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mds:txa:start

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mds:txa:start [05/11/2018 alle 23:43 (5 anni fa)]
Giuseppe Attardi [Lecture Notes]
mds:txa:start [12/12/2018 alle 14:57 (5 anni fa)]
Andrea Esuli [Lecture Notes]
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 | 29/10/2018 | | {{ :mds:txa:homework_2.pdf | HomeWork 2}} | | 29/10/2018 | | {{ :mds:txa:homework_2.pdf | HomeWork 2}} |
 | 5/11/2018 | Named Entity Tagging | {{ :mds:txa:11-ner.pptx | NER}} | | 5/11/2018 | Named Entity Tagging | {{ :mds:txa:11-ner.pptx | NER}} |
 +| 06/11/2018 | Universal Dependencies | |
 +| 12/11/2018 | Dependency Parsing | | 
 +| 13/11/2018 | Neural Language Models: PCA, Word2Vec | {{ :mds:txa:06_-_language_models.pdf | LM}} See notebooks "LanguageModels.ipynb" on http://attardi-4.di.unipi.it:8000/ |
 +| 20/11/2018 | NLM: FastText, Doc2Vec | {{ :mds:txa:06_-_language_models.pdf | LM}} See notebooks "docEmbeddings.ipynb" on http://attardi-4.di.unipi.it:8000/ |
 +| 26/11/2018 | NLM: Text Generation, ELMo, BERT | {{ :mds:txa:06_-_language_models.pdf | LM}} See notebooks "TextGeneration.ipynb" on http://attardi-4.di.unipi.it:8000/ |
 +| 27/11/2018 | Sentiment Analysis | {{ :mds:txa:07_-_sentiment_analysis.pdf | SA}} |
 +| 3/12/2018 | Lexical Resources | {{ :mds:txa:08_-_lexical_resources_for_sentiment_analysis.pdf | LR}} See notebooks "pmi-lex.ipynb" and "pmi-lex-IMDB.ipynb" on http://attardi-4.di.unipi.it:8000/ |
 +| 4/12/2018 | Sentiment Classification | {{ :mds:txa:09_-_sentiment_classification.pdf | SC}} See notebooks "VADER.ipynb", "sklearn.ipynb", "lstmNet.ipynb" and "cnnNet.ipynb" on http://attardi-4.di.unipi.it:8000/ |
 +| 10/12/2018 | Quantification | {{ :mds:txa:slidesquantification_1_.pdf | Quantification}}|
 +| 11/12/2018 | Spam, Scam, Phishing, Fake reviews, Clickbaits, Fake News | {{ :mds:txa:10_-_spam_co..pdf |Spam}}|
  
  
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   - S. Bird, E. Klein, E. Loper. [[https://www.nltk.org/book/|Natural Language Processing with Python]].   - S. Bird, E. Klein, E. Loper. [[https://www.nltk.org/book/|Natural Language Processing with Python]].
  
-====== Edizioni Precedenti ======+====== Previous editions ======
  
   * [[http://didawiki.di.unipi.it/doku.php/mds/txa/start?rev=1515682954|2017-2018]]   * [[http://didawiki.di.unipi.it/doku.php/mds/txa/start?rev=1515682954|2017-2018]]
  
mds/txa/start.txt · Ultima modifica: 15/01/2024 alle 10:31 (2 mesi fa) da Laura Pollacci