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1. Metric_Learning Metric_Learning Public

   Classification and one-shot learning tasks using a multi-dimensional embedding space created with a Siamese Neural Network trained with triplet loss function

   Python 1

2. Intrusion_detection Intrusion_detection Public

   Detect objects that do not belong to a static reference scene, highlight the contours and establish if such objects are persons or objects added/removed from the scene

   Jupyter Notebook 1

3. Explainability_tools_medical_diagnosis Explainability_tools_medical_diagnosis Public

   Exploration of different explainability methods for 'black- box' classification models used for medical diagnosis

   Jupyter Notebook

4. POS_tagging POS_tagging Public

   POS-tagging task with different models, involving RNN networks

   Jupyter Notebook 1

5. Question_Answering Question_Answering Public

   Question Answering task with EncoderDecoderModel (bert-tiny and DistilRoBERTa) from Hugging Face

   Jupyter Notebook 1

6. SemEval-2023 SemEval-2023 Public

   Task 10: Explainable Detection of Online Sexism

   Jupyter Notebook