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%%%%%%%%%%%%%%%%%%%%%%
%%%% Bibliography %%%%
%%%%%%%%%%%%%%%%%%%%%%
%%%%%%%%%%%%%
%% General %%
%%%%%%%%%%%%%
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editor = {Textor, Mark},
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series = {Sammlung Philosophie},
address = {G"ottingen},
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}
@article{Cohen:60,
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}
@article{Viterbi:67,
author = {Andrew J. Viterbi},
title = {{Error bounds for convolutional codes and an
asymptotically optimum decoding algorithm}},
journal = {{IEEE} Trans. Information Theory},
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timestamp = {Wed, 09 Mar 2016 15:07:45 +0100},
biburl =
{http://dblp.uni-trier.de/rec/bib/journals/tit/Viterbi67},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@book{Hjelmslev:70,
title = {{Language: An Introduction}},
author = {Louis Hjelmslev},
isbn = {9780608018805},
lccn = {70098119},
url = {https://books.google.de/books?id=UnL\_AQAACAAJ},
year = {1970},
publisher = {University of Wisconsin Press}
}
@article{Needleman:70,
author = {Needleman, S. and Wunsch, C.},
title = {{A general method applicable to the search for
similarities in the amino acid sequence of two
proteins}},
journal = {Journal of Molecular Biology},
month = mar,
number = {3},
pages = {443--453},
url = {http://dx.doi.org/10.1016/0022-2836(70)90057-4},
volume = {48},
year = {1970}
}
@article{Dempster:77,
author = {A. P. Dempster and N. M. Laird and D. B. Rubin},
title = {{Maximum likelihood from incomplete data via the EM algorithm}},
journal = {JOURNAL OF THE ROYAL STATISTICAL SOCIETY, SERIES B},
year = {1977},
volume = {39},
number = {1},
pages = {1--38}
}
@article{Landis:77,
author = {Landis, J. R. and Koch, G. G.},
title = {{The measurement of observer agreement for categorical
data}},
journal = {Biometrics},
pages = {159--174},
number = {33},
year = {1977}
}
@inproceedings{Pearl:82,
author = {Judea Pearl},
title = {{Reverend {B}ayes on Inference Engines: {A} Distributed
Hierarchical Approach}},
booktitle = {{Proceedings of the National Conference on Artificial
Intelligence. Pittsburgh, PA, August 18-20, 1982.}},
pages = {133--136},
year = {1982},
crossref = {DBLP:conf/aaai/1982},
url = {http://www.aaai.org/Library/AAAI/1982/aaai82-032.php},
timestamp = {Tue, 19 Nov 2013 18:10:38 +0100},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/aaai/Pearl82},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@book{Bernard:86,
author = {Bernard, John R. L.},
title = {{The Macquarie Thesaurus}},
year = {1986},
publisher = {Macquarie Library},
address = {Sydney, Australia},
}
@article{Rabiner:86,
author = {L. R. Rabiner and B. H. Juang},
title = {{An introduction to hidden Markov models}},
journal = {IEEE ASSp Magazine},
year = {1986}
}
@incollection{Rumelhart:88,
author = {Rumelhart, David E. and Hinton, Geoffrey E. and Williams, Ronald J.},
chapter = {{Learning Representations by Back-propagating Errors}},
title = {{Neurocomputing: Foundations of Research}},
editor = {Anderson, James A. and Rosenfeld, Edward},
year = {1988},
isbn = {0-262-01097-6},
pages = {696--699},
numpages = {4},
url = {http://dl.acm.org/citation.cfm?id=65669.104451},
acmid = {104451},
publisher = {MIT Press},
address = {Cambridge, MA, USA},
}
@article{Liu:89,
author = {Dong C. Liu and Jorge Nocedal},
title = {{On the limited memory {BFGS} method for large scale optimization}},
journal = {Math. Program.},
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number = {1-3},
pages = {503--528},
year = {1989},
url = {http://dx.doi.org/10.1007/BF01589116},
doi = {10.1007/BF01589116},
timestamp = {Wed, 25 Jan 4434919 15:53:52 +},
biburl = {http://dblp.uni-trier.de/rec/bib/journals/mp/LiuN89},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@incollection{Rabiner:90,
author = {Rabiner, Lawrence R.},
chapter = {{A Tutorial on Hidden Markov Models and Selected
Applications in Speech Recognition}},
title = {{Readings in Speech Recognition}},
editor = {Waibel, Alex and Lee, Kai-Fu},
year = {1990},
isbn = {1-55860-124-4},
pages = {267--296},
numpages = {30},
url = {http://dl.acm.org/citation.cfm?id=108235.108253},
acmid = {108253},
publisher = {Morgan Kaufmann Publishers Inc.},
address = {San Francisco, CA, USA},
}
@article{Brown:92,
author = {Peter F. Brown and Vincent J. Della Pietra and Peter
V. de Souza and Jennifer C. Lai and Robert
L. Mercer},
title = {{Class-Based N-gram Models of Natural Language}},
journal = {Computational Linguistics},
volume = {18},
number = {4},
pages = {467--479},
year = {1992},
timestamp = {Thu, 21 Dec 2006 11:12:22 +0100},
biburl = {http://dblp.uni-trier.de/rec/bib/journals/coling/BrownPdLM92},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@inproceedings{Cohen:95,
author = {William W. Cohen},
title = {{Learning Trees and Rules with Set-valued Features}},
booktitle = {{Proceedings of the Twelfth International Conference
on Machine Learning (ICML-95)}},
year = {1995},
pages = {709--716}
}
@article{Miller:95,
author = {Miller, George A.},
title = {{WordNet: A Lexical Database for {E}nglish}},
journal = {Communications of ACM},
issue_date = {Nov. 1995},
volume = {38},
number = {11},
month = nov,
year = {1995},
issn = {0001-0782},
pages = {39--41},
numpages = {3},
url = {http://doi.acm.org/10.1145/219717.219748},
doi = {10.1145/219717.219748},
acmid = {219748},
publisher = {ACM},
address = {New York, NY, USA},
}
@inproceedings{Schmid:95,
author = {Helmut Schmid},
title = {{Probabilistic Part-of-Speech Tagging Using Decision Trees}},
booktitle = {{Proceedings of the ACL SIGDAT-Workshop}},
year = {1995},
location = {Dublin, Ireland},
}
@article{Hochreiter:97,
author = {Sepp Hochreiter and J{\"{u}}rgen Schmidhuber},
title = {{Long Short-Term Memory}},
journal = {Neural Computation},
volume = {9},
number = {8},
pages = {1735--1780},
year = {1997},
url = {http://dx.doi.org/10.1162/neco.1997.9.8.1735},
doi = {10.1162/neco.1997.9.8.1735},
timestamp = {Thu, 17 Nov 2011 16:24:23 +0100},
biburl =
{http://dblp.uni-trier.de/rec/bib/journals/neco/HochreiterS97},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@article{Brin:98,
author = {Sergey Brin and Lawrence Page},
title = {{The Anatomy of a Large-Scale Hypertextual Web Search
Engine}},
journal = {Computer Networks},
volume = {30},
number = {1-7},
pages = {107--117},
year = {1998},
url = {http://dx.doi.org/10.1016/S0169-7552(98)00110-X},
doi = {10.1016/S0169-7552(98)00110-X},
timestamp = {Thu, 27 Nov 2003 12:41:04 +0100},
biburl = {http://dblp.uni-trier.de/rec/bib/journals/cn/BrinP98},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@book{Knuth:98,
author = {Knuth, Donald E.},
title = {{The Art of Computer Programming, Volume 3: (2Nd Ed.)
Sorting and Searching}},
year = {1998},
isbn = {0-201-89685-0},
publisher = {Addison Wesley Longman Publishing Co., Inc.},
address = {Redwood City, CA, USA},
}
@article{Kleinberg:99,
author = {Jon M. Kleinberg},
title = {{Authoritative Sources in a Hyperlinked Environment}},
journal = {J. {ACM}},
volume = {46},
number = {5},
pages = {604--632},
year = {1999},
url = {http://doi.acm.org/10.1145/324133.324140},
doi = {10.1145/324133.324140},
timestamp = {Thu, 26 Jan 2012 17:31:31 +0100},
biburl = {http://dblp.uni-trier.de/rec/bib/journals/jacm/Kleinberg99},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@book{Manning:99,
author = {Christopher D. Manning and Hinrich Sch\"utze},
title = {{Foundations of Statistical Natural Language Processing}},
year = {1999},
isbn = {0-262-13360-1},
publisher = {MIT Press},
address = {Cambridge, MA, USA}
}
@inproceedings{Joachims:99,
author = {Thorsten Joachims},
booktitle = {{Advances in Kernel Methods -- Support Vector Learning }},
publisher = {MIT Press},
timestamp = {2013-11-23T20:11:51.000+0100},
title = {{Making large-Scale SVM Learning Practical}},
year = { 1999 }
}
@inproceedings{McCallum:00,
author = {Andrew McCallum and Dayne Freitag and Fernando
C. N. Pereira},
title = {{Maximum Entropy Markov Models for Information
Extraction and Segmentation}},
booktitle = {{Proceedings of the Seventeenth International Conference
on Machine Learning {(ICML} 2000), Stanford
University, Stanford, CA, USA, June 29 - July 2,
2000}},
pages = {591--598},
year = {2000},
crossref = {DBLP:conf/icml/2000},
timestamp = {Sun, 21 Feb 2010 20:54:50 +0100},
biburl =
{http://dblp.uni-trier.de/rec/bib/conf/icml/McCallumFP00},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@article{Nigam:00,
author = {Kamal Nigam and Andrew McCallum and Sebastian Thrun and
Tom M. Mitchell},
title = {{Text Classification from Labeled and Unlabeled
Documents using {EM}}},
journal = {Machine Learning},
volume = {39},
number = {2/3},
pages = {103--134},
year = {2000}
}
@article{Schapire:00,
author = {Robert E. Schapire and Yoram Singer},
title = {{BoosTexter: {A} Boosting-based System for Text
Categorization}},
journal = {Machine Learning},
volume = {39},
number = {2/3},
pages = {135--168},
year = {2000},
url = {http://dx.doi.org/10.1023/A:1007649029923},
doi = {10.1023/A:1007649029923},
timestamp = {Thu, 26 May 2011 15:25:14 +0200},
biburl =
{http://dblp.uni-trier.de/rec/bib/journals/ml/SchapireS00},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@inproceedings{Blum:01,
author = {Avrim Blum and Shuchi Chawla},
title = {{Learning from Labeled and Unlabeled Data using Graph
Mincuts}},
booktitle = {{Proceedings of the Eighteenth International Conference
on Machine Learning {(ICML} 2001), Williams College,
Williamstown, MA, USA, June 28 - July 1, 2001}},
pages = {19--26},
year = {2001},
crossref = {DBLP:conf/icml/2001},
timestamp = {Wed, 27 Nov 2002 10:53:35 +0100},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/icml/BlumC01},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@inproceedings{Crammer:01,
author = {Koby Crammer and Yoram Singer},
title = {{Pranking with Ranking}},
booktitle = {{NIPS}},
pages = {641--647},
year = {2001}
}
@inproceedings{Hatzivassi:01,
author = {Vasileios Hatzivassiloglou and Judith L. Klavans and
Melissa L. Holcombe and Regina Barzilay and Min-yen
Kan and Kathleen R. Mckeown},
title = {{Simfinder: A flexible clustering tool for
summarization}},
booktitle = {{Proceedigs of the Workshop on Automatic
Summarization, NAACL}},
year = {2001}
}
@inproceedings{Lafferty:01,
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 = {{Proceedings of the Eighteenth International Conference
on Machine Learning {(ICML} 2001), Williams College,
Williamstown, MA, USA, June 28 - July 1, 2001}},
pages = {282--289},
year = {2001},
crossref = {DBLP:conf/icml/2001},
timestamp = {Wed, 27 Nov 2002 10:53:35 +0100},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/icml/LaffertyMP01},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@inproceedings{Collins:02,
author = {Michael Collins},
title = {{Discriminative Training Methods for Hidden Markov
Models: Theory and Experiments with Perceptron
Algorithms}},
booktitle = {{Proceedings of the 2002 Conference on Empirical Methods
in Natural Language Processing, {EMNLP} 2002,
Philadelphia, PA, USA, July 6-7, 2002}},
year = {2002},
crossref = {DBLP:conf/emnlp/2002},
url = {https://aclanthology.info/papers/W02-1001/w02-1001},
timestamp = {Thu, 25 Jan 2018 15:23:57 +0100},
biburl = {https://dblp.org/rec/bib/conf/emnlp/Collins02},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{Crammer:03,
author = {Koby Crammer and Yoram Singer},
title = {{Ultraconservative Online Algorithms for Multiclass
Problems}},
journal = {Journal of Machine Learning Research},
volume = {3},
pages = {951--991},
year = {2003},
url = {http://www.jmlr.org/papers/v3/crammer03a.html},
timestamp = {Thu, 05 Feb 2004 13:43:02 +0100},
biburl = {https://dblp.org/rec/bib/journals/jmlr/CrammerS03},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@techreport{Zhu:02,
author = {Xiaojin Zhu and Zoubin Ghahramani},
title = {{Learning from Labeled and Unlabeled Data with Label
Propagation, CMU-CALD-02-107}},
institution = {Carnegie Mellon University},
year = {2002}
}
@article{Forman:03,
author = {George Forman},
title = {{An Extensive Empirical Study of Feature Selection
Metrics for Text Classification}},
journal = {Journal of Machine Learning Research},
volume = {3},
pages = {1289--1305},
year = {2003}
}
@inproceedings{Taskar:03,
author = {Benjamin Taskar and Carlos Guestrin and Daphne Koller},
title = {{Max-Margin Markov Networks}},
booktitle = {{Advances in Neural Information Processing Systems 16
[Neural Information Processing Systems, {NIPS} 2003,
December 8-13, 2003, Vancouver and Whistler, British
Columbia, Canada]}},
pages = {25--32},
year = {2003},
crossref = {DBLP:conf/nips/2003},
url = {http://papers.nips.cc/paper/2397-max-margin-markov-networks},
timestamp = {Thu, 11 Dec 2014 17:34:09 +0100},
biburl = {https://dblp.org/rec/bib/conf/nips/TaskarGK03},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{Blum:04,
author = {Avrim Blum and John D. Lafferty and Mugizi Robert
Rwebangira and Rajashekar Reddy},
title = {{Semi-supervised learning using randomized mincuts}},
booktitle = {{Machine Learning, Proceedings of the Twenty-first
International Conference {(ICML} 2004), Banff,
Alberta, Canada, July 4-8, 2004}},
year = {2004},
crossref = {DBLP:conf/icml/2004},
url = {http://doi.acm.org/10.1145/1015330.1015429},
doi = {10.1145/1015330.1015429},
timestamp = {Mon, 22 Oct 2007 13:54:01 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/icml/BlumLRR04},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@article{Crammer:06,
author = {Koby Crammer and Ofer Dekel and Joseph Keshet and Shai
Shalev{-}Shwartz and Yoram Singer},
title = {{Online Passive-Aggressive Algorithms}},
journal = {Journal of Machine Learning Research},
volume = {7},
pages = {551--585},
year = {2006}
}
@article{Kennedy:06,
author = {Alistair Kennedy and Diana Inkpen},
title = {{Sentiment Classification of Movie Reviews Using
Contextual Valence Shifters}},
journal = {Computational Intelligence},
volume = {22},
number = {2},
pages = {110--125},
year = {2006},
url = {http://dx.doi.org/10.1111/j.1467-8640.2006.00277.x},
doi = {10.1111/j.1467-8640.2006.00277.x},
timestamp = {Tue, 19 Jan 2010 09:18:13 +0100},
biburl = {http://dblp.uni-trier.de/rec/bib/journals/ci/KennedyI06},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@inproceedings{Moschitti:06,
author = {Alessandro Moschitti},
title = {{Efficient Convolution Kernels for Dependency and
Constituent Syntactic Trees}},
booktitle = {{Machine Learning: {ECML} 2006, 17th European Conference
on Machine Learning, Berlin, Germany, September
18-22, 2006, Proceedings}},
pages = {318--329},
year = {2006},
crossref = {DBLP:conf/ecml/2006},
url = {http://dx.doi.org/10.1007/11871842_32},
doi = {10.1007/11871842_32},
timestamp = {Mon, 23 Oct 2006 13:40:58 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/ecml/Moschitti06},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@incollection{Polanyi:06,
author = {Livia Polanyi and Annie Zaenen},
title = {{Contextual Valence Shifters}},
booktitle = {{Computing Attitude and Affect in Text: Theory and Applications}},
pages = {1--10},
publisher = {Springer},
year = {2006},
crossref = {DBLP:books/sp/SQW2006},
url = {http://dx.doi.org/10.1007/1-4020-4102-0_1},
doi = {10.1007/1-4020-4102-0_1},
timestamp = {Tue, 16 Feb 2016 12:21:18 +0100},
biburl = {http://dblp.uni-trier.de/rec/bib/books/sp/06/PolanyiZ06},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@book{DBLP:books/sp/SQW2006,
editor = {James G. Shanahan and Yan Qu and Janyce Wiebe},
title = {{Computing Attitude and Affect in Text: Theory and Applications}},
series = {The Information Retrieval Series},
volume = {20},
publisher = {Springer},
year = {2006},
url = {http://dx.doi.org/10.1007/1-4020-4102-0},
doi = {10.1007/1-4020-4102-0},
isbn = {978-1-4020-4026-9},
timestamp = {Tue, 16 Feb 2016 11:20:31 +0100},
biburl = {http://dblp.uni-trier.de/rec/bib/books/sp/SQW2006},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@inproceedings{Daume:07,
author = {Daum{\'{e}} III, Hal},
title = {{Frustratingly Easy Domain Adaptation}},
booktitle = {{ACL} 2007, Proceedings of the 45th Annual Meeting of
the Association for Computational Linguistics, June
23-30, 2007, Prague, Czech Republic},
year = {2007},
crossref = {DBLP:conf/acl/2007},
url = {http://aclweb.org/anthology/P07-1033},
timestamp = {Wed, 10 May 2017 09:08:21 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/acl/Daume07},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@techreport{Krippendorff:07,
author = {Klaus Krippendorff},
title = {{Computing Krippendorff's Alpha Reliability}},
howpublished = {http://repository.upenn.edu/asc\_papers/43/},
institution = {University of Pennsylvania, Annenberg School for Communication},
keywords = {reliability},
month = jun,
posted-at = {2010-10-12 07:54:24},
priority = {2},
year = {2007}
}
@article{Miller:07,
author = {George A. Miller and Christiane Fellbaum},
title = {{WordNet then and now}},
journal = {Language Resources and Evaluation},
volume = {41},
number = {2},
pages = {209--214},
year = {2007},
url = {http://dx.doi.org/10.1007/s10579-007-9044-6},
doi = {10.1007/s10579-007-9044-6},
timestamp = {Tue, 11 May 2010 12:04:23 +0200},
biburl =
{http://dblp.uni-trier.de/rec/bib/journals/lre/MillerF07},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@article{Maaten:08,
author = {van der Maaten, L.J.P. and Hinton, G.E.},
title = {{Visualizing High-Dimensional Data Using t-SNE}},
journal = {Journal of Machine Learning Research},
volume = {9},
year = {2008},
pages = {2579-2605}
}
@inproceedings{Bohnet:09,
author = {Bernd Bohnet},
title = {{Efficient Parsing of Syntactic and Semantic Dependency
Structures}},
booktitle = {{Proceedings of the Thirteenth Conference on
Computational Natural Language Learning: Shared
Task, CoNLL 2009, Boulder, Colorado, USA, June 4,
2009}},
pages = {67--72},
year = {2009},
crossref = {DBLP:conf/conll/2009st},
url = {http://aclweb.org/anthology/W/W09/W09-1210.pdf},
timestamp = {Mon, 15 Jun 2015 19:00:08 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/conll/Bohnet09},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@book{Cormen:09,
author = {Thomas H. Cormen and Charles E. Leiserson and Ronald
L. Rivest and Clifford Stein},
title = {{Introduction to Algorithms, 3rd Edition}},
publisher = {{MIT} Press},
year = {2009}
}
@inproceedings{Macdonald:09,
author = {Craig Macdonald and Iadh Ounis and Ian Soboroff},
title = {{Overview of the {TREC} 2009 Blog Track}},
booktitle = {{Proceedings of The Eighteenth Text REtrieval
Conference, {TREC} 2009, Gaithersburg, Maryland,
USA, November 17-20, 2009}},
year = {2009},
crossref = {DBLP:conf/trec/2009},
url =
{http://trec.nist.gov/pubs/trec18/papers/BLOG09.OVERVIEW.pdf},
timestamp = {Tue, 07 Apr 2015 13:04:04 +0200},
biburl = {https://dblp.org/rec/bib/conf/trec/MacdonaldOS09},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{McCallum:09,
author = {Andrew McCallum and Karl Schultz and Sameer Singh},
title = {{FACTORIE: Probabilistic Programming via Imperatively Defined
Factor Graphs}},
booktitle = {{NIPS}},
year = {2009},
pages = {1249-1257},
ee = {http://books.nips.cc/papers/files/nips22/NIPS2009_0857.pdf},
crossref = {DBLP:conf/nips/2009},
bibsource = {DBLP, http://dblp.uni-trier.de}
}
@inproceedings{Yu:09,
author = {Chun{-}Nam John Yu and Thorsten Joachims},
title = {{Learning Structural SVMs with Latent Variables}},
booktitle = {{Proceedings of the 26th Annual International Conference
on Machine Learning, {ICML} 2009, Montreal, Quebec,
Canada, June 14-18, 2009}},
pages = {1169--1176},
year = {2009},
crossref = {DBLP:conf/icml/2009},
url = {http://doi.acm.org/10.1145/1553374.1553523},
doi = {10.1145/1553374.1553523},
timestamp = {Mon, 29 Sep 2014 17:13:49 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/icml/YuJ09},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@book{Aristotle:10,
title = {{Rhetoric}},
author = {Aristotle},
isbn = {9781616403072},
series = {Cosimo Classics Philosophy},
url = {https://books.google.de/books?id=t8Rl2z8XYywC},
year = {2010},
publisher = {Cosimo, Incorporated}
}
@article{Duchi:11,
author = {John C. Duchi and Elad Hazan and Yoram Singer},
title = {{Adaptive Subgradient Methods for Online Learning and
Stochastic Optimization}},
journal = {Journal of Machine Learning Research},
volume = {12},
pages = {2121--2159},
year = {2011},
url = {http://dl.acm.org/citation.cfm?id=2021068},
timestamp = {Sat, 21 Jan 2012 17:47:24 +0100},
biburl =
{http://dblp.uni-trier.de/rec/bib/journals/jmlr/DuchiHS11},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@article{Collobert:11,
author = {Ronan Collobert and Jason Weston and L{\'{e}}on Bottou
and Michael Karlen and Koray Kavukcuoglu and Pavel
P. Kuksa},
title = {{Natural Language Processing (Almost) from Scratch}},
journal = {Journal of Machine Learning Research},
volume = {12},
pages = {2493--2537},
year = {2011},
url = {http://dl.acm.org/citation.cfm?id=2078186},
timestamp = {Thu, 03 May 2012 15:41:30 +0200},
biburl =
{http://dblp.uni-trier.de/rec/bib/journals/jmlr/CollobertWBKKK11},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@book{Barber:12,
author = {Barber, David},
title = {{Bayesian Reasoning and Machine Learning}},
year = {2012},
isbn = {0521518148, 9780521518147},
publisher = {Cambridge University Press},
address = {New York, NY, USA},
}
@inproceedings{Chen:12,
author = {Minmin Chen and Zhixiang Eddie Xu and Kilian
Q. Weinberger and Fei Sha},
title = {{Marginalized Denoising Autoencoders for Domain
Adaptation}},
booktitle = {{Proceedings of the 29th International Conference on
Machine Learning, {ICML} 2012, Edinburgh, Scotland,
UK, June 26 - July 1, 2012}},
year = {2012},
crossref = {DBLP:conf/icml/2012},
url = {http://icml.cc/2012/papers/416.pdf},
timestamp = {Wed, 29 Mar 2017 16:45:25 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/icml/ChenXWS12},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@article{Masnadi:12,
author = {Hamed Masnadi{-}Shirazi and Nuno Vasconcelos and Arya
Iranmehr},
title = {{Cost-Sensitive Support Vector Machines}},
journal = {CoRR},
volume = {abs/1212.0975},
year = {2012}
}
@misc{Tieleman:12,
author = {Tijmen Tieleman and Geoffrey Hinton},
title = {{Lecture 6.5---RmsProp: Divide the gradient by a running
average of its recent magnitude}},
howpublished = {COURSERA: Neural Networks for Machine Learning},
year = {2012}
}
@article{Zeiler:12,
author = {Matthew D. Zeiler},
title = {{ADADELTA:} An Adaptive Learning Rate Method},
journal = {CoRR},
volume = {abs/1212.5701},
year = {2012},
url = {http://arxiv.org/abs/1212.5701},
timestamp = {Wed, 02 Jan 2013 09:49:04 +0100},
biburl = {http://dblp.uni-trier.de/rec/bib/journals/corr/abs-1212-5701},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@inproceedings{Hirao:13,
author = {Tsutomu Hirao and Yasuhisa Yoshida and Masaaki Nishino
and Norihito Yasuda and Masaaki Nagata},
title = {{Single-Document Summarization as a Tree Knapsack
Problem}},
booktitle = {{Proceedings of the 2013 Conference on Empirical Methods
in Natural Language Processing, {EMNLP} 2013, 18-21
October 2013, Grand Hyatt Seattle, Seattle,
Washington, USA, {A} meeting of SIGDAT, a Special
Interest Group of the {ACL}}},
pages = {1515--1520},
year = {2013},
crossref = {DBLP:conf/emnlp/2013},
url = {http://aclweb.org/anthology/D/D13/D13-1158.pdf},
timestamp = {Fri, 22 Nov 2013 12:57:23 +0100},
biburl = {https://dblp.org/rec/bib/conf/emnlp/HiraoYNYN13},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{Kalchbrenner:13,
author = {Nal Kalchbrenner and Phil Blunsom},
title = {{Recurrent Continuous Translation Models}},
booktitle = {{Proceedings of the 2013 Conference on Empirical Methods
in Natural Language Processing, {EMNLP} 2013, 18-21
October 2013, Grand Hyatt Seattle, Seattle,
Washington, USA, {A} meeting of SIGDAT, a Special
Interest Group of the {ACL}}},
pages = {1700--1709},
year = {2013},
crossref = {DBLP:conf/emnlp/2013},
url = {http://aclweb.org/anthology/D/D13/D13-1176.pdf},
timestamp = {Fri, 22 Nov 2013 12:57:23 +0100},
biburl =
{http://dblp.uni-trier.de/rec/bib/conf/emnlp/KalchbrennerB13},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@inproceedings{Lacoste-Julien:13,
author = {Simon Lacoste{-}Julien and Martin Jaggi and Mark
W. Schmidt and Patrick Pletscher},
title = {{Block-Coordinate Frank-Wolfe Optimization for
Structural SVMs}},
booktitle = {{Proceedings of the 30th International Conference on
Machine Learning, {ICML} 2013, Atlanta, GA, USA,
16-21 June 2013}},
pages = {53--61},
year = {2013},
crossref = {DBLP:conf/icml/2013},
url =
{http://jmlr.org/proceedings/papers/v28/lacoste-julien13.html},
timestamp = {Wed, 29 Mar 2017 16:45:25 +0200},
biburl = {https://dblp.org/rec/bib/conf/icml/Lacoste-JulienJSP13},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{Mikolov:13,
author = {Tomas Mikolov and Kai Chen and Greg Corrado and Jeffrey
Dean},
title = {{Efficient Estimation of Word Representations in Vector
Space}},
journal = {CoRR},
volume = {abs/1301.3781},
year = {2013},
url = {http://arxiv.org/abs/1301.3781},
timestamp = {Thu, 07 May 2015 20:02:01 +0200},
biburl =
{http://dblp.uni-trier.de/rec/bib/journals/corr/abs-1301-3781},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@article{Saxe:13,
author = {Andrew M. Saxe and James L. McClelland and Surya
Ganguli},
title = {{Exact solutions to the nonlinear dynamics of learning
in deep linear neural networks}},
journal = {CoRR},
volume = {abs/1312.6120},
year = {2013},
url = {http://arxiv.org/abs/1312.6120},
timestamp = {Mon, 06 Jan 2014 15:10:41 +0100},
biburl =
{http://dblp.uni-trier.de/rec/bib/journals/corr/SaxeMG13},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@article{Bahdanau:14,
author = {Dzmitry Bahdanau and Kyunghyun Cho and Yoshua Bengio},
title = {{Neural Machine Translation by Jointly Learning to Align
and Translate}},
journal = {CoRR},
volume = {abs/1409.0473},
year = {2014},
url = {http://arxiv.org/abs/1409.0473},
timestamp = {Wed, 01 Oct 2014 15:00:04 +0200},
biburl =
{http://dblp.uni-trier.de/rec/bib/journals/corr/BahdanauCB14},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@inproceedings{Cho:14a,
author = {Kyunghyun Cho and Bart van Merrienboer and {\c{C}}aglar
G{\"{u}}l{\c{c}}ehre and Dzmitry Bahdanau and Fethi
Bougares and Holger Schwenk and Yoshua Bengio},
title = {{Learning Phrase Representations using {RNN}
Encoder-Decoder for Statistical Machine Translation}},
booktitle = {{Proceedings of the 2014 Conference on Empirical Methods
in Natural Language Processing, {EMNLP} 2014,
October 25-29, 2014, Doha, Qatar, {A} meeting of
SIGDAT, a Special Interest Group of the {ACL}}},
pages = {1724--1734},
year = {2014},
crossref = {DBLP:conf/emnlp/2014},
url = {http://aclweb.org/anthology/D/D14/D14-1179.pdf},
timestamp = {Sat, 15 Nov 2014 14:45:18 +0100},
biburl =
{http://dblp.uni-trier.de/rec/bib/conf/emnlp/ChoMGBBSB14},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@inproceedings{Cho:14b,
author = {Kyunghyun Cho and Bart van Merrienboer and Dzmitry
Bahdanau and Yoshua Bengio},
title = {{On the Properties of Neural Machine Translation: Encoder-Decoder Approaches}},
booktitle = {{Proceedings of SSST@EMNLP 2014, Eighth Workshop on
Syntax, Semantics and Structure in Statistical
Translation, Doha, Qatar, 25 October 2014}},
pages = {103--111},
year = {2014},
crossref = {DBLP:conf/ssst/2014},
url = {http://aclweb.org/anthology/W/W14/W14-4012.pdf},
timestamp = {Fri, 07 Oct 2016 13:15:52 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/ssst/ChoMBB14},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@inproceedings{He:15,
author = {Kaiming He and Xiangyu Zhang and Shaoqing Ren and Jian
Sun},
title = {{Delving Deep into Rectifiers: Surpassing Human-Level
Performance on ImageNet Classification}},
booktitle = {{2015 {IEEE} International Conference on Computer
Vision, {ICCV} 2015, Santiago, Chile, December 7-13,
2015}},
pages = {1026--1034},
year = {2015},
crossref = {DBLP:conf/iccv/2015},
url = {http://dx.doi.org/10.1109/ICCV.2015.123},
doi = {10.1109/ICCV.2015.123},
timestamp = {Thu, 12 May 2016 10:41:46 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/iccv/HeZRS15},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@inproceedings{Kalchbrenner:14,
author = {Nal Kalchbrenner and Edward Grefenstette and Phil
Blunsom},
title = {{A Convolutional Neural Network for Modelling Sentences}},
booktitle = {{ACL} {(1)}},
pages = {655--665},
publisher = {The Association for Computer Linguistics},
year = {2014}
}
@inproceedings{Pennington:14,
author = {Jeffrey Pennington and Richard Socher and Christopher
D. Manning},
title = {{Glove: Global Vectors for Word Representation}},
booktitle = {{EMNLP}},
pages = {1532--1543},
publisher = {{ACL}},
year = {2014}
}
@inproceedings{Ranganath:14,
author = {Rajesh Ranganath and Sean Gerrish and David M. Blei},
title = {{Black Box Variational Inference}},
booktitle = {{Proceedings of the Seventeenth International Conference
on Artificial Intelligence and Statistics, {AISTATS}
2014, Reykjavik, Iceland, April 22-25, 2014}},
pages = {814--822},
year = {2014},
crossref = {DBLP:conf/aistats/2014},
url =
{http://jmlr.org/proceedings/papers/v33/ranganath14.html},
timestamp = {Tue, 12 Jul 2016 21:51:16 +0200},
biburl = {https://dblp.org/rec/bib/conf/aistats/RanganathGB14},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{Tai:15,
author = {Kai Sheng Tai and Richard Socher and Christopher
D. Manning},
title = {{Improved Semantic Representations From Tree-Structured
Long Short-Term Memory Networks}},
booktitle = {{Proceedings of the 53rd Annual Meeting of the
Association for Computational Linguistics and the
7th International Joint Conference on Natural
Language Processing of the Asian Federation of
Natural Language Processing, {ACL} 2015, July 26-31,
2015, Beijing, China, Volume 1: Long Papers}},
pages = {1556--1566},
year = {2015},
crossref = {DBLP:conf/acl/2015-1},
url = {http://aclweb.org/anthology/P/P15/P15-1150.pdf},
timestamp = {Sun, 02 Aug 2015 19:26:07 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/acl/TaiSM15},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@inproceedings{Martins:16,
author = {Andr{\'{e}} F. T. Martins and Ram{\'{o}}n
Fern{\'{a}}ndez Astudillo},
title = {{From Softmax to Sparsemax: {A} Sparse Model of
Attention and Multi-Label Classification}},
booktitle = {{Proceedings of the 33nd International Conference on
Machine Learning, {ICML} 2016, New York City, NY,
USA, June 19-24, 2016}},
pages = {1614--1623},
year = {2016},
crossref = {DBLP:conf/icml/2016},
url = {http://jmlr.org/proceedings/papers/v48/martins16.html},
timestamp = {Wed, 13 Jul 2016 08:31:51 +0200},
biburl = {https://dblp.org/rec/bib/conf/icml/MartinsA16},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{Oepen:16,
author = {Oepen, S. and Read, J. and Scheffler, T. and
Sidarenka, U. and Stede, M. and Velldal, E. and
\O{}vrelid, L.},
title = {{OPT: Oslo--Potsdam--Teesside---Pipelining Rules,
Rankers, and Classifier Ensembles for Shallow
Discourse Parsing}},
booktitle = {{Proceedings of the CONLL 2016 Shared Task}},
address = {Berlin},
year = {2016},
pdf = {https://aclweb.org/anthology/K/K16/K16-2002.pdf}
}