🚀 Launch our application by following the steps below:
[welche argumente genau?]
```bash
./main.py <COMMAND> <ARGUMENTS>...
```
For `<COMMAND>` you must enter one of the commands you find in the list below, where you can also find an overview about necessary `<ARGUMENTS>`.
For `<COMMAND>` you must enter one of the commands you find in the list below, where you can also find an overview about possible `<ARGUMENTS>`.
ℹ️ The icons indicate if a command is mandatory (🔛). 🍸 indicates that this command is mandatory for *MixUp*, 🌐 describes mandatory commands for *TMix*.
| Command | Functionality | Arguments |
| ------- | ------------- |-----------|
...
...
@@ -197,11 +197,11 @@ For `<COMMAND>` you must enter one of the commands you find in the list below, w
|**`-lrtwo`**/**`--second_learning_rate`**| Separate learning rate for multi layer perceptron.|Default is `None`.|
|**`--mlp`**| Whether or not to use two layer MLP as classifier.| |
|🔛 **`-rs`**/**`--random_seed`**|Random seed for initialization of the model.|Default is $42$.|
|🔛 **`-sd`**/**`--save_directory`**|This option specifies the destination directory for the output results of the run.||
|**`-sd`**/**`--save_directory`**|This option specifies the destination directory for the output results of the run.||
|**`-msp`**/**`--model_save_path`**|This option specifies the destination directory for saving the model.|We recommend saving models in [Code/saved_models](Code/saved_models).|
|**`--masking`**|Whether or not to mask the target word.||
|🌐 **`--mixlayer`**| Specify in which `layer` the interpolation takes place. Only select one layer at a time. | Choose from ${0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11}$ |
|🍸, 🌐 **`-lambda`**/**`--lambda_value`**|Speficies the lambda value for interpolation of *MixUp* and *TMix*|Default is $0.4$, `type=float`|
|🍸, 🌐 **`-lambda`**/**`--lambda_value`**|Speficies the lambda value for interpolation of *MixUp* and *TMix*|Choose any value between $0$ and $1$, `type=float`|
| <center>| **MixUp** specific </center>||
|🍸 **`-mixup`**/**`--mix_up`**| Whether or not to use *MixUp*. If yes, please specify `lambda` and `-mixepoch`| |
|🍸 **`-mixepoch`**/**`--mixepoch`**|Specifies the epoch(s) in which to apply *MixUp*.|Default is `None`|
...
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@@ -215,10 +215,20 @@ For `<COMMAND>` you must enter one of the commands you find in the list below, w
|🔛 **`-tb`**/**`--test_batch_size`**|Specifies the batch size for the test process.|Default is $16$.|
extra: BT and inference
📝 If you want to use our *backtranslation* code, you must execute the following:
```bash
python3 Code/backtranslate.py
```
🎥 If you want to see a demo of our model, you can enter your own sentence and let the model predict if a target word is used in its `literal` or `non-literal` sense:
