Topic 2: Language Modeling, Syntax, Parsing

#Subtopics 8
Associated Papers TBA
etc

AAN Papers

TitleAuthorDateURL

Tutorials

TitleAuthorYearUrl
Recent Advances in Dependency Parsing Qin Iris Wang, Yue Zhang 2010 http://naaclhlt2010.isi.edu/tutorials/t7-slides.pdf
Information Extraction: Theory and Practice Ronen Feldman 0 http://cs.fit.edu/~pkc/icdm03/printing/tutorials/extraction/extraction.tutorial.pdf
Chapter VI: Information Extraction Author Unknown 2011 http://resources.mpi-inf.mpg.de/d5/teaching/ws11_12/irdm/slides/irdm-6-1.pdf
Statistical Language Models for Information Retrieval ChengXiang Zhai 2007 http://sifaka.cs.uiuc.edu/czhai/pub/hlt07-zhai.pdf
NLP Lunch Tutorial: Smoothing Bill MacCartney 2005 http://nlp.stanford.edu/~wcmac/papers/20050421-smoothing-tutorial.pdf
Dependency Parsing Joakim Nivre1, Sandra Kubler 2006 http://stp.lingfil.uu.se/~nivre/docs/ACLslides.pdf
Dependency Parsing: Past, Present, and Future Wenliang Chen, Zhenghua Li, Min Zhang 2014 http://www.coling-2014.org/COLING%202014%20Tutorial-dependency-parsing%20-%20Wenliang%20Chen%20&%20Zhenghua%20Li%20&%20Min%20Zhang.pdf
Recent Advances in Dependency Parsing Ryan McDonald and Joakim Nivre 2014 http://stp.lingfil.uu.se/~nivre/docs/eacl1.pdf
Recent Advances in Dependency Parsing Ryan McDonald and Joakim Nivre 2014 http://stp.lingfil.uu.se/~nivre/docs/eacl2.pdf
Recent Advances in Dependency Parsing Ryan McDonald and Joakim Nivre 2014 http://stp.lingfil.uu.se/~nivre/docs/eacl3.pdf
Recent Advances in Dependency Parsing Ryan McDonald and Joakim Nivre 2014 http://stp.lingfil.uu.se/~nivre/docs/eacl4.pdf
Unification Grammars Shuly Wintner 2008 http://www.cs.haifa.ac.il/~shuly/malta-slides.pdf

Non AAN Papers

TitleAuthorDateURL

Lectures

TitleLecturerDateURL
Language Models 1 Dragomir Radev 2016 http://clair.eecs.umich.edu/aan/595/211.pdf
Language Models 2 Dragomir Radev 2016 http://clair.eecs.umich.edu/aan/595/212.pdf
Language Models 3 Dragomir Radev 2016 http://clair.eecs.umich.edu/aan/595/213.pdf
Noisy Channel Dragomir Radev 2016 http://clair.eecs.umich.edu/aan/595/214.pdf
POS Tagging Dragomir Radev 2016 http://clair.eecs.umich.edu/aan/595/215.pdf
Hidden Markov Models 1 Dragomir Radev 2016 http://clair.eecs.umich.edu/aan/595/221.pdf
Statistical POS Tagging Dragomir Radev 2016 http://clair.eecs.umich.edu/aan/595/231.pdf
Syntax Basics Dragomir Radev 2016 http://clair.eecs.umich.edu/aan/595/241.pdf
Parsing and CFG Dragomir Radev 2016 http://clair.eecs.umich.edu/aan/595/242.pdf
Classic Parsing Methods Dragomir Radev 2016 http://clair.eecs.umich.edu/aan/595/243.pdf
CKY Parsing Dragomir Radev 2016 http://clair.eecs.umich.edu/aan/595/244.pdf
Earley Parsing Dragomir Radev 2016 http://clair.eecs.umich.edu/aan/595/245.pdf
Penn Treebank and Misc. Dragomir Radev 2016 http://clair.eecs.umich.edu/aan/595/246.pdf
Statistical Parsing 1 Dragomir Radev 2016 http://clair.eecs.umich.edu/aan/595/251.pdf
Statistical Parsing 2 Dragomir Radev 2016 http://clair.eecs.umich.edu/aan/595/252.pdf
Lexicalized Parsing Dragomir Radev 2016 http://clair.eecs.umich.edu/aan/595/253.pdf
Unlexicalized Parsing Dragomir Radev 2016 http://clair.eecs.umich.edu/aan/595/254.pdf
Dependency Syntax Dragomir Radev 2016 http://clair.eecs.umich.edu/aan/595/255.pdf
Dependency Parsing 1 Dragomir Radev 2016 http://clair.eecs.umich.edu/aan/595/256.pdf
Dependency Parsing 2 Dragomir Radev 2016 http://clair.eecs.umich.edu/aan/595/257.pdf
Dependency Parsing 3 Dragomir Radev 2016 http://clair.eecs.umich.edu/aan/595/258.pdf
Alternative Syntactic Formalis Dragomir Radev 2016 http://clair.eecs.umich.edu/aan/595/261.pdf
Features and Unification Dragomir Radev 2016 http://clair.eecs.umich.edu/aan/595/262.pdf
TAG Dragomir Radev 2016 http://clair.eecs.umich.edu/aan/595/263.pdf
CCG Dragomir Radev 2016 http://clair.eecs.umich.edu/aan/595/264.pdf
NACLO Problems on Parsing Dragomir Radev 2016 http://clair.eecs.umich.edu/aan/595/271.pdf
NN Sequence Parsing Dragomir Radev 2016 http://clair.eecs.umich.edu/aan/595/281.pdf
PP Attachment 1 Dragomir Radev 2016 http://clair.eecs.umich.edu/aan/595/282.pdf
Hidden Markov Models 2 Dragomir Radev 2016 http://clair.eecs.umich.edu/aan/595/222.pdf
Prepositional Phrase Attachment 2 Dragomir Radev 2016 http://clair.eecs.umich.edu/aan/595/283.pdf
Prepositional Phrase Attachment 3 Dragomir Radev 2016 http://clair.eecs.umich.edu/aan/595/284.pdf
Information Extraction Dragomir Radev 2016 http://clair.eecs.umich.edu/aan/595/232.pdf
Relation Extraction Dragomir Radev 2016 http://clair.eecs.umich.edu/aan/595/233.pdf
Parsing Evaluation Dragomir Radev 2016 http://clair.eecs.umich.edu/aan/595/247.pdf

Assignments

TitleAuthorDateURL

Corpara

TitleAuthorDateURL

Libraries

TitleAuthorDateURL

Surveys

TitleAuthorDateURL
An Introduction to Conditional Random Fields Charles Sutton and Andrew McCallum 2012 http://homepages.inf.ed.ac.uk/csutton/publications/crftut-fnt.pdf
Dependency Grammar and Dependency Parsing Joakim Nivre 2005 http://stp.lingfil.uu.se/~nivre/docs/05133.pdf
Dependency Parsing Sandra Kübler, Ryan McDonald, Joakim Nivre 2009 http://www.morganclaypool.com/doi/pdf/10.2200/S00169ED1V01Y200901HLT002
Information Extraction Katharina Kaiser and Silvia Miksch 2005 http://publik.tuwien.ac.at/files/pub-inf_2999.pdf
A Survey of Named Entity Recognition and Classification David Nadeau, Satoshi Sekine 2007 http://nlp.cs.nyu.edu/sekine/papers/li07.pdf
Named Entity: History and Future Satoshi Sekine 2004 http://cs.nyu.edu/~sekine/papers/NEsurvey200402.pdf
Semantic Relations Between Nominals Vivi Nastase, Preslav Nakov, Diarmuid Ó Séaghdha, Stan Szpakowicz 2013 http://samples.sainsburysebooks.co.uk/9781608459803_sample_259063.pdf
Information Extraction Sunita Sarawagi 2008 http://pages.cs.wisc.edu/~anhai/courses/784-sp10-anhai/ieSurvey.pdf
An Introduction to Conditional Random Fields Charles Sutton and Andrew McCallum 2012 http://homepages.inf.ed.ac.uk/csutton/publications/crftut-fnt.pdf
An Introduction to Conditional Random Fields for Relational Learning Charles Sutton, Andrew McCallum 2001 https://people.cs.umass.edu/~mccallum/papers/crf-tutorial.pdf

NACLO Problems

TitleAuthorDateURL
CCG Jonathan Kummerfeld, Aleka Blackwell, and Patrick Littell 2014 http://www.nacloweb.org/resources/problems/2014/N2014-O.pdf
Combining Categories in Tok Pisin Jonathan Kummerfeld, Aleka Blackwell, and Patrick Littell 2014 http://www.nacloweb.org/resources/problems/2014/N2014-P.pdf
Grammar Rules! Andrea Schalley and Patrick Littell 2013 http://www.nacloweb.org/resources/problems/2013/N2013-F.pdf
Twodee Jason Eisner 2013 http://www.nacloweb.org/resources/problems/2013/N2013-H.pdf
One, Two, Tree Noah Smith, Kevin Gimbel, and Jason Eisner 2012 http://www.nacloweb.org/resources/problems/2012/N2012-R.pdf
Dogs and cats on trees Emily Bender 2010 http://www.nacloweb.org/resources/problems/2010/I.pdf
Sk8 Parsr Patrick Littell 2009 http://www.nacloweb.org/resources/problems/2009/N2009-G.pdf
Fakepapershelfmaker Willie Costello 2008 http://www.nacloweb.org/resources/problems/2008/N2008-F.pdf
This problem is pretty || easy Dragomir Radev 2007 http://www.nacloweb.org/resources/problems/2007/N2007-H.pdf

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