Update image paths

README.md

@@ -31,7 +31,7 @@ This README gives a rough overview of the project. The full documentation and ad
 
 ***
 
-## 🔎 Metonomy Resolution <a name="metonomy"></a>
+## 🔎 Metonymy Resolution <a name="metonymy"></a>
 A metonymy is the replacement of the actual expression by another one that is closely related to the first one. 
 
 Metonymies use a contiguity relation between two domains.
@@ -120,7 +120,7 @@ The datasets used in this project will be taken from Li et al.[^5] We confine ou
 | 1. **SemEval: Locations** | 2. **SemEval: Companies & Organizations** | 3. **ReLocar: Locations** |
 | ---------------- | -------------------------------- | -----------------------------------------|
 |[ZITAT: Markert and Nissim, 2007 ]| [ZITAT: Markert and Nissim, 2007 ]|[ZITAT: Gritta et al., 2017 ]|
-| <img src="visualizations/dataset_statistics/semeval_loc_metonym_ratio.png"> |  <img src="visualizations/dataset_statistics/semeval_org_metonym_ratio.png"> | <img src="visualizations/dataset_statistics/relocar_metonym_ratio.png">
+| <img src="documentation/images/semeval_loc_metonym_ratio.png"> |  <img src="documentation/images/semeval_org_metonym_ratio.png"> | <img src="documentation/images/relocar_metonym_ratio.png">
     
 🖊️ **Data Point Example:** 
 
@@ -130,7 +130,7 @@ The datasets used in this project will be taken from Li et al.[^5] We confine ou
 
 ✂️ We split 10% of the training set to use as development set. The following shows the final **absolute and relative class distribution**:
     
-<img src="visualizations/dataset_statistics/class_distribution.png" width="90%" height="90%">
+<img src="documentation/images/class_distribution.png" width="90%" height="90%">
 
 
 ***
@@ -186,7 +186,7 @@ For `<COMMAND>` you must enter one of the commands you find in the list below, w
     - 🗂️ `paraphrases`: Contains only generated paraphrases.
     - 🗂️ `fused_datasets`: Contains original datasets fused with filtered paraphrases. Ready to be used for training the models.
 - 📝 `documentation`: Contains our organizational data and visualizations.
-    - 🗂️ `reports`: Our research plan, presentation, final reports.
+    - 🗂️ `organization`: Our research plan, presentation, final reports.
     - 🗂️ `images`: Contains all relevant visualizations.
     - 🗂️ `results`: Find tables of our results.