University Djilali Bounaama of Khemis Miliana

Natural Language Processing - M2 AIBD

 

Exam correction

https://drive.google.com/file/d/1DEtVWxpgpK7UqjKNnXifozNXUFsudGUr/view?usp=sharing

Final grades (See moodle.univ-dbkm.dz)

 

Course content

Part 1: Introduction NLP

https://drive.google.com/file/d/1BeaLAgqij84X7plT_KBpK891RvJFDJr_/view?usp=sharing

Part 2: Preprocessing & Text Encoding

https://drive.google.com/file/d/1zE620PNdCnEN91bgd4mLeKc28Tdx917T/view?usp=sharing

Part 3: Morphological Analysis

https://drive.google.com/file/d/116CtAv2QQqymFWvMdayQNwSPk92mcEDi/view?usp=sharing

Part 4: Syntactic Analysis

https://drive.google.com/file/d/1wVypNDZOgjQzcP2TtUSZbGIkBgCdSGFn/view?usp=sharing

Part 5: Semantic Analysis

https://drive.google.com/file/d/1EXVDKuiApQz_r4-FwfTeQGVPuDX1axwm/view?usp=sharing

Part 6: N-Gram Language Model & NLP Evaluation

https://drive.google.com/file/d/1azp81S-y7GRzIrjifxq4zQ9VHLdnGmGO/view?usp=sharing

 

Files

https://drive.google.com/drive/folders/1rCzuA83IAQ_rabY90cy2yQZP_RX7SJ5W?usp=sharing

Lab N°1: Text Cleaning

https://drive.google.com/file/d/1pr9g0WbQwxGiGW2h9BA_8lzUOkFGmbPL/view?usp=sharing

Lab N°2: Text Encoding

https://drive.google.com/file/d/1qNGwcxk_CkOd78FBe5oXuyUuPGqgZ_c_/view?usp=sharing

Lab N°3: EDA

https://drive.google.com/file/d/1zxOsqLdyUIiEdUe5-MpxkVLBz99x6dQq/view?usp=sharing

Lab N°4: Morphological analysis

https://drive.google.com/file/d/1eeTFr8RPAqwcVBCPL8DhX8RoS7yE80Nk/view?usp=sharing

Lab N°5: POS with HMM

https://drive.google.com/file/d/1vVHO3u3t3BTrbL6fvx3BYSgupaDDHJ8v/view?usp=sharing  

Lab N°6: Syntactic analysis

https://drive.google.com/file/d/17HOd-IhDgBUN59SycN0gOYrQZ0BH570i/view?usp=sharing

Lab N°7: Semantic analysis 

https://drive.google.com/file/d/1mN6-YzMUNAgVVG_mdyH-MPqO9OuH5Pn8/view?usp=sharing