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mds:txa:start [11/10/2021 alle 13:28 (3 anni fa)] Andrea Esuli [Lecture Notes] |
mds:txa:start [04/04/2022 alle 10:19 (2 anni fa)] Andrea Esuli [Exam] |
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The purpose of the project is to let you have some hands on experience on applying the concepts and methods seen during the course to practical text analytics problems. | The purpose of the project is to let you have some hands on experience on applying the concepts and methods seen during the course to practical text analytics problems. | ||
- | Projects may be based on challenges proposed in either research forums ([[https:// | + | Projects may be based on challenges proposed in either research forums ([[https:// |
Students may work solo or in groups up to three persons. | Students may work solo or in groups up to three persons. | ||
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| 2021/10/08 | Text Indexing: Regular expressions | {{ : | | 2021/10/08 | Text Indexing: Regular expressions | {{ : | ||
| 2021/10/11 | Text Indexing: NLTK, Collocations | {{ : | | 2021/10/11 | Text Indexing: NLTK, Collocations | {{ : | ||
- | | 2021/10/15 | Text Indexing: Spacy, Feature selection, Pipeline | {{ : | + | | 2021/10/15 | Text Indexing: Spacy, Feature selection, Pipeline | {{ : |
- | | 2021/10/18 | | | + | | 2021/10/18 | Text Indexing: Notebook. Introduction to Machine Learning | {{ : |
- | | 2021/10/22 | | | | + | | 2021/10/22 | Machine Learning for TA: Paradigms and models |
- | | 2021/10/25 | | | | + | | 2021/10/25 | Machine Learning for TA: the complete pipeline |
- | | 2021/10/29 | | | | + | | 2021/10/29 | Machine Learning for TA: Feature engineering, |
- | | 2022/11/05 | | | | + | | 2022/11/05 | Experimental protocols and optimization |
- | | 2022/11/08 | | | | + | | 2022/11/08 | Information Extraction, Entity Annotation |
- | | 2022/11/12 | | | | + | | 2022/11/12 | Data collection |
- | | 2022/11/15 | | | | + | | 2022/11/15 | Introduction to Neural Networks |
- | | 2022/11/19 | | | | + | | 2022/11/19 | Text classification with Neural Networks |
- | | 2022/11/22 | | | | + | | 2022/11/22 | Neural Language Models, Word2Vec |
- | | 2022/11/26 | | | | + | | 2022/11/26 | Doc2Vec, Transformer, |
- | | 2022/11/29 | | | | + | | 2022/11/29 | SimpleTransformers |
- | | 2022/12/03 | | | | + | | 2022/12/03 | Sentiment Analysis |
==== Textbooks ==== | ==== Textbooks ==== |