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1. sparse-net sparse-net Public

   In this project I have implemented the forward function of a Neural Network composed of sparsely connected layers. In order to parallelize the forward function I have built two implementation: one …

   C++ 2

2. question-answering-squad question-answering-squad Public

   In this project it has been finetuned a DistilBERT model over SQuAD dataset using HuggingFace library.

   Jupyter Notebook

3. fact-checking-fever fact-checking-fever Public

   In this assingment we perform a fact checking task over FEVER dataset. The created models, given a claim to verify and an evidence set will have to output whether the given evidences support or ref…

   Jupyter Notebook 1

4. pos-tagging-rnn pos-tagging-rnn Public

   In this assignment I perform a Part of Speech Tagging task over a given dataset using different RNN-based models.

   Jupyter Notebook

5. nlp-movies-classification nlp-movies-classification Public

   In this assigment I performed two tasks over the Large Movie Review Dataset. The first being a sentiment analysis task and the second being a score classification task.

   Jupyter Notebook

6. spam-detection-r spam-detection-r Public

   In this project I perform a simple spam detection task over the SMS Spam Collection Data Set (https://archive.ics.uci.edu/ml/datasets/SMS+Spam+Collection).

   Jupyter Notebook