Strumenti Utente

Strumenti Sito


magistraleinformatica:eln:start

Differenze

Queste sono le differenze tra la revisione selezionata e la versione attuale della pagina.

Link a questa pagina di confronto

Entrambe le parti precedenti la revisione Revisione precedente
Prossima revisione
Revisione precedente
Ultima revisione Entrambe le parti successive la revisione
magistraleinformatica:eln:start [15/12/2016 alle 08:01 (7 anni fa)]
Giuseppe Attardi [Modalità di esame]
magistraleinformatica:eln:start [11/04/2017 alle 13:58 (7 anni fa)]
Giuseppe Attardi [Related Courses]
Linea 90: Linea 90:
 | 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.
Linea 110: Linea 108:
   - 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. 
  
-{{:magistraleinformatica:eln:topicsandprojects.ppt|Argomenti per progetti e seminari}}+====== 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}}
  
-====== Progetti Evalita 2015 ======+====== Evalita 2015 Projects ======
  
    * SentiPolc: Sentiment Polarity in Twitter. Primo classificato.    * SentiPolc: Sentiment Polarity in Twitter. Primo classificato.
    * NeelIt: Named Entity Recognition and Linking in Twitter. Primo classificato    * NeelIt: Named Entity Recognition and Linking in Twitter. Primo classificato
-====== Corsi affini ======+====== Affine courses ======
  
   - Apprendimento Automatico: Fondamenti   - Apprendimento Automatico: Fondamenti
magistraleinformatica/eln/start.txt · Ultima modifica: 07/03/2018 alle 10:19 (6 anni fa) da Giuseppe Attardi