citation.bib

@inproceedings{DBLP:conf/icml/LaffertyMP01,
  author    = {John D. Lafferty and
               Andrew McCallum and
               Fernando C. N. Pereira},
  title     = {Conditional Random Fields: Probabilistic Models for Segmenting
               and Labeling Sequence Data},
  booktitle = {ICML},
  year      = {2001},
  pages     = {282-289},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@article{DBLP:journals/scholarpedia/Viterbi09,
  author    = {Andrew J. Viterbi},
  title     = {Viterbi algorithm},
  journal   = {Scholarpedia},
  volume    = {4},
  number    = {1},
  year      = {2009},
  pages     = {6246},
  ee        = {http://www.scholarpedia.org/article/Viterbi_algorithm},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@article{DBLP:journals/siamjo/MoralesN00,
  author    = {Jos{\'e} Luis Morales and
               Jorge Nocedal},
  title     = {Automatic Preconditioning by Limited Memory Quasi-Newton
               Updating},
  journal   = {SIAM Journal on Optimization},
  volume    = {10},
  number    = {4},
  year      = {2000},
  pages     = {1079-1096},
  ee        = {http://dx.doi.org/10.1137/S1052623497327854},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@article{DBLP:journals/coling/DeRose88,
  author    = {Steven J. DeRose},
  title     = {Grammatical Category Disambiguation by Statistical Optimization},
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  volume    = {14},
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  year      = {1988},
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@inproceedings{DBLP:conf/naacl/ShaP03,
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               Fernando C. N. Pereira},
  title     = {Shallow Parsing with Conditional Random Fields},
  booktitle = {HLT-NAACL},
  year      = {2003},
  ee        = {http://acl.ldc.upenn.edu/N/N03/N03-1028.pdf},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@article{DBLP:journals/coling/MarcusSM94,
  author    = {Mitchell P. Marcus and
               Beatrice Santorini and
               Mary Ann Marcinkiewicz},
  title     = {Building a Large Annotated Corpus of English: The Penn Treebank},
  journal   = {Computational Linguistics},
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}

@inproceedings{Feng:2012:TUA:2213836.2213874,
 author = {Feng, Xixuan and Kumar, Arun and Recht, Benjamin and R{\'e}, Christopher},
 title = {Towards a unified architecture for in-RDBMS analytics},
 booktitle = {Proceedings of the 2012 ACM SIGMOD International Conference on Management of Data},
 series = {SIGMOD '12},
 year = {2012},
 isbn = {978-1-4503-1247-9},
 location = {Scottsdale, Arizona, USA},
 pages = {325--336},
 numpages = {12},
 url = {http://doi.acm.org/10.1145/2213836.2213874},
 doi = {10.1145/2213836.2213874},
 acmid = {2213874},
 publisher = {ACM},
 address = {New York, NY, USA},
 keywords = {analytics, convex programming, incremental gradient descent, user-defined aggregate},
} 

@misc{phan2004flexcrfs,
  title={FlexCRFs: Flexible Conditional Random Fields},
  author={Phan, H.X. and Le Nguyen, M.},
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  year={2004}
} 


@inproceedings{chiticariu2010systemt,
  title={Systemt: An algebraic approach to declarative information extraction},
  author={Chiticariu, L. and Krishnamurthy, R. and Li, Y. and Raghavan, S. and Reiss, F.R. and Vaithyanathan, S.},
  booktitle={Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics},
  pages={128--137},
  year={2010},
  organization={Association for Computational Linguistics}
}


@Book{Cunningham2011a,
  author = {Hamish Cunningham and Diana Maynard and Kalina Bontcheva and Valentin Tablan and Niraj Aswani and Ian Roberts and
    Genevieve Gorrell and Adam Funk and Angus Roberts and Danica Damljanovic and Thomas Heitz and Mark A. Greenwood and
    Horacio Saggion and Johann Petrak and Yaoyong Li and Wim Peters},
  title = {{Text Processing with GATE (Version 6)}},
  isbn = {978-0956599315},
  year = 2011,
  url = {http://tinyurl.com/gatebook}
}

@inproceedings{ananthanarayanan2011disk,
  title={Disk-locality in datacenter computing considered irrelevant},
  author={Ananthanarayanan, G. and Ghodsi, A. and Shenker, S. and Stoica, I.},
  booktitle={Proceedings of the 13th USENIX conference on Hot topics in operating systems},
  pages={12--12},
  year={2011},
  organization={USENIX Association}
}

@article{DeWitt:1992:PDS:129888.129894,
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 acmid = {129894},
 publisher = {ACM},
 address = {New York, NY, USA},
 keywords = {parallel database systems, parallel processing systems, parallelism},
}

@article{Bohannon:2009:PSE:1519103.1519107,
 author = {Bohannon, Philip and Merugu, Srujana and Yu, Cong and Agarwal, Vipul and DeRose, Pedro and Iyer, Arun and Jain, Ankur and Kakade, Vinay and Muralidharan, Mridul and Ramakrishnan, Raghu and Shen, Warren},
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 acmid = {1519107},
 publisher = {ACM},
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}

@inproceedings{Li:2011:SDI:2002440.2002459,
 author = {Li, Yunyao and Reiss, Frederick R. and Chiticariu, Laura},
 title = {SystemT: a declarative information extraction system},
 booktitle = {Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies: Systems Demonstrations},
 series = {HLT '11},
 year = {2011},
 isbn = {978-1-932432-90-9},
 location = {Portland, Oregon},
 pages = {109--114},
 numpages = {6},
 url = {http://dl.acm.org/citation.cfm?id=2002440.2002459},
 acmid = {2002459},
 publisher = {Association for Computational Linguistics},
 address = {Stroudsburg, PA, USA},
}

@inproceedings{Grant:2012:MQS:2396761.2398746,
 author = {Grant, Christan Earl and Gumbs, Joir-dan and Li, Kun and Wang, Daisy Zhe and Chitouras, George},
 title = {MADden: query-driven statistical text analytics},
 booktitle = {Proceedings of the 21st ACM international conference on Information and knowledge management},
 series = {CIKM '12},
 year = {2012},
 isbn = {978-1-4503-1156-4},
 location = {Maui, Hawaii, USA},
 pages = {2740--2742},
 numpages = {3},
 url = {http://doi.acm.org/10.1145/2396761.2398746},
 doi = {10.1145/2396761.2398746},
 acmid = {2398746},
 publisher = {ACM},
 address = {New York, NY, USA},
 keywords = {databases, query-driven, text analytics},
} 

@article{Cohen:2009:MSN:1687553.1687576,
 author = {Cohen, Jeffrey and Dolan, Brian and Dunlap, Mark and Hellerstein, Joseph M. and Welton, Caleb},
 title = {MAD skills: new analysis practices for big data},
 journal = {Proc. VLDB Endow.},
 issue_date = {August 2009},
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 number = {2},
 month = aug,
 year = {2009},
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 pages = {1481--1492},
 numpages = {12},
 url = {http://dl.acm.org/citation.cfm?id=1687553.1687576},
 acmid = {1687576},
 publisher = {VLDB Endowment},
} 

@article{Hellerstein:2012:MAL:2367502.2367510,
 author = {Hellerstein, Joseph M. and R{\'e}, Christoper and Schoppmann, Florian and Wang, Daisy Zhe and Fratkin, Eugene and Gorajek, Aleksander and Ng, Kee Siong and Welton, Caleb and Feng, Xixuan and Li, Kun and Kumar, Arun},
 title = {The MADlib analytics library: or MAD skills, the SQL},
 journal = {Proc. VLDB Endow.},
 issue_date = {August 2012},
 volume = {5},
 number = {12},
 month = aug,
 year = {2012},
 issn = {2150-8097},
 pages = {1700--1711},
 numpages = {12},
 url = {http://dl.acm.org/citation.cfm?id=2367502.2367510},
 acmid = {2367510},
 publisher = {VLDB Endowment},
} 

@article{Stonebraker:2012:NON:2366316.2366319,
 author = {Stonebraker, Michael},
 title = {New opportunities for New SQL},
 journal = {Commun. ACM},
 issue_date = {November 2012},
 volume = {55},
 number = {11},
 month = nov,
 year = {2012},
 issn = {0001-0782},
 pages = {10--11},
 numpages = {2},
 url = {http://doi.acm.org/10.1145/2366316.2366319},
 doi = {10.1145/2366316.2366319},
 acmid = {2366319},
 publisher = {ACM},
 address = {New York, NY, USA},
} 

@article{DBLP:journals/corr/abs-1209-2191,
  author    = {Jimmy Lin},
  title     = {MapReduce is Good Enough? If All You Have is a Hammer, Throw
               Away Everything That's Not a Nail!},
  journal   = {CoRR},
  volume    = {abs/1209.2191},
  year      = {2012},
  ee        = {http://arxiv.org/abs/1209.2191},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@inproceedings{Manning:2011:PT9:1964799.1964816,
 author = {Manning, Christopher D.},
 title = {Part-of-speech tagging from 97\% to 100\%: is it time for some linguistics?},
 booktitle = {Proceedings of the 12th international conference on Computational linguistics and intelligent text processing - Volume Part I},
 series = {CICLing'11},
 year = {2011},
 isbn = {978-3-642-19399-6},
 location = {Tokyo, Japan},
 pages = {171--189},
 numpages = {19},
 url = {http://dl.acm.org/citation.cfm?id=1964799.1964816},
 acmid = {1964816},
 publisher = {Springer-Verlag},
 address = {Berlin, Heidelberg},
} 

@article{morales2000automatic,
  title={Automatic preconditioning by limited memory quasi-Newton updating},
  author={Morales, J.L. and Nocedal, J.},
  journal={SIAM Journal on Optimization},
  volume={10},
  number={4},
  pages={1079--1096},
  year={2000},
  publisher={SIAM}
}