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mds:txa:start [11/11/2021 alle 16:49 (2 mesi fa)]
Andrea Esuli [Lecture Notes]
mds:txa:start [03/12/2021 alle 09:23 (7 settimane fa)] (versione attuale)
Andrea Esuli [Lecture Notes]
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 | 2022/11/08 | Information Extraction, Entity Annotation | {{ :mds:txa:08_-_information_extraction.pdf |}} {{ :mds:txa:08_1_spacy_ner_train.zip |}}| | 2022/11/08 | Information Extraction, Entity Annotation | {{ :mds:txa:08_-_information_extraction.pdf |}} {{ :mds:txa:08_1_spacy_ner_train.zip |}}|
 | 2022/11/12 | Data collection | {{ :mds:txa:09_-_data_collection.pdf |}} {{ :mds:txa:09_1_scraping.zip |}} {{ :mds:txa:09_2_data_from_twitter.zip |}}| | 2022/11/12 | Data collection | {{ :mds:txa:09_-_data_collection.pdf |}} {{ :mds:txa:09_1_scraping.zip |}} {{ :mds:txa:09_2_data_from_twitter.zip |}}|
-| 2022/11/15 |   +| 2022/11/15 | Introduction to Neural Networks {{ :mds:txa:10_-_a_primer_on_neural_networks.pdf |}} {{ :mds:txa:10.1_-_example_of_backpropagation.pdf |}} {{ :mds:txa:10.2_-_svm_to_nn.ipynb.zip |}}
-| 2022/11/19 |   +| 2022/11/19 | Text classification with Neural Networks {{ :mds:txa:10.3_-_classification_-_cnnnet.ipynb.zip |}} {{ :mds:txa:10.4_-_classification_-_lstmnet.ipynb.zip |}} {{ :mds:txa:10_5_textgeneration.zip |}}
-| 2022/11/22 |   +| 2022/11/22 | Neural Language Models, Word2Vec {{ :mds:txa:11_-_neural_language_models.pdf |}} {{ :mds:txa:11_1_wordembeddings.zip |}} 
-| 2022/11/26 |  |  +| 2022/11/26 | Doc2Vec, Transformer, BERT  {{ :mds:txa:11_2_documentembeddings.zip |}} {{ :mds:txa:11_3_bert_finetune_binary.zip |}} {{ :mds:txa:11_4_bert_finetune_multiclass.zip |}}
-| 2022/11/29 |   +| 2022/11/29 | SimpleTransformers {{ :mds:txa:11_5_simpletransformers_finetune_binary.zip |}} {{ :mds:txa:11_6_simpletransformer_generation_and_representation.zip |}} 
-| 2022/12/03 |   |+| 2022/12/03 | Sentiment Analysis {{ :mds:txa:12_-_sentiment_analysis.pdf |}} {{ :mds:txa:12_1_vader.zip |}}|
  
 ==== Textbooks ==== ==== Textbooks ====
mds/txa/start.1636649355.txt.gz · Ultima modifica: 11/11/2021 alle 16:49 (2 mesi fa) da Andrea Esuli