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magistraleinformatica:eln:start [15/12/2016 alle 06:41 (6 anni fa)]
Giuseppe Attardi [Lecture Notes]
magistraleinformatica:eln:start [07/03/2018 alle 10:19 (4 anni fa)]
Giuseppe Attardi [Textbooks]
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 | 1/12/2016 | Dependency Parsing ({{:magistraleinformatica:eln:esslli4.pdf|Graph Based }})| | | 1/12/2016 | Dependency Parsing ({{:magistraleinformatica:eln:esslli4.pdf|Graph Based }})| |
 | 2/12/2016 | Sentiment Analysis{{:magistraleinformatica:eln:13-opinionmining.ppt|}} |  | | 2/12/2016 | Sentiment Analysis{{:magistraleinformatica:eln:13-opinionmining.ppt|}} |  |
-|  | State of the Art in Sentiment Analysis of Tweets [[http://www.saifmohammad.com/WebDocs/web-Atlanta-Talk-SemEval2013-Sentiment.pdf|NRC Canada at SemEval 2013]] | | 
 |  | Deep Learning [[http://nlp.stanford.edu/courses/NAACL2013/NAACL2013-Socher-Manning-DeepLearning.pdf|Deep Learning Tutorial at NAACL 2013]] | [[https://github.com/jdwittenauer/ipython-notebooks/tree/master/notebooks|ML Course by Andrew Ng]]| |  | Deep Learning [[http://nlp.stanford.edu/courses/NAACL2013/NAACL2013-Socher-Manning-DeepLearning.pdf|Deep Learning Tutorial at NAACL 2013]] | [[https://github.com/jdwittenauer/ipython-notebooks/tree/master/notebooks|ML Course by Andrew Ng]]|
 |  | Deep Learning for NLP {{:magistraleinformatica:eln:deepnl.pptx| DL and the DeepNL Library}} | | |  | Deep Learning for NLP {{:magistraleinformatica:eln:deepnl.pptx| DL and the DeepNL Library}} | |
-| 15/12/2016 | Machine Translation ({{:magistraleinformatica:eln:13-smt.ppt|MT}}) | | +| 15/12/2016 | Machine Translation ({{:magistraleinformatica:eln:13-smt.ppt|MT}}) ({{:magistraleinformatica:eln:14-smt.ppt|PBMT}})| | 
-|  | Phrase Based Statistical Machine Translation ({{:magistraleinformatica:eln:14-smt.ppt|PBMT}})| |+|  | PB SMT ({{:magistraleinformatica:eln:phrase-model.pdf|Phrase Tables}}, {{:magistraleinformatica:eln:phrase-decoding.pdf|Decoding}}, {{:magistraleinformatica:eln:evaluation.pdf|Evaluation}}) | | 
 +| 16/12/2016 | {{:magistraleinformatica:eln:universaldependencies.ppt| Universal Dependencies}} | | 
 +|  | State of the Art in Sentiment Analysis of Tweets [[http://www.saifmohammad.com/WebDocs/web-Atlanta-Talk-SemEval2013-Sentiment.pdf|NRC Canada at SemEval 2013]] | |
 |  | Relation Extraction {{:magistraleinformatica:eln:12-relextraction.ppt|}} | | |  | Relation Extraction {{:magistraleinformatica:eln:12-relextraction.ppt|}} | |
 |  | {{:magistraleinformatica:eln:tsunamidlovernlp.pptx|The tsunami of Deep Learning over NLP }}| | |  | {{:magistraleinformatica:eln:tsunamidlovernlp.pptx|The tsunami of Deep Learning over NLP }}| |
-16/12/2016 | PB SMT ({{:magistraleinformatica:eln:phrase-model.pdf|Phrase Tables}}, {{:magistraleinformatica:eln:phrase-decoding.pdf|Decoding}}, {{:magistraleinformatica:eln:evaluation.pdf|Evaluation}}) | | + | Andrew Ng | [[https://www.dropbox.com/s/dyjdq1prjbs8pmc/NIPS2016%20-%20Pages%202-6%20(1).pdf|Nuts and Bolts of Building Applications using Deep Learning]] 
-====== Suggerimenti per Progetti o Seminari ======= +====== Textbooks ======
- +
-{{:magistraleinformatica:eln:topicsandprojects.pptSuggestions for Projects or Seminars}} +
-====== Testi di riferimento ======+
  
   - C. Manning, H. Schutze. [[http://nlp.stanford.edu/fsnlp/promo/|Foundations of Statistical Natural Language Processing]]. MIT Press, 2000.   - C. Manning, H. Schutze. [[http://nlp.stanford.edu/fsnlp/promo/|Foundations of Statistical Natural Language Processing]]. MIT Press, 2000.
-  - D. Jurafsky, J.H. Martin, [[http://www.cs.colorado.edu/~martin/slp2.html|Speech and Language Processing]]. 2nd edition, Prentice-Hall, 2008.+  - D. Jurafsky, J.H. Martin, [[http://www.cs.colorado.edu/~martin/slp2.html|Speech and Language Processing]]. 2nd edition, Prentice-Hall, 2008. See also upcoming 3rd edition.
   - S. Kubler, R. McDonald, J. Nivre. [[http://www.morganclaypool.com/doi/abs/10.2200/S00169ED1V01Y200901HLT002|Dependency Parsing]]. 2010.   - S. Kubler, R. McDonald, J. Nivre. [[http://www.morganclaypool.com/doi/abs/10.2200/S00169ED1V01Y200901HLT002|Dependency Parsing]]. 2010.
   - P. Koehn. [[http://www.statmt.org/book/|Statistical Machine Translation]]. Cambridge University Press, 2010.   - P. Koehn. [[http://www.statmt.org/book/|Statistical Machine Translation]]. Cambridge University Press, 2010.
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   - I. Goodfellow, Y. Bengio, A. Courville. [[http://www.deeplearningbook.org/| Deep Learning]]. MIT Press, 2016.   - I. Goodfellow, Y. Bengio, A. Courville. [[http://www.deeplearningbook.org/| Deep Learning]]. MIT Press, 2016.
   - M. Nielsen. [[http://neuralnetworksanddeeplearning.com| Neural Networks and Deep Learning]].   - M. Nielsen. [[http://neuralnetworksanddeeplearning.com| Neural Networks and Deep Learning]].
-====== Modalità di esame ====== 
-Progetto e orale. 
  
-====== Progetti Evalita 2014 ======+====== Related Courses ====== 
 + 
 +[[http://web.stanford.edu/class/cs224n/|Natural Language Processing with Deep Learning]], Stanford. 
 + 
 +[[https://www.youtube.com/playlist?list=PL3FW7Lu3i5Jsnh1rnUwq_TcylNr7EkRe6|Natural Language Processing with Deep Learning, video lectures]], Stanford. 
 +====== Exam ====== 
 +Project or seminar. 
 + 
 +{{:magistraleinformatica:eln:topicsandprojects.ppt|Topics for projects and seminars}}
  
-   * Raccolta di [[http://medialab.di.unipi.it/Project/Evalita/Rome.2010-08-16.tok.gz| tweet italiani tokenizzati]]. +====== Evalita 2015 Projects ======
-   * [[http://medialab.di.unipi.it/Project/Evalita/polarizzate.tsv.gz|Dizionario di termini polarizzati]]. +
-   * Raccolta di [[http://medialab.di.unipi.it/Project/Evalita/Rome.2010-08-16.pos.gz| tweet italiani taggati con POS]].+
  
-====== Corsi affini ======+   * SentiPolc: Sentiment Polarity in Twitter. Primo classificato. 
 +   * NeelIt: Named Entity Recognition and Linking in Twitter. Primo classificato 
 +====== Affine courses ======
  
   - Apprendimento Automatico: Fondamenti   - Apprendimento Automatico: Fondamenti
magistraleinformatica/eln/start.txt · Ultima modifica: 07/03/2018 alle 10:19 (4 anni fa) da Giuseppe Attardi