ref.bib

%%%%%%%%%%%%%%%%
% Bibliography
%%%%%%%%%%%%%%%%

%%%
% Me :)
%%%
@inproceedings{key:2010angeli-generation,
  title = {A Simple Domain-Independent Probabilistic Approach to Generation},
  author = {Gabor Angeli and Percy Liang and Dan Klein},
  booktitle = {Empirical Methods in Natural Language Processing (EMNLP)},
  year = {2010}
}

@inproceedings{key:2012angeli-temporal,
  title = {Parsing Time: Learning to Interpret Time Expressions},
  author = {Gabor Angeli and Christopher D. Manning and Daniel Jurafsky},
  booktitle = {NAACL-HLT},
  year = {2012}
}


@inproceedings{key:2013angeli-kbp,
  title = {Stanford's 2013 {KBP} System},
  author = {Gabor Angeli and Arun Chaganty and Angel Chang and Kevin Reschke and Julie Tibshirani and Jean Y. Wu and Osbert Bastani and Keith Siilats and Christopher D. Manning},
  booktitle = {TAC-KBP},
  year = {2014}
}

@inproceedings{key:2013angeli-truth,
  title = {Philosophers are Mortal: Inferring the Truth of Unseen Facts},
  author = {Gabor Angeli and Christopher D. Manning},
  booktitle = {CoNLL},
  year = {2013}
}

@inproceedings{key:2014angeli-kbp,
  title = {Stanford's 2013 {KBP} System},
  author = {Gabor Angeli and Arun Chaganty and Angel Chang and Kevin Reschke and Julie Tibshirani and Jean Y. Wu and Osbert Bastani and Keith Siilats and Christopher D. Manning},
  booktitle = {TAC-KBP},
  year = {2014}
}

@inproceedings{key:2014angeli-active,
  title = {Combining Distant and Partial Supervision for Relation Extraction},
  author = {Gabor Angeli and Julie Tibshirani and Jean Y. Wu and Christopher D. Manning},
  booktitle = {EMNLP},
  year = {2014}
}

@inproceedings{key:2014angeli-naturalli,
  title = {Natural{LI}: Natural Logic Inference for Common Sense Reasoning},
  author = {Gabor Angeli and Christopher D. Manning},
  booktitle = {EMNLP},
  year = {2014}
}

@inproceedings{key:2015angeli-openie,
  title = {Leveraging Linguistic Structure For Open Domain Information Extraction},
  author = {Gabor Angeli and Melvin Johnson Premkumar and Christopher D. Manning},
  booktitle = {ACL},
  year = {2015}
}

@inproceedings{key:2016angeli-qa,
  title = {Combining Logic and Shallow Reasoning for Question Answering},
  author = {Gabor Angeli and Neha Nayak and Christopher D. Manning},
  booktitle = {ACL},
  year = {2016}
}

%%%
% Half-Me :)
%%%
@techreport{key:2014nayak-adjectives,
  title = {A Dictionary of Nonsubsective Adjectives},
  author = {Neha Nayak and Mark Kowarsky and Gabor Angeli and Christopher D. Manning},
  number = {CSTR 2014-04},
  institution = {Department of Computer Science, Stanford University},
  month = {October},
  year = {2014}
}

@inproceedings{key:2015bowman-snli,
  title = {A large annotated corpus for learning natural language inference},
  author = {Samuel R. Bowman and Gabor Angeli and Christopher Potts and Christopher D. Manning},
  booktitle = {EMNLP},
  year = {2015}
}

%%%
% CoreNLP
%%%
@inproceedings{key:stanford-dep,
  title={The Stanford typed dependencies representation},
  author={De Marneffe, Marie-Catherine and Manning, Christopher D.},
  booktitle={Coling 2008: Proceedings of the workshop on Cross-Framework and Cross-Domain Parser Evaluation},
  pages={1--8},
  year={2008},
}

@inproceedings{key:stanford-ud,
  title={Universal Stanford Dependencies: A cross-linguistic typology},
  author={{d}e Marneffe, Marie-Catherine and Dozat, Timothy and Silveira, Natalia and Haverinen, Katri and Ginter, Filip and Nivre, Joakim and Manning, Christopher D.},
  booktitle={LREC},
  year={2014}
}

@techreport{key:stanford-tokensregex,
  author    = {Chang, Angel and Manning, Christopher},
  title  = {{TokensRegex}: Defining cascaded regular expressions over tokens},
  number = {CSTR 2014-02},
  institution = {Department of Computer Science, Stanford University},
  year = {2014}
}
@inproceedings{key:stanford-tagger,
  title={Feature-rich part-of-speech tagging with a cyclic dependency network},
  author={Toutanova, Kristina and Klein, Dan and Manning, Christopher D. and Singer, Yoram},
  booktitle={NAACL-HLT},
  year={2003},
}

@inproceedings{key:stanford-coref,
  title={Stanford's multi-pass sieve coreference resolution system at the {CoNLL}-2011 shared task},
  author={Lee, Heeyoung and Peirsman, Yves and Chang, Angel and Chambers, Nathanael and Surdeanu, Mihai and Jurafsky, Dan},
  booktitle={CoNLL Shared Task},
  year={2011},
}


@inproceedings{key:stanford-parser,
  title={Accurate unlexicalized parsing},
  author={Klein, Dan and Manning, Christopher D.},
  booktitle={ACL},
  year={2003},
}

@inproceedings{key:stanford-dependencies,
  title={The {S}tanford typed dependencies representation},
  author={{d}e {M}arneffe, Marie-Catherine and Manning, Christopher D.},
  booktitle={Coling 2008: Proceedings of the workshop on Cross-Framework and Cross-Domain Parser Evaluation},
  year={2008},
}

%%%
% MT
%%%
@inproceedings{key:2006liang-alignment,
  title={Alignment by agreement},
  author={Liang, Percy and Taskar, Ben and Klein, Dan},
  booktitle={NAACL-HLT},
  year={2006},
}
@inproceedings{key:2001yamada-syntaxmt,
	author = {Yamada, Kenji and Knight, Kevin},
	title = {A syntax-based statistical translation model},
	booktitle = {ACL},
	year = {2001},
} 

@article{key:2007chiang-cubepruning,
  title={Hierarchical phrase-based translation},
  author={Chiang, David},
  journal={computational linguistics},
  year={2007},
  publisher={MIT Press}
}


%%%
% CONVERSATION
%%%
@inproceedings{key:2011artzi-conversation,
  author    = {Artzi, Yoav  and  Zettlemoyer, Luke},
  title     = {Bootstrapping Semantic Parsers from Conversations},
  booktitle = {EMNLP},
  year      = {2011},
}

%%%
% MISC
%%%
@inproceedings{key:2014pennington-glove,
  title={Glo{V}e: Global Vectors for Word Representation.},
  author={Pennington, Jeffrey and Socher, Richard and Manning, Christopher D.},
  booktitle={EMNLP},
  volume={14},
  pages={1532--1543},
  year={2014}
}

@book{key:1981barwise-quantifiers,
  title={Generalized quantifiers and natural language},
  author={Barwise, Jon and Cooper, Robin},
  year={1981},
  publisher={Springer}
}

@article{key:2000sanders-knheap,
  title={Fast priority queues for cached memory},
  author={Sanders, Peter},
  journal={Journal of Experimental Algorithmics (JEA)},
  volume={5},
  pages={7},
  year={2000}
}

@inproceedings{key:2004chklovski-verbocean,
  title={Verb{O}cean: Mining the Web for Fine-Grained Semantic Verb Relations.},
  author={Chklovski, Timothy and Pantel, Patrick},
  booktitle={EMNLP},
  volume={2004},
  year={2004}
}

% JC similarity
@article{key:1997jc-similarity,
  title={Semantic similarity based on corpus statistics and lexical taxonomy},
  author={Jiang, Jay J and Conrath, David W},
  journal={Proceedings of the 10th International Conference on Research on Computational Linguistics},
  year={1997}
}

% rule-to-rule translation
@book{key:1995allen-semantics,
	author    = {Allen, James},
	title     = {Natural Language Understanding},
	publisher = {Benjamin/Cummings},
	address   = {Redwood City, CA},
	year      = {1995},
	page      = {263},
	isbn      = {0-8053-0334-0}
}

@inproceedings{key:2010poon-ontology,
	author = {Poon, Hoifung and Domingos, Pedro},
	title = {Unsupervised ontology induction from text},
	booktitle = {ACL},
	year = {2010},
}

@InProceedings{key:2010sauper-textanalysis,
	author    = {Sauper, Christina  and  Haghighi, Aria  and  Barzilay, Regina},
	title     = {Incorporating Content Structure into Text Analysis Applications},
	booktitle = {EMNLP},
	year      = {2010},
	address   = {Cambridge, MA},
}

@article{key:2010michel-googlebooks,
	author = {Michel, Jean-Baptiste and Shen, Yuan Kui and Aiden, Aviva Presser and Veres, Adrian and Gray, Matthew K. and The Google Books Team and Pickett, Joseph P. and Hoiberg, Dale and Clancy, Dan and Norvig, Peter and Orwant, Jon and Pinker, Steven and Nowak, Martin A. and Aiden, Erez Lieberman}, 
	title = {Quantitative Analysis of Culture Using Millions of Digitized Books}, 
	year = {2011}, 
	journal = {Science} ,
}

%%%
% CORE ALGORITHMS
%%%
@inproceedings{key:2001lafferty-crf,
  title={Conditional random fields: Probabilistic models for segmenting and labeling sequence data},
  author={Lafferty, J. and McCallum, A. and Pereira, F},
	booktitle = {International Conference on Machine Learning (ICML)},
  year={2001}
}

@inproceedings{key:2007surdeanu-perceptron,
	author = {Surdeanu, M. and Ciaramita, M.},
	title = {Robust Information Extraction with Perceptrons},
	booktitle = {NIST Automatic Content Extraction Workshop},
	year = {2007},
}

@inproceedings{key:2002collins-perceptron,
	author = {Collins, Michael},
	title = {Discriminative training methods for hidden Markov models: theory and experiments with perceptron algorithms},
	booktitle = {EMNLP},
	series = {EMNLP},
	year = {2002},
} 

@article{key:1977tarjan-mst,
	author = {Tarjan, R. E.},
	title = {Finding optimum branchings},
	journal = {Networks},
	year = {1977},
}

@article{key:1989gabow-mst,
	author = {Gabow, Harold N. and Galil, Zvi and Spencer, Thomas H.},
	title = {Efficient implementation of graph algorithms using contraction},
	journal = {J. ACM},
	year = {1989},
	publisher = {ACM},
	address = {New York, NY, USA},
} 

@article{key:1986gabow-mst,
	author = {Gabow, Harold and Galil, Zvi and Spencer, Thomas and Tarjan, Robert},
	title = {Efficient algorithms for finding minimum spanning trees in undirected and directed graphs},
	journal = {Combinatorica},
	year = {1986},
}

@inproceedings{key:1996alshawi-headautomata,
	author = {Alshawi, Hiyan},
	title = {Head automata and bilingual tiling: translation with minimal representations},
	booktitle = {ACL},
	year = {1996},
} 

@inproceedings{key:1999eisner-headautomata,
	author = 	 {Jason Eisner and Giorgio Satta},
	title = 	 {Efficient Parsing for Bilexical Context-Free Grammars and Head-Automaton Grammars},
	booktitle = 	 {ACL},
	year = 	 1999,
	address =	 {University of Maryland},
}

@incollection{key:2000eisner-parsing,
	author = 	 {Jason Eisner},
	title = 	 {Bilexical Grammars and Their Cubic-Time Parsing Algorithms},
	booktitle = 	 {Advances in Probabilistic and Other Parsing Technologies},
	publisher = 	 {Kluwer Academic Publishers},
	year = 	 2000,
	editor =	 {Harry Bunt and Anton Nijholt},
}

@article{key:2009daume-search,
	author = {Daum\'{e}, Hal and Langford, John and Marcu, Daniel},
	title = {Search-based structured prediction},
	journal = {Machine Learning},
	year = {2009},
}

@article{key:1995miller-wordnet,
  title={{W}ord{N}et: a lexical database for {E}nglish},
  author={Miller, George A.},
  journal={Communications of the ACM},
  year={1995}
}

@article{key:2006brants-ngrams,
  title={Web {1T} 5-gram Version 1},
  author={Thorsten Brants and Alex Franz},
  journal={Linguistic Data Consortium},
  year={2006}
}

@article{key:2010duchi-adagrad,
  title={Adaptive subgradient methods for online learning and stochastic optimization},
  author={Duchi, John and Hazan, Elad and Singer, Yoram},
  journal={Journal of Machine Learning Research},
  year={2010}
}

%%%
% COREFERENCE
%%%
@inproceedings{key:1995vilain-coref,
	author = {Vilain, Marc and Burger, John and Aberdeen, John and Connolly, Dennis and Hirschman, Lynette},
	title = {A model-theoretic coreference scoring scheme},
	booktitle = {MUC},
	series = {MUC6},
	year = {1995},
}

%%%
% PARSING
%%%
@Inproceedings{key:2013goldberg-syngrams,
  author    = {Goldberg, Yoav  and  Orwant, Jon},
  title     = {A Dataset of Syntactic-Ngrams over Time from a Very Large Corpus of English Books},
  booktitle = {*SEM},
  year      = {2013},
}
@inproceedings{key:2004klein-induction,
	author = {Klein, Dan and Manning, Christopher D.},
	title = {Corpus-based induction of syntactic structure: models of dependency and constituency},
	booktitle = {ACL},
	year = {2004},
}

@techreport{key:1992carroll-induction,
	author = {Carroll, Glenn and Charniak, Eugene},
	title = {Two Experiments on Learning Probabilistic Dependency Grammars from Corpora},
	year = {1992},
	publisher = {Brown University},
	address = {Providence, RI, USA},
}	

@inproceedings{key:2005huang-parsing,
	author = {Huang, Liang and Chiang, David},
	title = {Better k-best parsing},
	booktitle = {Proceedings of the Ninth International Workshop on Parsing Technology},
	series = {Parsing},
	year = {2005},
}

@InProceedings{key:2006sagae-parsing,
	author    = {Sagae, Kenji  and  Lavie, Alon},
	title     = {Parser Combination by Reparsing},
	booktitle = {NAACL-HLT},
	year      = {2006},
	address   = {New York City, USA},
}

%%%
% DEPENDENCY PARSING
%%%
@InProceedings{key:2011tsarfaty-dependency,
  author    = {Tsarfaty, Reut  and  Nivre, Joakim  and  Andersson, Evelina},
  title     = {Evaluating Dependency Parsing: Robust and Heuristics-Free Cross-Annotation Evaluation},
  booktitle = {EMNLP},
  year      = {2011},
  address   = {Edinburgh, Scotland, UK.},
}

@inproceedings{key:2008carreras-dependency,
	author = {Carreras, Xavier and Collins, Michael and Koo, Terry},
	title = {{TAG}, dynamic programming, and the perceptron for efficient, feature-rich parsing},
	booktitle = {CoNLL},
	series = {CoNLL '08},
	year = {2008},
}

@phdthesis{key:2010koo-thesis,
	author = {Terry Koo},
	title = {Advances in Discriminative Dependency Parsing},
	school = {Massachusetts Institute of Technology},
	year = {2010},
	address = {Cambridge, MA, USA},
}

@inproceedings{key:2010koo-dependnecy0,
	author = {Koo, Terry and Collins, Michael},
	title = {Efficient third-order dependency parsers},
	booktitle = {ACL},
	year = {2010},
} 

@inproceedings{key:2010koo-dependency1,
	author    = {Koo, Terry  and  Rush, Alexander M.  and  Collins, Michael  and  Jaakkola, Tommi  and  Sontag, David},
	title     = {Dual Decomposition for Parsing with Non-Projective Head Automata},
	booktitle = {EMNLP},
	year      = {2010},
	address   = {Cambridge, MA},
}

@InProceedings{key:2007carreras-dependency,
	author    = {Carreras, Xavier},
	title     = {Experiments with a Higher-Order Projective Dependency Parser},
	booktitle = {EMNLP-CoNLL},
	year      = {2007},
	address   = {Prague, Czech Republic},
}

@inproceedings{key:2007hall-dependency,
	author    = {Hall, Keith},
	title     = {K-best Spanning Tree Parsing},
	booktitle = {ACL},
	year      = {2007},
	address   = {Prague, Czech Republic},
}

@inproceedings{key:2005mcdonald-dependency0,
	author = {McDonald, Ryan and Crammer, Koby and Pereira, Fernando},
	title = {Online large-margin training of dependency parsers},
	booktitle = {ACL},
	year = {2005},
	address = {Morristown, NJ, USA},
}

@inproceedings{key:2005mcdonald-dependency1,
	author = {McDonald, Ryan and Pereira, Fernando and Ribarov, Kiril and Haji\v{c}, Jan},
	title = {Non-projective dependency parsing using spanning tree algorithms},
	booktitle = {EMNLP-HLT},
	series = {HLT},
	year = {2005},
	address = {Morristown, NJ, USA},
} 


%%%
% Word Clusters
%%%
@inproceedings{key:2010turian-wordclusters,
	author    = {Turian, Joseph  and  Ratinov, Lev-Arie  and  Bengio, Yoshua},
	title     = {Word Representations: A Simple and General Method for Semi-Supervised Learning},
	booktitle = {ACL},
	year      = {2010},
	address   = {Uppsala, Sweden},
}

@inproceedings{key:2010christodoulopoulos-wordclusters,
	author = {Christodoulopoulos, Christos and Goldwater, Sharon and Steedman, Mark},
	title = {Two decades of unsupervised {POS} induction: how far have we come?},
	booktitle = {EMNLP},
	series = {EMNLP},
	year = {2010},
	address = {Morristown, NJ, USA},
}

%%%
% Sentiment Analysis
%%%

% Core
@inproceedings{key:2004pang-mincuts,
	author = {Pang, Bo and Lee, Lillian},
	title = {A sentimental education: sentiment analysis using subjectivity summarization based on minimum cuts},
	booktitle = {ACL},
	year = {2004},
	address = {Morristown, NJ, USA},
}

% Summarization
@inproceedings{key:2008titov-summarization,
	author    = {Titov, Ivan  and  McDonald, Ryan},
	title     = {A Joint Model of Text and Aspect Ratings for Sentiment Summarization},
	booktitle = {ACL-HLT},
	year      = {2008},
	address   = {Columbus, Ohio},
}

% Review Helpfulness

@inproceedings{key:2007ghose-helpfulness,
	author = {Ghose, Anindya and Ipeirotis, Panagiotis G.},
	title = {Designing novel review ranking systems: predicting the usefulness and impact of reviews},
	booktitle = {ICEC '07: Proceedings of the ninth international conference on Electronic commerce},
	year = {2007},
	isbn = {978-1-59593-700-1},
	publisher = {ACM},
	address = {New York, NY, USA},
}

@inproceedings{key:2008liu-helpfulness, 
	author={Yang Liu and Xiangji Huang and Aijun An and Xiaohui Yu}, 
	booktitle={Data Mining, 2008. ICDM '08. Eighth IEEE International Conference on}, title={Modeling and Predicting the Helpfulness of Online Reviews}, 
	year={2008}, 
	ISSN={1550-4786}
}

@inproceedings{key:2007liu-helpfulness,
	author    = {Liu, Jingjing  and  Cao, Yunbo  and  Lin, Chin-Yew  and  Huang, Yalou  and  Zhou, Ming},
	title     = {Low-Quality Product Review Detection in Opinion Summarization},
	booktitle = {EMNLP-CoNLL},
	year      = {2007},
	address   = {Prague, Czech Republic},
}

@inproceedings{key:2006kim-helpfulness,
	author    = {Kim, Soo-Min  and  Pantel, Patrick  and  Chklovski, Tim  and  Pennacchiotti, Marco},
	title     = {Automatically Assessing Review Helpfulness},
	booktitle = {EMNLP},
	year      = {2006},
	address   = {Sydney, Australia},
}

% Sarcasm and Humor

@inproceedings{key:2010davidov-sarcasm,
	author    = {Davidov, Dmitry  and  Tsur, Oren  and  Rappoport, Ari},
	title     = {Semi-Supervised Recognition of Sarcasm in Twitter and Amazon},
	booktitle = {CoNLL},
	year      = {2010},
	address   = {Uppsala, Sweden},
}

@inproceedings{key:2006purandare-humor,
	author    = {Purandare, Amruta  and  Litman, Diane},
	title     = {Humor: Prosody Analysis and Automatic Recognition for {F*R*I*E*N*D*S*}},
	booktitle = {EMNLP},
	year      = {2006},
	address   = {Sydney, Australia},
}

@inproceedings{key:2005mihalcea-humor,
	author    = {Mihalcea, Rada  and  Strapparava, Carlo},
	title     = {Making Computers Laugh: Investigations in Automatic Humor Recognition},
	booktitle = {CoNLL},
	year      = {2005},
	address   = {Vancouver, British Columbia, Canada},
}

@incollection{key:2007mihalcea-humor,
	author = {Mihalcea, Rada and Pulman, Stephen},
	title = {Characterizing Humour: An Exploration of Features in Humorous Texts},
	booktitle = {Computational Linguistics and Intelligent Text Processing},
	series = {Lecture Notes in Computer Science},
	editor = {Gelbukh, Alexander},
	year = {2007}
}

%%%
% LINGUISTICS
%%%
@article{key:1986grosz-discourse,
	author = {Grosz, Barbara J. and Sidner, Candace L.},
	title = {Attention, intentions, and the structure of discourse},
	journal = {Comput. Linguist.},
	year = {1986},
	publisher = {MIT Press},
	address = {Cambridge, MA, USA},
}

@article{key:1975kamp-adjectives,
  title={Two theories about adjectives.},
  booktitle = {Formal Semantics of Natural Language},
  author={Kamp, Hans},
  year={1975},
}


%%%
% LOGIC PARSING
%%%
@article{key:2015liang-denotations,
  title={Corpus-Based Semantics and Pragmatics},
  author={Liang, Percy and Potts, Christopher},
  journal={Annual Review of Linguistics},
  volume={1},
  number={1},
  year={2015},
}

@article{key:2014bordes-qa,
  title={Question answering with subgraph embeddings},
  author={Bordes, Antoine and Chopra, Sumit and Weston, Jason},
  journal={arXiv preprint arXiv:1406.3676},
  year={2014}
}

@inproceedings{key:2015hermann-qa,
  title={Teaching machines to read and comprehend},
  author={Hermann, Karl Moritz and Kocisky, Tomas and Grefenstette, Edward and Espeholt, Lasse and Kay, Will and Suleyman, Mustafa and Blunsom, Phil},
  booktitle={Advances in Neural Information Processing Systems},
  pages={1684--1692},
  year={2015}
}

@article{key:2015liang-potts,
  title={Bringing Machine Learning and Compositional Semantics Together},
  author={Liang, Percy and Potts, Christopher},
  journal={Annual Review of Linguistics},
  volume={1},
  number={1},
  pages={355--376},
  year={2015}
}

@inproceedings{key:2009artzi-amr,
  title={Broad-coverage {CCG} semantic parsing with {AMR}},
  author={Artzi, Yoav and Lee, Kenton and Zettlemoyer, Luke},
  booktitle={EMNLP},
  year={2009}
}

@inproceedings{key:2014berant-semantics,
  author = {Jonathan Berant and Percy Liang},
  booktitle = {ACL},
  title = {Semantic Parsing via Paraphrasing},
  year = {2014},
}

@InProceedings{key:2013berant-sempre,
  author    = {Berant, Jonathan and Andrew Chou and Roy Frostig and Percy Liang},
  title     = {Semantic Parsing on Freebase from Question-Answer Pairs},
  booktitle = {EMNLP},
  year      = {2013},
}


@inproceedings{key:1976bach-semantics,
	author = {Bach, E.},
	title = {An Extension of Classical Transformational Grammar},
	booktitle = {Problems of Linguistic Metatheory (Proceedings of the 1976 Conference)},
	year = {1976},
	address = {Michigan State University},
}

@InProceedings{2011kwiatkowski-semantics,
	author    = {Kwiatkowski, Tom  and  Zettlemoyer, Luke  and  Goldwater, Sharon  and  Steedman, Mark},
	title     = {Lexical Generalization in {CCG} Grammar Induction for Semantic Parsing},
	booktitle = {EMNLP},
	year      = {2011},
	address   = {Edinburgh, Scotland, UK.},
}

@article{key:2013kwiatkowski-semantics,
  title={Scaling semantic parsers with on-the-fly ontology matching},
  author={Kwiatkowski, Tom and Choi, Eunsol and Artzi, Yoav and Zettlemoyer, Luke},
  year={2013},
}

@inproceedings{key:2004bos-ccg,
	author    = {Bos, Johan  and  Clark, Stephen  and  Steedman, Mark  and  Curran, James R.  and  Hockenmaier, Julia},
	title     = {Wide-Coverage Semantic Representations from a {CCG} Parser },
	booktitle = {Coling},
}

@InProceedings{key:2005kate-semantics,
	title={Learning to Transform Natural to Formal Languages},
	author={Rohit J. Kate and Yuk Wah Wong and Raymond J. Mooney},
	booktitle={AAAI},
	address={Pittsburgh, PA},
	key={nll, semantic parsing},
	year={2005},
}

@inproceedings{key:2008kate-semantics,
	title={Transforming Meaning Representation Grammars to Improve Semantic Parsing},
	author={Rohit J. Kate},
	booktitle={CoNLL},
	address={Manchester, UK},
	year={2008},
}

@inproceedings{key:2011liang-semantics,
	title = {Learning Dependency-Based Compositional Semantics},
	author = {Percy Liang and Michael Jordan and Dan Klein},
	booktitle = {ACL},
	year = {2011},
}

@inproceedings{key:2010clarke-semantics,
	author = {James Clarke and Dan Goldwasser and Ming-Wei Chang and Dan Roth},
	title = {Driving Semantic Parsing from the World's Response},
	booktitle = {CoNLL},
	year = {2010},
	address = {Uppsala, Sweden},
}

@book{key:1996steedman-ccg,
	author = {Steedman, M.},
	editor = {Mass, Cambridge},
	publisher = {MIT Press},
	title = {Surface Structure and Interpretation},
	year = {1996}
}

@book{key:2000steedman-ccg,
 author = {Steedman, Mark},
 title = {The syntactic process},
 year = {2000},
 publisher = {MIT Press},
 address = {Cambridge, MA, USA},
}

@inproceedings{key:2005zettlemoyer-semantics,
  author = {Zettlemoyer, Luke S. and Collins, Michael},
  booktitle = {UAI},
  publisher = {AUAI Press},
  title = {Learning to Map Sentences to Logical Form: Structured Classification with Probabilistic Categorial Grammars.},
  year = 2005,
}

@inproceedings{key:2007zettlemoyer-semantics,
	author = {Luke S. Zettlemoyer and Michael Collins},
	title = {Online learning of relaxed {CCG} grammars for parsing to logical form},
	booktitle = {EMNLP-CoNLL},
	year = {2007},
}

@InProceedings{key:1996zelle-semantics,
	title={Learning to Parse Database Queries using Inductive Logic Programming},
	author={John M. Zelle and Raymond J. Mooney},
	booktitle={AAAI/IAAI},
	address={Portland, OR},
	year={1996},
}

@inproceedings{key:2007suchanek-yago,
  title={Yago: a core of semantic knowledge},
  author={Suchanek, Fabian M and Kasneci, Gjergji and Weikum, Gerhard},
  booktitle={Proceedings of the 16th international conference on World Wide Web},
  year={2007},
}

@inproceedings{key:2001barker-component,
  title={A library of generic concepts for composing knowledge bases},
  author={Barker, Ken and Porter, Bruce and Clark, Peter},
  booktitle={Proceedings of the 1st international conference on Knowledge capture},
  year={2001},
}

%%%
% TEMPORAL
%%%
@book{key:1947reichenback-temporal,
	title = {Elements of Symbolic Logic},
	author = {Hans Reichenbach},
	publisher = {Macmillan, New York},
	year = {1947}
}

@inproceedings{key:2012chang-temporal,
	author = {Chang, Angel and Manning, Chris},
	title = {{SUTIME:} A Library for Recognizing and Normalizing Time Expressions},
	booktitle = { Language Resources and Evaluation},
	year = {2012},
}

@incollection{key:2003saquete-temporal,
   author = {Saquete, E. and Muñoz, R. and Martínez-Barco, P.},
   title = {TERSEO: Temporal Expression Resolution System Applied to Event Ordering},
   booktitle = {Text, Speech and Dialogue},
   year = {2003}
}

@inproceedings{key:2004puscasu-temporal,
	author = {Puscasu, G.},
	title = {A Framework for Temporal Resolution},
	booktitle = {LREC},
	location = {Lisbon, Portugal},
	year = {2004},
}

@inproceedings{key:2010kolomiyets-temporal,
	author = {Kolomiyets, Oleksandr and Moens, Marie-Francine},
	title = {{KUL:} Recognition and normalization of temporal expressions},
	booktitle = {Proceedings of the 5th International Workshop on Semantic Evaluation},
	series = {{Sem-Eval} '10},
	year = {2010},
} 

@article{key:1991allen-temporal,
	author = {Allen, James F.},
	title = {Time and time again: The many ways to represent time},
	journal = {International Journal of Intelligent Systems},
	publisher = {Wiley Subscription Services, Inc., A Wiley Company},
	year = {1991},
}

@inproceedings{key:1981allen-temporal,
	author = {Allen, James F.},
	title = {An interval-based representation of temporal knowledge},
	booktitle = {Proceedings of the 7th international joint conference on Artificial intelligence},
	year = {1981},
	publisher = {Morgan Kaufmann Publishers Inc.},
	address = {San Francisco, CA, USA},
}

@article{key:1988moens-temporal,
	author = {Moens, Marc and Steedman, Mark},
	title = {Temporal ontology and temporal reference},
	journal = {Computational Linguistics},
	year = {1988},
	publisher = {MIT Press},
	address = {Cambridge, MA, USA},
}

@article{key:2010condoravdi-temporal,
   author = {Condoravdi, Cleo},
   title = {{NPI} licensing in temporal clauses},
   journal = {Natural Language and Linguistic Theory},
   year = {2010},
}

@inproceedings{key:2010grover-temporal,
	author = {Grover, Claire and Tobin, Richard and Alex, Beatrice and Byrne, Kate},
	title = {Edinburgh-{LTG:} {TempEval-2} system description},
	booktitle = {Proceedings of the 5th International Workshop on Semantic Evaluation},
	series = {Sem-Eval},
	year = {2010},
}

@inproceedings{key:2010strotgen-temporal,
	author = {Str\"{o}tgen, Jannik and Gertz, Michael},
	title = {HeidelTime: High quality rule-based extraction and normalization of temporal expressions},
	booktitle = {Proceedings of the 5th International Workshop on Semantic Evaluation},
	series = {Sem-Eval},
	year = {2010},
}

@inproceedings{key:2010uzzaman-temporal,
	author = {UzZaman, Naushad and Allen, James F.},
	title = {{TRIPS} and {TRIOS} system for {TempEval-2}: Extracting temporal information from text},
	booktitle = {Proceedings of the 5th International Workshop on Semantic Evaluation},
	series = {Sem-Eval},
	year = {2010},
}

@InProceedings{key:2000mani-temporal,
	author    = {Inderjeet Mani  and  George Wilson},
	title     = {Robust Temporal Processing of News},
	booktitle = {ACL},
	year      = {2000},
	address   = {Hong Kong},
}

@InProceedings{key:2010verhagen-tempeval,
  author    = {Verhagen, Marc  and  Sauri, Roser  and  Caselli, Tommaso  and  Pustejovsky, James},
  title     = {SemEval-2010 Task 13: {TempEval-2}},
  booktitle = {Proceedings of the 5th International Workshop on Semantic Evaluation},
  year      = {2010},
  address   = {Uppsala, Sweden},
}

@inproceedings{key:2003pustejovsky-timeml,
    author = {James Pustejovsky and José Castaño and Robert Ingria and Roser Saurí and Robert Gaizauskas and Andrea Setzer and Graham Katz},
    title = {Timeml: Robust specification of event and temporal expressions in text},
    booktitle = {in Fifth International Workshop on Computational Semantics (IWCS-5)},
    year = {2003}
}

@inproceedings{key:2010llorens-tipsem,
  title={TIPSem (English and Spanish): Evaluating CRFs and Semantic Roles in TempEval-2},
  author={Llorens, Hector and Saquete, Estela and Navarro, Borja},
  booktitle={Proceedings of the 5th International Workshop on Semantic Evaluation},
  year={2010}
}

@inproceedings{2010vicente-uc3m,
  title={UC3M system: Determining the extent, type and value of time expressions in TempEval-2},
  author={Vicente-D{\'\i}ez, Mar{\'\i}a Teresa and Schneider, Juli{\'a}n Moreno and Mart{\'\i}nez, Paloma},
  booktitle={proceedings of the Semantic Evaluation--2 (Semeval 2010), ACL Conference, Uppsala (Sweden)},
  year={2010}
}

%%%
% LEXICAL SEMANTICS
%%%
@InProceedings{2012das-lex,
  author    = {Das, Dipanjan  and  Smith, Noah A.},
  title     = {Graph-Based Lexicon Expansion with Sparsity-Inducing Penalties},
  booktitle = {NAACL-HLT},
  month     = {June},
  year      = {2012},
  address   = {Montr\'{e}al, Canada},
}

@article{key:2006budanitsky-wordnet,
  title={Evaluating {W}ord{N}et-based measures of lexical semantic relatedness},
  author={Budanitsky, A. and Hirst, G.},
  journal={Computational Linguistics},
  year={2006},
  publisher={MIT Press}
}

@article{key:huang-vectors,
  title={Improving Word Representations via Global Context and Multiple Word Prototypes},
  author={Huang, Eric H and Socher, Richard and Manning, Christopher D. and Ng, Andrew Y},
  journal={ACL},
  year={2012}
}

%%%
% MACHINE LEARNING
%%%
@InProceedings{key:2012samdani-em,
  author    = {Samdani, Rajhans  and  Chang, Ming-Wei  and  Roth, Dan},
  title     = {Unified Expectation Maximization},
  booktitle = {NAACL-HLT},
  month     = {June},
  year      = {2012},
  address   = {Montr\'{e}al, Canada},
}

%%%
% QUESTION ANSWERING
%%%
@inproceedings{key:2006voorhees-trec,
  title={Overview of {TREC} 2006},
  author={Ellen M. Voorhees},
  booktitle={TREC},
  year={2006}
}

@inproceedings{key:2007dang-trec,
  title={Overview of the {TREC} 2007 Question Answering Track},
  author={Hoa Trang Dang and Diane Kelly and Jimmy J. Lin},
  booktitle={TREC},
  year={2007}
}

@inproceedings{key:2007cao-trec,
  title={Learning to rank: from pairwise approach to listwise approach},
  author={Zhe Cao and Tao Qin and Tie-Yan Liu and Ming-Feng Tsai and Hang Li},
  booktitle={ICML},
  year={2007}
}

@inproceedings{key:2008voorhees-trec,
  title={Building a question answering test collection},
  author={Ellen M. Voorhees and Dawn M. Tice},
  booktitle={SIGIR},
  year={2000}
}

@article{key:2010ferrucci-watson,
  title={The {AI} behind {W}atson},
  author={Ferrucci, David and Brown, Eric and Chu-Carroll, Jennifer and Fan, Jmes and Gondek, David and Kalyanpur, Aditya and Lally, Adam and Murdock, J. William and Nyberg, Eric and Prager, John and Schlaefer, Nico and Welty, Chris},
  journal={The AI Magazine},
  year={2010}
}

@inproceedings{key:2003moldovan-trec,
 author = {Moldovan, Dan and Clark, Christine and Harabagiu, Sanda and Maiorano, Steve},
 title = {{COGEX}: A Logic Prover for Question Answering},
 booktitle = {NAACL},
 year = {2003},
} 

@inproceedings{key:2004ahn-trec,
  title={Using {W}ikipedia at the {TREC} {QA} Track},
  author={David Ahn and Valentin Jijkoun and Gilad Mishne and Karin M\"{u}ller and Maarten de Rijke and Stefan Schlobach},
  booktitle={TREC},
  year={2004}
}

@inproceedings{key:2006chen-trec,
  title={Reranking Answers for Definitional QA Using Language Modeling},
  author={Yi Chen and Ming Zhou and Shilong Wang},
  booktitle={ACL},
  year={2006}
}

@inproceedings{key:2014berant-bioprocess,
  title={Modeling biological processes for reading comprehension},
  author={Berant, Jonathan and Srikumar, Vivek and Chen, Pei-Chun and Huang, Brad and Manning, Christopher D. and Vander Linden, Abby and Harding, Brittany and Clark, Peter},
  booktitle={EMNLP},
  year={2014}
}

@inproceedings{key:2014fader-openqa,
  title={Open Question Answering Over Curated and Extracted Knowledge Bases},
  author={Fader, Anthony and Zettlemoyer, Luke and Etzioni, Oren},
  booktitle={KDD},
  year={2014},
}
@inproceedings{key:2001voorhees-trec,
  title={Question answering in {TREC}},
  author={Voorhees, Ellen M.},
  booktitle={Proceedings of the tenth international conference on Information and knowledge management},
  year={2001},
}

@inproceedings{key:1999srihari-trec,
  title={Information Extraction Supported Question Answering},
  author={Rohini K. Srihari and Wei Li},
  booktitle={TREC},
  year={1999}
}


@incollection{key:2007penas-ave,
  title={Overview of the answer validation exercise 2006},
  author={Pe{\~n}as, Anselmo and Rodrigo, {\'A}lvaro and Sama, Valent{\'\i}n and Verdejo, Felisa},
  booktitle={Evaluation of Multilingual and Multi-modal Information Retrieval},
  year={2007},
}

@incollection{key:2008penas-ave,
  title={Overview of the answer validation exercise 2007},
  author={Pe{\~n}as, Anselmo and Rodrigo, {\'A}lvaro and Verdejo, Felisa},
  booktitle={Advances in Multilingual and Multimodal Information Retrieval},
  year={2008},
}

@incollection{key:2009rodrigo-ave,
  title={Overview of the answer validation exercise 2008},
  author={Rodrigo, {\'A}lvaro and Pe{\~n}as, Anselmo and Verdejo, Felisa},
  booktitle={Evaluating Systems for Multilingual and Multimodal Information Access},
  year={2009},
}

%%%
% Entity Linking
%%%
@inproceedings{key:2012lin-el,
  title={No noun phrase left behind: detecting and typing unlinkable entities},
  author={Lin, Thomas and Etzioni, Oren and others},
  booktitle={EMNLP-CoNLL},
  year={2012},
}

@inproceedings{key:2011ratinov-el,
  title={Local and global algorithms for disambiguation to wikipedia},
  author={Ratinov, Lev and Roth, Dan and Downey, Doug and Anderson, Mike},
  booktitle={ACL},
  year={2011},
}

%%%
% INFORMATION EXTRACTION
%%%
@InProceedings{key:2014pink-kbp,
  author={Pink, Glen and Nothman, Joel and Curran, James R.},
  title="Analysing recall loss in named entity slot filling",
  booktitle="EMNLP",
  year="2014",
}

@inproceedings{key:2013soderland-kbp,
  title={Open Information Extraction to {KBP} Relations in 3 Hours},
  author={Stephen Soderland and John Gilmer and Robert Bart and Oren Etzioni and Daniel S. Weld},
  booktitle={Text Analysis Conference},
  year={2013},
}

@inproceedings{key:2013xu-filling,
  title={Filling Knowledge Base Gaps for Distant Supervision of Relation Extraction},
  author={Xu, Wei and Zhao, Le and Hoffman, Raphael and Grishman, Ralph},
  booktitle={ACL},
  year={2013},
}

@inproceedings{key:2004doddington-ace,
  title={The Automatic Content Extraction ({ACE}) Program--Tasks, Data, and Evaluation.},
  author={Doddington, George R and Mitchell, Alexis and Przybocki, Mark A and Ramshaw, Lance A and Strassel, Stephanie and Weischedel, Ralph M},
  booktitle={LREC},
  year={2004},
}

@inproceedings{key:2007surdeanu-ace,
  title={Robust information extraction with perceptrons},
  author={Surdeanu, Mihai and Ciaramita, Massimiliano},
  booktitle={ACE07 Proceedings},
  year={2007}
}

@inproceedings{key:2005zhou-ace,
  title={Exploring various knowledge in relation extraction},
  author={GuoDong, Zhou and Jian, Su and Jie, Zhang and Min, Zhang},
  booktitle={ACL},
  year={2005},
}

@inproceedings{key:2011sun-kbp,
  title={New {Y}ork {U}niversity 2011 system for {KBP} slot filling},
  author={Sun, Ang and Grishman, Ralph and Xu, Wei and Min, Bonan},
  booktitle={TAC-KBP},
  year={2011}
}

@inproceedings{key:2009mintz-distsup,
  title={Distant supervision for relation extraction without labeled data},
  author={Mintz, Mike and Bills, Steven and Snow, Rion and Jurafsky, Dan},
  booktitle={ACL},
  year={2009},
}

@inproceedings{key:2013min-incomplete,
  title={Distant Supervision for Relation Extraction with an Incomplete Knowledge Base},
  author={Min, Bonan and Grishman, Ralph and Wan, Li and Wang, Chang and Gondek, David},
  booktitle={NAACL-HLT},
  year={2013},
}

@inproceedings{key:1999craven-distsup,
  title={Constructing biological knowledge bases by extracting information from text sources.},
  author={Craven, Mark and Kumlien, Johan},
  booktitle={AAAI},
  year={1999},
}

@inproceedings{key:2007wu-distsup,
  title={Autonomously semantifying wikipedia},
  author={Wu, Fei and Weld, Daniel S},
  booktitle={Proceedings of the sixteenth ACM conference on information and knowledge management},
  year={2007},
  organization={ACM}
}

% rules
@inproceedings{key:2010grishman-kbp,
  title={New {Y}ork {U}niversity {KBP} 2010 slot-filling system},
  author={Grishman, Ralph and Min, Bonan},
  booktitle={TAC-KBP},
  year={2010}
}

@phdthesis{key:1997soderland-kbp,
  title={Learning text analysis rules for domain-specific natural language processing},
  author={Soderland, Stephen},
  year={1997},
  school={University of Massachusetts}
}

@inproceedings{key:2010chen-kbp,
  title={{CUNY}-{BLENDER}},
  author={Chen, Zheng and Tamang, Suzanne and Lee, Adam and Li, Xiang and Lin, Wen-Pin and Snover, Matthew and Artiles, Javier and Passantino, Marissa and Ji, Heng},
  booktitle={TAC-KBP},
  year={2010}
}

@inproceedings{key:2010ji-kbpoverview,
  title={Overview of the {TAC} 2010 knowledge base population track},
  author={Ji, Heng and Grishman, Ralph and Dang, Hoa Trang and Griffitt, Kira and Ellis, Joe},
  booktitle={TAC-KBP},
  year={2010}
}

@inproceedings{key:2013surdeanu-kbpoverview,
  title={Overview of the {TAC} 2013 knowledge base population evaluation: English slot filling and temporal slot filling},
  author={Surdeanu, Mihai},
  booktitle={Sixth Text Analysis Conference},
  year={2013}
}

@InProceedings{key:2012spitkovsky-wikipedia,
  address   = {Istanbul, Turkey},
  author    = {Spitkovsky, Valentin and  Chang, Angel},
  booktitle = {LREC},
  title     = {A Cross-Lingual Dictionary for {E}nglish {W}ikipedia Concepts},
}
@inproceedings{key:2012surdeanu-mimlre,
	year = {2012}, 
	author = {Surdeanu, Mihai and Julie Tibshirani and Ramesh Nallapati and Christopher D. Manning},
	booktitle = {EMNLP}, 
	title = {Multi-instance Multi-label Learning for Relation Extraction}, 
}

@inproceedings{key:2011hoffman-kbp,
  title={Knowledge-based weak supervision for information extraction of overlapping relations},
  author={Hoffmann, Raphael and Zhang, Congle and Ling, Xiao and Zettlemoyer, Luke and Weld, Daniel S},
  booktitle={ACL-HLT},
  year={2011}
}

@inproceedings{key:2013riedel-schemas,
  title={Relation Extraction with Matrix Factorization and Universal Schemas},
  author={Riedel, Sebastian and Yao, Limin and McCallum, Andrew and Marlin, Benjamin M},
  booktitle={NAACL-HLT},
  year={2013}
}

@inproceedings{key:2012yao-schemas,
  title={Probabilistic databases of universal schema},
  author={Yao, Limin and Riedel, Sebastian and McCallum, Andrew},
  booktitle={AKBC},
  year={2012},
}

%%%
% ONTOLOGY AUGMENTATION
%%%
@inproceedings{key:2012jenatton-completion,
  title={A latent factor model for highly multi-relational data},
  author={Jenatton, Rodolphe and Roux, Nicolas L and Bordes, Antoine and Obozinski, Guillaume R},
  booktitle={NIPS},
  year={2012}
}
@inproceedings{key:2011bordes-completion,
  title={Learning Structured Embeddings of Knowledge Bases},
  author={Bordes, Antoine and Weston, Jason and Collobert, Ronan and Bengio, Yoshua and others},
  booktitle={AAAI},
  year={2011}
}
@article{key:2013chen-completion,
  title={Learning new facts from knowledge bases with neural tensor networks and semantic word vectors},
  author={Chen, Danqi and Socher, Richard and Manning, Christopher D. and Ng, Andrew Y},
  journal={arXiv preprint arXiv:1301.3618},
  year={2013}
}
@inproceedings{key:2013socher-completion,
  title={Reasoning With Neural Tensor Networks for Knowledge Base Completion},
  author={Socher, Richard and Chen, Danqi and Manning, Christopher D. and Ng, Andrew},
  booktitle={NIPS},
  year={2013}
}
@inproceedings{key:2006snow-wordnet,
  title={Semantic taxonomy induction from heterogenous evidence},
  author={Snow, Rion and Jurafsky, Daniel and Ng, Andrew Y},
  booktitle={ACL},
  year={2006},
}

@inproceedings{key:2011tandon-conceptnet,
  title={Deriving a web-scale common sense fact database},
  author={Tandon, Niket and de Melo, Gerard and Weikum, Gerhard},
  booktitle={AAAI},
  year={2011}
}

@article{key:1995lenat-cyc,
  title={CYC: A large-scale investment in knowledge infrastructure},
  author={Lenat, Douglas B},
  journal={Communications of the ACM},
  year={1995},
}

%%%
% OpenIE
%%%
@inproceedings{key:2010wu-openie,
  title={Open information extraction using {W}ikipedia},
  author={Wu, Fei and Weld, Daniel S},
  booktitle={ACL},
  year={2010},
}
@article{key:2011etzioni-nature,
  title={Search needs a shake-up},
  author={Etzioni, Oren},
  journal={Nature},
  volume={476},
  number={7358},
  pages={25--26},
  year={2011},
}
@article{key:2010soderland-nfl,
  title={Adapting open information extraction to domain-specific relations},
  author={Soderland, Stephen and Roof, Brendan and Qin, Bo and Xu, Shi and Etzioni, Oren},
  journal={AI Magazine},
  volume={31},
  number={3},
  pages={93--102},
  year={2010}
}
@article{key:2013gardnerpra-nell, 
  title={Improving Learning and Inference in a Large Knowledge-base using Latent Syntactic Cues},
  author={Gardner, Matt and Talukdar, Partha Pratim and Kisiel, Bryan and Mitchell, Tom},
  journal={EMNLP},
  year={2013},
}
@inproceedings{key:2008bollacker-freebase,
  title={Freebase: a collaboratively created graph database for structuring human knowledge},
  author={Bollacker, Kurt and Evans, Colin and Paritosh, Praveen and Sturge, Tim and Taylor, Jamie},
  booktitle={Proceedings of the ACM SIGMOD international conference on Management of data},
  year={2008},
}

@inproceedings{key:2011fader-reverb,
  title={Identifying relations for open information extraction},
  author={Fader, Anthony and Soderland, Stephen and Etzioni, Oren},
  booktitle={EMNLP},
  year={2011},
}

@article{key:2004liu-conceptnet,
  title={{C}oncept{N}et: a practical Commonsense Reasoning Toolkit},
  author={Liu, Hugo and Singh, Push},
  journal={BT technology journal},
  year={2004},
}

@inproceedings{key:2007yates-textrunner,
  title={{T}ext{R}unner: Open information extraction on the web},
  author={Yates, Alexander and Cafarella, Michael and Banko, Michele and Etzioni, Oren and Broadhead, Matthew and Soderland, Stephen},
  booktitle={ACL-HLT},
  year={2007},
}

@inproceedings{key:2012mausam-ollie,
  title={Open Language Learning for Information Extraction},
  author={Mausam and Michael Schmitz and Bart, Robert and Soderland, Stephen and Etzioni, Oren},
  booktitle = {EMNLP},
  year={2012}
}

@inproceedings{key:2010carlson-nell,
  title={Toward an architecture for never-ending language learning},
  author={Carlson, Andrew and Betteridge, Justin and Kisiel, Bryan and Settles, Burr and Hruschka Jr, Estevam R and Mitchell, Tom M},
  booktitle={AAAI},
  year={2010}
}

@inproceedings{key:2013mesquita-exemplar,
  title={Effectiveness and efficiency of open relation extraction},
  author={Mesquita, Filipe and Schmidek, Jordan and Barbosa, Denilson},
  booktitle={EMNLP},
  year={2013}
}

@article{key:2010soderland-adapting,
  title={Adapting open information extraction to domain-specific relations},
  author={Soderland, Stephen and Roof, Brendan and Qin, Bo and Xu, Shi and Etzioni, Oren and others},
  journal={AI Magazine},
  year={2010}
}

@inproceedings{key:2010-schoenmackers-horn,
  title={Learning first-order horn clauses from web text},
  author={Schoenmackers, Stefan and Etzioni, Oren and Weld, Daniel S and Davis, Jesse},
  booktitle={EMNLP},
  year={2010},
}

@inproceedings{key:2005bos-rte,
  title={Recognising textual entailment with logical inference},
  author={Bos, Johan and Markert, Katja},
  booktitle={EMNLP},
}

@InProceedings{key:2011berant-entailment,
  author    = {Berant, Jonathan and Ido Dagan and Jacob Goldberger},
  title     = {Global Learning of Typed Entailment Rules},
  booktitle = {ACL},
  year      = {2011},
  address   = {Portland, OR},
}

@article{key:2013lewis-entailment,
  title={Combined Distributional and Logical Semantics.},
  author={Lewis, Mike and Steedman, Mark},
  journal={TACL},
  volume={1},
  pages={179--192},
  year={2013}
}

@article{key:2009callan-clueweb,
  title={The {C}lue{W}eb09 data set},
  author={Callan, Jamie and Hoy, Mark and Yoo, Changkuk and Zhao, Le},
  year={2009}
}

@article{key:2002singh-openmind,
  title={Open Mind Common Sense: Knowledge acquisition from the general public},
  author={Singh, Push and Lin, Thomas and Mueller, Erik and Lim, Grace and Perkins, Travell and Li Zhu, Wan},
  journal={On the Move to Meaningful Internet Systems 2002: CoopIS, DOA, and ODBASE},
  year={2002},
}

@inproceedings{key:2007banko-openie,
  title={Open information extraction for the web},
  author={Banko, Michele and Cafarella, Michael J and Soderland, Stephen and Broadhead, Matthew and Etzioni, Oren},
  booktitle={IJCAI},
  year={2007}
}

%%%
% COMMON SENSE
%%%
@inproceedings{key:2002schubert-commonsense,
  title={Can we derive general world knowledge from texts?},
  author={Schubert, Lenhart},
  booktitle={HLT},
  year={2002},
}
@inproceedings{key:2009durme-commonsense,
  title={Deriving generalized knowledge from corpora using WordNet abstraction},
  author={Van Durme, Benjamin and Michalak, Phillip and Schubert, Lenhart K},
  booktitle={EACL},
  year={2009},
}


%%%
% GOFAI
%%%
@article{key:1980reiter-logic,
  title={A logic for default reasoning},
  author={Reiter, Raymond},
  journal={Artificial intelligence},
  year={1980},
  volume={13},
  number={1},
  pages={81--132},
}

@article{key:1989pearl-probabilistic,
  title={Probabilistic semantics for nonmonotonic reasoning: A survey},
  author={Pearl, Judea},
  year={1989},
  journal={Principles of Knowledge Representation and Reasoning}
}

@article{key:1980mccarthy-circumscription,
  title={Circumscription---a form of non-monotonic reasoning},
  author={McCarthy, John},
  journal={Artificial intelligence},
  year={1980},
  publisher={Elsevier}
}

@article{key:1978hobbs-resolving,
  title={Resolving pronoun references},
  author={Hobbs, Jerry R},
  journal={Lingua},
  year={1978},
  publisher={Elsevier}
}

@article{key:2013banarescu-amr,
  title={Abstract meaning representation for sembanking},
  author={Banarescu, Laura and Bonial, Claire and Cai, Shu and Georgescu, Madalina and Griffitt, Kira and Hermjakob, Ulf and Knight, Kevin and Koehn, Philipp and Palmer, Martha and Schneider, Nathan},
  journal={Proc. Linguistic Annotation Workshop},
  year={2013},
}

%%%
% RTE
%%%
@inproceedings{key:2007giampiccolo-rte,
	Author = {Giampiccolo, Danilo and Magnini, Bernardo and Dagan, Ido and Dolan, Bill},
	Booktitle = {Proc. of the ACL-PASCAL workshop on textual entailment and paraphrasing},
	Title = {The third {PASCAL} recognizing textual entailment challenge},
	Year = {2007},
}

@InProceedings{key:2008hickl-rte,
  author    = {Hickl, Andrew},
  title     = {Using Discourse Commitments to Recognize Textual Entailment},
  booktitle = {Coling},
  year      = {2008},
}


@article{key:2015clark-aristo,
  title={Elementary School Science and Math Tests as a Driver for AI: Take the Aristo Challenge!},
  author={Clark, Peter},
  journal={AIII},
  year={2015}
}

@article{key:2015hixon-aristo,
  title={Learning Knowledge Graphs for Question Answering through Conversational Dialog},
  author={Hixon, Ben and Clark, Peter and Hajishirzi, Hannaneh},
  journal={NAACL},
  year={2015}
}

@article{key:2014clark-aristo,
  title={Automatic Construction of Inference-Supporting Knowledge Bases},
  author={Clark, Peter and Balasubramanian, Niranjan and Bhakthavatsalam, Sumithra and Humphreys, Kevin and Kinkead, Jesse and Sabharwal, Ashish and Tafjord, Oyvind},
  booktitle={AKBC},
  year={2014},
}

@misc{key:NYSED,
  title={The Grade 4 Elementary-Level Science Test},
  author={NYSED},
  howpublished={\url{http://www. nysedregents.org/Grade4/Science/home.html}},
  year={2014}
}

@inproceedings{key:2013clark-aristo,
  title={A study of the knowledge base requirements for passing an elementary science test},
  author={Clark, Peter and Harrison, Philip and Balasubramanian, Niranjan},
  booktitle={AKBC},
  year={2013},
}

@article{key:2006romano-ie,
  title={Investigating a generic paraphrase-based approach for relation extraction},
  author={Romano, Lorenza and Kouylekov, Milen and Szpektor, Idan and Dagan, Ido and Lavelli, Alberto},
  journal={EACL},
  year={2006}
}

@article{key:2006glickman-rte,
  title={A lexical alignment model for probabilistic textual entailment},
  author={Glickman, Oren and Dagan, Ido and Koppel, Moshe},
  journal={Machine Learning Challenges. Evaluating Predictive Uncertainty, Visual Object Classification, and Recognising Tectual Entailment},
  year={2006},
}

%%%
% MLNs
%%%
@article{key:2011niu-tuffy,
  title={Tuffy: Scaling up statistical inference in markov logic networks using an rdbms},
  author={Niu, Feng and R{\'e}, Christopher and Doan, AnHai and Shavlik, Jude},
  journal={VLDB},
  year={2011},
}

@article{key:2014zhang-dimmwitted,
  title={DimmWitted: A study of main-memory statistical analytics},
  author={Zhang, Ce and R{\'e}, Christopher},
  journal={VLDB},
  year={2014},
}

@article{key:2006richardson-mln,
  title={Markov logic networks},
  author={Richardson, Matthew and Domingos, Pedro},
  journal={Machine learning},
  volume={62},
  number={1-2},
  pages={107--136},
  year={2006},
}

%%%
% NatLog
%%%
@inproceedings{key:2012watanabe-natlog,
  title={A Latent Discriminative Model for Compositional Entailment Relation Recognition using Natural Logic},
  author={Watanabe, Yotaro and Mizuno, Junta and Nichols, Eric and Okazaki, Naoaki and Inui, Kentaro},
  booktitle={COLING},
  year={2012}
}
@techreport{key:2008vanbenthem-natlog,
  title={A brief history of natural logic},
  author={{van} Benthem, Johan},
  year={2008},
  number={PP-2008-05},
  institution={University of Amsterdam}
}

@techreport{key:1996cooper-fracas,
  title={Using the framework},
  author={Cooper, Robin and Crouch, Dick and Van Eijck, Jan and Fox, Chris and Van Genabith, Johan and Jaspars, Jan and Kamp, Hans and Milward, David and Pinkal, Manfred and Poesio, Massimo and others},
  year={1996},
  institution={The FraCaS Consortium}
}
@book{key:1986benthem-natlog,
  title={Essays in logical semantics},
  author={{v}an Benthem, Johan},
  year={1986},
  publisher={Springer},
}
@phdthesis{key:1991valencia-natlog,
  title={Studies on natural logic and categorial grammar},
  author={{S{\'a}nchez Valencia}, V{\'\i}ctor Manuel},
  year={1991},
  school={University of Amsterdam}
}

@phdthesis{key:2009maccartney-thesis,
  title={Natural Language Inference},
  author={MacCartney, Bill},
  year={2009},
  school={Stanford}
}

@inproceedings{key:2009maccartney-natlog,
  title={An extended model of natural logic},
  author={MacCartney, Bill and Manning, Christopher D.},
  booktitle={Proceedings of the eighth international conference on computational semantics},
  year={2009},
}

@inproceedings{key:2008maccartney-natlog,
  title={Modeling semantic containment and exclusion in natural language inference},
  author={MacCartney, Bill and Manning, Christopher D.},
  booktitle={Coling},
  year={2008},
}

@inproceedings{key:2007maccartney-natlog,
  title={Natural logic for textual inference},
  author={MacCartney, Bill and Manning, Christopher D.},
  booktitle={ACL-PASCAL Workshop on Textual Entailment and Paraphrasing},
  year={2007},
}

@article{key:2014icard-natlog,
  title={Recent Progress on Monotonicity},
  author={Icard III, Thomas and Moss, Lawrence},
  journal={Linguistic Issues in Language Technology},
  year={2014}
}

@article{key:2013djalali-natlog,
  title={Synthetic logic},
  author={Djalali, Alex J},
  journal={Linguistic Issues in Language Technology},
  volume={9},
  pages={1--18},
  year={2013}
}

@article{key:2012icard-natlog,
  title={Inclusion and exclusion in natural language},
  author={Icard III, Thomas},
  journal={Studia Logica},
  year={2012},
}

@article{key:2013bowman-natlog,
  title={Can recursive neural tensor networks learn logical reasoning?},
  author={Bowman, Samuel},
  journal={ICLR (arXiv:1312.6192)},
  year={2014}
}

@inproceedings{key:2009danescu-operators,
  title={Without a'doubt'?: unsupervised discovery of downward-entailing operators},
  author={Danescu-Niculescu-Mizil, Cristian and Lee, Lillian and Ducott, Richard},
  booktitle={NAACL-HLT},
  year={2009},
}

@article{key:2014bowman-natlog,
	Author = {Bowman, Samuel R. and Potts, Christopher and Manning, Christopher D.},
	Journal = {CoRR},
	Number = {arXiv:1406.1827},
	Title = {Recursive Neural Networks Can Learn Logical Semantics},
	Year = {2014},
}

@article{key:2015bowman-natlog,
  title={Recursive neural networks can learn logical semantics},
  author={Bowman, Samuel R and Potts, Christopher and Manning, Christopher D.},
  journal={ACL-IJCNLP 2015},
  year={2015}
}

@inproceedings{key:2014marelli-sick,
  title={A {SICK} cure for the evaluation of compositional distributional semantic models.},
  author={Marelli, Marco and Menini, Stefano and Baroni, Marco and Bentivogli, Luisa and Bernardi, Raffaella and Zamparelli, Roberto},
  booktitle={LREC},
  year={2014}
}

@inproceedings{key:2015bowman-snli,
  Author = {Bowman, Samuel R. and Angeli, Gabor and Potts, Christopher, and Manning, Christopher D.},
  Booktitle = {EMNLP},
  Title = {A large annotated corpus for learning natural language inference},
  Year = {2015}
}

@article{key:2015rocktaschel-snli,
  title={Reasoning about Entailment with Neural Attention},
  author={Rockt{\"a}schel, Tim and Grefenstette, Edward and Hermann, Karl Moritz and Ko{\v{c}}isk{\`y}, Tom{\'a}{\v{s}} and Blunsom, Phil},
  journal={arXiv preprint arXiv:1509.06664},
  year={2015}
}

@article{key:2016long-snli,
  title={Long short-term memory-networks for machine reading},
  author={Cheng, Jianpeng and Dong, Li and Lapata, Mirella},
  journal={arXiv preprint arXiv:1601.06733},
  year={2016}
}


%%%
% TOOLS
%%%
@article{key:parallel,
 title = {GNU Parallel - The Command-Line Power Tool},
 author = {O. Tange},
 address = {Frederiksberg, Denmark},
 journal = {;login: The USENIX Magazine},
 month = {Feb},
 number = {1},
 volume = {36},
 year = {2011},
}

%%%
% PMI
%%%
@phdthesis{key:1994dailee-pmisquared,
  title={Approche mixte pour l'extraction automatique de terminologie: statistique lexicale et filtres linguistiques},
  author={Daille, B{\'e}atrice},
  year={1994},
  school={Universit{\'e} de Paris VII}
}

@phdthesis{key:2005evert-pmi,
  title={The statistics of word cooccurrences: word pairs and collocations},
  author={Evert, Stefan},
  year={2005},
  school={Universit{\:a}t Stuttgart}
}


%%%
% LOGIC
%%%
@book{key:1934jaskowski-deduction,
  title={On the rules of suppositions in formal logic},
  author={Ja{\'s}kowski, Stanis{\l}aw},
  year={1934},
  publisher={Nak{\l}adem Seminarjum Filozoficznego Wydzia{\l}u Matematyczno-Przyrodniczego Uniwersytetu Warszawskiego}
}

@article{key:1935gentzen-deduction1,
  title={Untersuchungen {\"u}ber das logische Schlie{\ss}en. I},
  author={Gentzen, Gerhard},
  journal={Mathematische zeitschrift},
  volume={39},
  number={1},
  pages={176--210},
  year={1935},
}

@article{key:1935gentzen-deduction2,
  title={Untersuchungen {\"u}ber das logische Schlie{\ss}en. II},
  author={Gentzen, Gerhard},
  journal={Mathematische Zeitschrift},
  volume={39},
  number={1},
  pages={405--431},
  year={1935},
}


%%%
% SENTENCE SIMPLIFICATION
%%%
@inproceedings{key:1998carroll-simplification,
  title={Practical simplification of English newspaper text to assist aphasic readers},
  author={Carroll, John and Minnen, Guido and Canning, Yvonne and Devlin, Siobhan and Tait, John},
  booktitle={Proceedings of the AAAI-98 Workshop on Integrating Artificial Intelligence and Assistive Technology},
  pages={7--10},
  year={1998},
  organization={Citeseer}
}

@inproceedings{key:1998grefenstette-simplification,
  title={Producing intelligent telegraphic text reduction to provide an audio scanning service for the blind},
  author={Grefenstette, Gregory},
  booktitle={Working notes of the AAAI Spring Symposium on Intelligent Text summarization},
  pages={111--118},
  year={1998}
}

@article{key:2000knight-simplification,
  title={Statistics-based summarization-step one: Sentence compression},
  author={Knight, Kevin and Marcu, Daniel},
  journal={AAAI/IAAI},
  volume={2000},
  pages={703--710},
  year={2000}
}

@article{key:2008clarke-simplification,
  title={Global inference for sentence compression: An integer linear programming approach},
  author={Clarke, James and Lapata, Mirella},
  journal={Journal of Artificial Intelligence Research},
  pages={399--429},
  year={2008}
}

@article{key:2015rush-simplification,
  title={A neural attention model for abstractive sentence summarization},
  author={Rush, Alexander M and Chopra, Sumit and Weston, Jason},
  journal={arXiv preprint arXiv:1509.00685},
  year={2015}
}


%%%
% SOFTWARE
%%%
@Misc{key:solr,
  title =    {Apache Solr},
  howpublished = {\url{http://lucene.apache.org/solr/}},
  year = {2016}
}

@Misc{key:lucene,
  title =    {Apache Lucene},
  howpublished = {\url{http://lucene.apache.org/}},
  year = {2016}
}