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--- mds:txa:start [17/10/2018 alle 16:41 (6 anni fa)]
Giuseppe Attardi [Lecture Notes]
+++ mds:txa:start [01/03/2019 alle 14:28 (5 anni fa)]
Andrea Esuli
@@ Linea 36: / Linea 36: @@
 A server has been setup for running [[http://attardi-4.di.unipi.it:8000|Jupyter Notebooks]].
 In order to log into the server, you must get credentials for a Google Suite account:[[https://gsuite.signup.unipi.it|go to this page]] and register with your University credentials to activate your free account.
+==== Projects ====
+{{ :mds:txa:txa_projects.pptx | List of Suggested Projects}} - Students can also propose their own project ideas.
+Send proposals and preferences to attardi@di.unipi.it and andrea.esuli@isti.cnr.it
+Once submit your work the date of the discussion will be set by appointment.
 ====== Lecture Notes ======
@@ Linea 49: / Linea 56: @@
 | 9/10/2018 | Word Similarity | {{ :mds:txa:7-tokenization.pptx |Tokenization}} {{:mds:txa:homework_1.pdf |Homework 1 (deadline 15/10)}} |
 | 15/10/2018 | Correction of Homework 1, Text Classification | {{ :mds:txa:8-textcassification.pptx | Text Classification}} |
-| 16/10/2018 | Classifiers | |
+| 16/10/2018 | Classifiers | {{ :mds:txa:9-classifiers.pptx | Classifiers}}|
+| 22/10/2018 | Hidden Markov Models | {{ :mds:txa:9-hmm.pptx | HMM}} |
+| 23/10/2018 | POS Tagging | {{ :mds:txa:9-hmm.pptx | HMM}} |
+| 29/10/2018 | | {{ :mds:txa:homework_2.pdf | HomeWork 2}} |
+| 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}}|
@@ Linea 59: / Linea 81: @@
   - 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]]

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