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--- mds:txa:start [11/11/2021 alle 16:49 (3 anni fa)] – [Lecture Notes] Andrea Esuli
+++ mds:txa:start [23/11/2021 alle 16:11 (3 anni fa)] – [Lecture Notes] Andrea Esuli
@@ Linea 70: / Linea 70: @@
 | 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 |}}|
-| 2022/11/15 |  |  |
+| 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 |  |  |