting of the Association for Computational Linguistics - Human Language Technology Conference, Short Papers (ACL-HLT)}, Title = {The Importance of Syntactic Parsing and Inference in Semantic RoleLabeling}, Year = {2008}} @inproceedings{GJKMY01, Address = {Toulouse, France}, Author = {Germann, U. and Jahr, M. and Knight, K. and Marcu, D. and Yamada, K.}, Booktitle = {Proceedings of 39th Annual Meeting of the Association for Computational Linguistics}, Doi = {10.3115/1073012.1073042}, Month = {July}, Pages = {228--235}, Publisher = {Association for Computational Linguistics}, Title = {Fast Decoding and Optimal Decoding for Machine Translation}, Url = {http://www.aclweb.org/anthology/P01-1030}, Year = {2001}} @inproceedings{GracaGaTa07, Author = {Graca, J. V. and Ganchev, K. and Taskar, B.}, Booktitle = {NIPS}, Citeulike-Article-Id = {3152619}, Keywords = {em, nips, semi-supervised}, Posted-At = {2008-08-25 04:24:56}, Priority = {4}, Title = {Expectation Maximization and Posterior Constraints}, Volume = {20}, Year = {2007}} @inproceedings{Klenner07, Address = {Prague, Czech Republic}, Author = {Klenner, M.}, Booktitle = {ACL}, Month = {June}, Pages = {201--204}, Publisher = {Association for Computational Linguistics}, Title = {Shallow Dependency Labeling}, Url = {http://www.aclweb.org/anthology/P07-2051}, Year = {2007}} @inproceedings{Klenner07a, Author = {Klenner, M.}, Booktitle = {RANLP}, Title = {Enforcing Consistency on Coreference Sets}, Year = {2007}} @inproceedings{Klenner06, Author = {Klenner, M.}, Booktitle = {EACL}, Title = {Grammatical Role Labeling with Integer Linear Programming}, Year = {2006}} @inproceedings{KPRY05, Author = {Koomen, P. and Punyakanok, V. and Roth, D. and Yih, W.}, Booktitle = {Proc. of the Annual Conference on Computational Natural Language Learning (CoNLL)}, Comment = {Semantic Parsing; joint inference; integer linear programming; combining SRL systems via joint inference; Top system in CoNLL shared task}, Editor = {Dagan, Ido and Gildea, Dan}, Funding = {MURI, KINDLE, CLUSTER, XPRESSMP}, Pages = {181-184}, Projects = {SM, KINDLE, SRL}, Title = {Generalized Inference with Multiple Semantic Role Labeling Systems (Shared Task Paper)}, Url = {http://l2r.cs.uiuc.edu/~danr/Papers/PunyakanokRoYi05a.pdf}, Year = {2005}} @inproceedings{McDonald07, Author = {McDonald, R.}, Booktitle = {ECIR}, Title = {A Study of Global Inference Algorithms in Multi-Document Summarization}, Year = {2007}} @inproceedings{PRYZ05, Author = {Punyakanok, V. and Roth, D. and Yih, W. and Zimak, D.}, Booktitle = {Proc. of the International Joint Conference on Artificial Intelligence (IJCAI)}, Title = {Learning and Inference over Constrained Output}, Year = {2005}} @inproceedings{PRYZ04, Address = {Geneva, Switzerland}, Author = {Punyakanok, V. and Roth, D. and Yih, W. and Zimak, D.}, Booktitle = {Proc. the International Conference on Computational Linguistics (COLING)}, Comment = {Semantic Parsing; Structure Learning with Expressive Constraints; Constraint Optimization; Integer Linear Programming}, Funding = {ITR-BI, MURI, KINDLE, XPRESSMP}, Month = {August}, Pages = {1346--1352}, Projects = {SP, LnI, CCM, SRL}, Title = {Semantic Role Labeling via Integer Linear Programming Inference}, Url = {http://l2r.cs.uiuc.edu/~danr/Papers/PRYZ04.pdf}, Year = {2004}} @inproceedings{PRYZT04, Author = {Punyakanok, V. and Roth, D. and Yih, W. and Zimak, D. and Tu, Y.}, Booktitle = {Proc. of the Annual Conference on Computational Natural Language Learning (CoNLL)}, Comment = {Semantic Parsing; Structure Learning with Expressive Constraints; Constraint Optimization; Integer Linear Programming}, Editor = {Ng, Hwee Tou and Riloff, Ellen}, Funding = {CAREER, MURI, CAREER, KINDLE, CLUSTER, XPRESSMP}, Pages = {130--133}, Projects = {SM, SRL, CCM}, Title = {Semantic Role Labeling via Generalized Inference over Classifiers (Shared Task Paper)}, Url = {http://l2r.cs.uiuc.edu/~danr/Papers/PRYZT04.pdf}, Year = {2004}} @inproceedings{RiedelCl06, Address = {Sydney, Australia}, Author = {Riedel, S. and Clarke, J.}, Booktitle = {EMNLP}, Month = {July}, Pages = {129--137}, Publisher = {Association for Computational Linguistics}, Title = {Incremental Integer Linear Programming for Non-projective Dependency Parsing}, Url = {http://www.aclweb.org/anthology/W/W06/W06-1616}, Year = {2006}} @inproceedings{RizzoloRo07, Address = {{Irvine, California}}, Author = {Rizzolo, N. and Roth, D.}, Booktitle = {{Proc. of the First International Conference on Semantic Computing (ICSC)}}, Comment = {Learning Based Java: a Modeling language that facilitates developing of systems with learning and inference componenets.}, Funding = {NSF-SoD, LBP}, Month = {September}, Pages = {597-604}, Projects = {LBP, CCM}, Publisher = {{IEEE}}, Title = {{Modeling Discriminative Global Inference}}, Url = {http://l2r.cs.uiuc.edu/~danr/Papers/RizzoloRo07.pdf}, Year = {2007}} @article{Roth05, Author = {Roth, D.}, Booktitle = {Innovations in Machine Learning: Theory and Applications}, Editor = {Jain, L.C. and Holmes, D.}, Funding = {ITR-BI, MURI, TRECC}, Projects = {LBP}, Publisher = {Springer-Verlag}, Title = {Learning based Programming}, Url = {http://l2r.cs.uiuc.edu/~danr/Papers/Roth05.pdf}, Year = {2005}} @inproceedings{RothYi07, Author = {Roth, D. and Yih, W.}, Booktitle = {Introduction to Statistical Relational Learning}, Comment = {Learning and Inference with Constraints; Integer Linear Programming for Information extraction; Simultaneous recognition of entities and Relations}, Editor = {Getoor, Lise and Taskar, Ben}, Funding = {ITR-BI, ARDA, XPRESSMP}, Projects = {LT, LINL, ILP, CCM, NER, PL}, Publisher = {MIT Press}, Title = {Global Inference for Entity and Relation Identification via a Linear Programming Formulation}, Url = {http://l2r.cs.uiuc.edu/~danr/Papers/RothYi07.pdf}, Year = {2007}} @inproceedings{RothYi05, Author = {Roth, D. and Yih, W.}, Booktitle = {Proc. of the International Conference on Machine Learning (ICML)}, Pages = {737--744}, Title = {Integer Linear Programming Inference for Conditional Random Fields}, Year = {2005}} @inproceedings{SagaeMiTs07, Address = {Prague, Czech Republic}, Author = {Sagae, K. and Miyao, Y. and Tsujii, J.}, Booktitle = {ACL}, Month = {June}, Pages = {624--631}, Publisher = {Association for Computational Linguistics}, Title = {HPSG Parsing with Shallow Dependency Constraints}, Url = {http://www.aclweb.org/anthology/P07-1079}, Year = {2007}} @inproceedings{TWLH05, Address = {Ann Arbor, Michigan}, Author = {Tsai, T.H. and Wu, C.W. and Lin, Y.C. and Hsu, W.L.}, Booktitle = {CoNLL}, Month = {June}, Pages = {233--236}, Publisher = {Association for Computational Linguistics}, Title = {Exploiting Full Parsing Information to Label Semantic Roles Using an Ensemble of {ME} and {SVM} via Integer Linear Programming}, Url = {http://www.aclweb.org/anthology/W/W05/W05-0638}, Year = {2005}}