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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