Topic 3: Semantics and Logic

#Subtopics 8
Associated Papers TBA
etc

AAN Papers

TitleAuthorDateURL

Tutorials

TitleAuthorYearUrl
Sentiment Analysis in Practice Yongzheng (Tiger) Zhang, Dan Shen, Catherine Baudin 2011 https://web.cs.dal.ca/~yongzhen/publication/paper/ICDM2011_SentimentAnalysisInPracticeTutorial.pdf
Semantic Role Labeling Past, Present and Future Lluıs Marquez 2009 https://www.cs.upc.edu/~lluism/tmp/SRL-tutorial-ACL-IJCNLP-2009.pdf
Automatic Semantic Role Labeling Scott Wen-tau Yih, Kristina Toutanova 2006 http://nlp.stanford.edu/kristina/papers/SRL-Tutorial-post-HLT-NAACL-06.pdf
Multilingual Sentiment and Subjectivity Analysis Rada Mihalcea, Carmen Banea, Janyce Wiebe 2012 http://www.aclweb.org/anthology/attachments/P/P12/P12-4004.Presentation.pdf
Sentiment Analysis and Opinion Mining Bing Liu 2011 https://www.cs.uic.edu/~liub/FBS/sentiment-analysis-tutorial-2012.pdf
Empirical Methods in Natural Language Processing Lecture 11 Word Sense Disambiguation Philipp Koehn 2008 http://www.inf.ed.ac.uk/teaching/courses/emnlp/slides/emnlp11-1x2.pdf
Advances in Word Sense Disambiguation Rada Mihalcea, Ted Pedersen 2005 http://www.uniroma2.it/didattica/MGRI/deposito/wsd_tutorialsmall_pt1.pdf
Computational Analysis of Affect and Emotion in Language Saif M. Mohammad, Cecilia Ovesdotter Alm 2015 https://www.cs.cmu.edu/~ark/EMNLP-2015/tutorials/6/6_OptionalAttachment.pdf
Sentiment Analysis of Social Media Texts Saif M. Mohammad, Xiaodan Zhu 2014 http://www.saifmohammad.com/WebDocs/EMNLP2014-SentimentTutorial.pdf
Semantic Parsing with Combinatory Categorial Grammars Yoav Artzi, Nicholas FitzGerald and Luke Zettlemoyer 2013 http://yoavartzi.com/pub/afz-tutorial.acl.2013.pdf
Learning Semantic Relations from Text Preslav Nakov, Diarmuid O Seaghdha, Vivi Nastase, Stan Szpakowicz 2015 http://www.emnlp2015.org/tutorials/10/10_OptionalAttachment.pdf
Semantic Similarity Frontiers: From Concepts to Documents David Jurgens, Mohammad Taher Pilehvar 2015 http://www.emnlp2015.org/tutorials/34/34_OptionalAttachment.pdf
New Directions in Vector Space Models of Meaning Edward Grefenstette, Karl Moritz Hermann, Georgiana Dinu, Phil Blunsom 2014 https://www.cs.ox.ac.uk/files/6605/aclVectorTutorial.pdf
Semantic Parsing with Combinatory Categorial Grammars Yoav Artzi, Nicholas FitzGerald and Luke Zettlemoyer 2013 http://yoavartzi.com/pub/afz-tutorial.acl.2013.pdf
MASWS Natural Language and the SemanticWeb Kate Byrne 2011 http://homepages.inf.ed.ac.uk/kbyrne3/docs/masws10.pdf
Modeling Natural Language Semantics with Learned Representations Samuel R. Bowman 2016 https://web.stanford.edu/class/cs224u/materials/cs224u-2016-bowman.pdf
Natural Language Understanding: Foundations and State-of-the-Art Percy Liang 2015 http://icml.cc/2015/tutorials/icml2015-nlu-tutorial.pdf
Mining Large Time-evolving Data Using Matrix and Tensor Tools Christos Faloutsos, Tamara G. Kolda Sandia, Jimeng Sun 2007 http://www.cs.cmu.edu/~jimeng/papers/ICMLtutorial.pdf
Opinion Mining & Summarization - Sentiment Analysis Bing Liu 2008 https://www.cs.uic.edu/~liub/FBS/opinion-mining-sentiment-analysis.pdf
Semantic Role Labeling Tutorial Martha Palmer 2013 http://naacl2013.naacl.org/Documents/semantic-role-labeling-part-1-naacl-2013-tutorial.pdf
Semantic Role Labeling Tutorial: Part 2 Supervised Machine Learning methods Shumin Wu 2013 http://naacl2013.naacl.org/Documents/semantic-role-labeling-part-2-naacl-2013-tutorial.pdf
Semantic Role Labeling Tutorial: Part 3 Semi- , unsupervised and cross-lingual approaches Ivan Titov 2013 http://naacl2013.naacl.org/Documents/semantic-role-labeling-part-3-naacl-2013-tutorial.pdf
Semantics for Semantic Parsing Mark Steedman 2014 http://yoavartzi.com/sp14/slides/steedman.sp14.pdf
Matrix and Tensor Factorization Methods for Natural Language Processing Guillaume Bouchard, Jason Naradowsky, Sebastian Riedel, Tim Rocktaschel, Andreas Vlachos 2015 http://acl2015.org/tutorials-t5.html
Semantic Role Labeling Tutorial Martha Palmer, Shumin Wu, Ivan Titov 2013 http://naacl2013.naacl.org/Documents/semantic-role-labeling-part-1-naacl-2013-tutorial.pdf

Non AAN Papers

TitleAuthorDateURL

Lectures

TitleLecturerDateURL
Text Similarity Intro Dragomir Radev 2016 http://clair.eecs.umich.edu/aan/595/311.pdf
Stemming Dragomir Radev 2016 http://clair.eecs.umich.edu/aan/595/312.pdf
Edit Distance Dragomir Radev 2016 http://clair.eecs.umich.edu/aan/595/313.pdf
Semantic Similarity Dragomir Radev 2016 http://clair.eecs.umich.edu/aan/595/314.pdf
Wordnet Dragomir Radev 2016 http://clair.eecs.umich.edu/aan/595/315.pdf
Thesaurus-based Similarity Dragomir Radev 2016 http://clair.eecs.umich.edu/aan/595/316.pdf
Vector Representations Dragomir Radev 2016 http://clair.eecs.umich.edu/aan/595/321.pdf
Vector Semantics Dragomir Radev 2016 http://clair.eecs.umich.edu/aan/595/322.pdf
Dimensionality Reduction Dragomir Radev 2016 http://clair.eecs.umich.edu/aan/595/341.pdf
Entailment and Paraphrasing Dragomir Radev 2016 http://clair.eecs.umich.edu/aan/595/351.pdf
Collocations Dragomir Radev 2016 http://clair.eecs.umich.edu/aan/595/352.pdf
Text Kernels Dragomir Radev 2016 http://clair.eecs.umich.edu/aan/595/342.pdf
Semantics Dragomir Radev 2016 http://clair.eecs.umich.edu/aan/595/361.pdf
First Order Logic Dragomir Radev 2016 http://clair.eecs.umich.edu/aan/595/362.pdf
Knowledge Representation Dragomir Radev 2016 http://clair.eecs.umich.edu/aan/595/363.pdf
Inference Dragomir Radev 2016 http://clair.eecs.umich.edu/aan/595/364.pdf
Semantic Role Labelling Dragomir Radev 2016 http://clair.eecs.umich.edu/aan/595/367.pdf
Word Sense Disambiguation Dragomir Radev 2016 http://clair.eecs.umich.edu/aan/595/391.pdf
Semantic Parsing Dragomir Radev 2016 http://clair.eecs.umich.edu/aan/595/365.pdf
Sentiment Analysis Dragomir Radev 2016 http://clair.eecs.umich.edu/aan/595/381.pdf
Sentiment Lexicons Dragomir Radev 2016 http://clair.eecs.umich.edu/aan/595/382.pdf

Assignments

TitleAuthorDateURL

Corpara

TitleAuthorDateURL

Libraries

TitleAuthorDateURL

Surveys

TitleAuthorDateURL
Survey: Semantic Role Labeling and Dependency Parsing Janardhan Singh 2013 http://www.cfilt.iitb.ac.in/resources/surveys/SRL-Literature_Survey-2013-Avishek.pdf
Semantic Role Labeling: An Introduction to the Special Issue Lluıs Marquez, Xavier Carreras, Kenneth C.Litkowski, Suzanne Stevenson 2008 http://www.eng.utah.edu/~cs6961/papers/srl-intro-compling.pdf
Semantic Role Labeling Martha Palmer, Daniel Gildea, Nianwen Xue 2010 http://www.oxfordhandbooks.com/view/10.1093/oxfordhb/9780199573691.001.0001/oxfordhb-9780199573691-e-023?mediaType=Article
Opinion mining and sentiment analysis Bo Pang and Lillian Lee 2008 http://www.cs.cornell.edu/home/llee/omsa/omsa.pdf
Sentiment Analysis Subhabrata Mukherjee 2012 https://arxiv.org/ftp/arxiv/papers/1304/1304.4520.pdf
Sentiment Analysis and Opinion Mining: A Survey G.Vinodhini, RM.Chandrasekaran 2012 https://www.ijarcsse.com/docs/papers/June2012/Volume_2_issue_6/V2I600263.pdf
A Survey of Paraphrasing and Textual Entailment Methods Ion Androutsopoulos, Prodromos Malakasiotis 2010 https://www.jair.org/media/2985/live-2985-5001-jair.pdf
Recognizing Textual Entailment Ido Dagan, Dan Roth, Mark Sammons, Fabio Massimo Zanzotto 2013 http://www.aclweb.org/anthology/J15-1008
Word Sense Disambiguation: The State of the Art Nancy Ide and Jean Véronis 1998 http://sites.univ-provence.fr/~veronis/pdf/1998wsd.pdf
Word Sense Disambiguation: A Survey Roberto Navigli 2009 https://www.researchgate.net/profile/Roberto_Navigli/publication/220566219_Word_sense_disambiguation_A_survey/links/54bba1370cf253b50e2d1055.pdf
Sentiment Analysis and Subjectivity Bing Liu 2010 https://www.cs.uic.edu/~liub/FBS/NLP-handbook-sentiment-analysis.pdf
Opinion mining and sentiment analysis Bo Pang and Lillian Lee 2008 http://www.cs.cornell.edu/home/llee/omsa/omsa.pdf

NACLO Problems

TitleAuthorDateURL
A Matter of Horn Clauses Josh Falk 2016 http://www.nacloweb.org/resources/problems/2016/N2016-P.pdf
Zoink! Dragomir Radev, Christiane Fellbaum, and Jonathan May 2015 http://www.nacloweb.org/resources/problems/2015/N2015-G.pdf
Levenshtein's Fine Signs Blake Allen and Patrick Littell 2014 http://www.nacloweb.org/resources/problems/2014/N2014-C.pdf
Bertrand and Russell Ben King 2014 http://www.nacloweb.org/resources/problems/2014/N2014-H.pdf
A fox among the h Patrick Littell 2012 http://www.nacloweb.org/resources/problems/2012/N2012-K.pdf
The Little Engine that Could... Read Patrick Littell and James Pustejovsky 2012 http://www.nacloweb.org/resources/problems/2012/N2012-O.pdf
Hypo-Hmong-driac David Mortensen 2009 http://www.nacloweb.org/resources/problems/2009/N2009-J.pdf
Orwellspeak Jason Eisner 2009 http://www.nacloweb.org/resources/problems/2009/N2009-M.pdf
Thorny Stems Eric Breck 2008 http://www.nacloweb.org/resources/problems/2008/N2008-H.pdf
We are all molistic in a way Dragomir Radev 2007 http://www.nacloweb.org/resources/problems/2007/N2007-A.pdf

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