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NLP-Project
Commit 4a19d3ea authored by Almouhannad Hafez's avatar Almouhannad Hafez
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README.md
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**[Part2. Basic Morphological analyzer](#part2-basic-morpholgical-analyzer)** **[Part2. Basic Morphological analyzer](#part2-basic-morpholgical-analyzer)**
**[Part3. Lemmatization, POS Tagging, and N-Gram](#part3-lemmatization-pos-tagging-and-n-gram)** **[Part3. Lemmatization, POS Tagging, and N-Gram](#part3-lemmatization-pos-tagging-and-n-gram)**
**[Part4. Data augmentation](#part4-data-augmentation)** **[Part4. Data augmentation](#part4-data-augmentation)**
**[Part5. Dependency tree](#part5-dependency-tree)**
**[Results](#results)** **[Results](#results)**
## ***Description*** ## ***Description***
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- **Applying data augmentation on the original dataset, added 5 new rephrased rows for each original row using LLM `LLama3`** - **Applying data augmentation on the original dataset, added 5 new rephrased rows for each original row using LLM `LLama3`**
![Augmentation_effect](./images/Augmentation_effect.png) ![Augmentation_effect](./images/Augmentation_effect.png)
## ***Part4. Dependency tree*** ## ***Part5. Dependency tree***
**Files:** **Files:**
> **`5.0.Process_texts_stanza.ipynb`** > **`5.0.Process_texts_stanza.ipynb`**
- **Applying stanza pipeline containing `tokenize,mwt,pos,lemma,depparse` and storing results for using later** - **Applying stanza pipeline containing `tokenize,mwt,pos,lemma,depparse` and storing results for using later**
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