Differenze

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--- magistraleinformatica:eln:start [15/12/2016 alle 08:04 (8 anni fa)] – [Testi di riferimento] Giuseppe Attardi
+++ magistraleinformatica:eln:start [07/03/2018 alle 10:19 (7 anni fa)] (versione attuale) – [Textbooks] Giuseppe Attardi
@@ Linea 90: / Linea 90: @@
 | 1/12/2016 | Dependency Parsing ({{:magistraleinformatica:eln:esslli4.pdf|Graph Based }})| |
 | 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 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|}} | |
 |  | {{: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]] |
+====== Textbooks ======
-====== Reference Material ======
   - 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.
   - P. Koehn. [[http://www.statmt.org/book/|Statistical Machine Translation]]. Cambridge University Press, 2010.
@@ Linea 108: / Linea 108: @@
   - 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]].
+====== 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.
@@ Linea 117: / Linea 123: @@
    * SentiPolc: Sentiment Polarity in Twitter. Primo classificato.
    * NeelIt: Named Entity Recognition and Linking in Twitter. Primo classificato
-====== Corsi affini ======
+====== Affine courses ======
   - Apprendimento Automatico: Fondamenti