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magistraleinformatica:eln:start [19/12/2016 alle 08:08 (8 anni fa)] – [Lecture Notes] Giuseppe Attardimagistraleinformatica:eln:start [07/03/2018 alle 10:19 (7 anni fa)] (versione attuale) – [Textbooks] Giuseppe Attardi
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 |  | 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 }}| |
-|  | Andrew Ng, “Nuts and Bolts of Building Applications using Deep Learning” | [[https://www.dropbox.com/s/dyjdq1prjbs8pmc/NIPS2016%20-%20Pages%202-6%20(1).pdf]] |+|  | 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 ====== ====== Textbooks ======
  
   - 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]].
 +
 +====== 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 ====== ====== Exam ======
 Project or seminar. Project or seminar.
magistraleinformatica/eln/start.1482134904.txt.gz · Ultima modifica: 19/12/2016 alle 08:08 (8 anni fa) da Giuseppe Attardi
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