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Claudio's Projects

fact-checking-fever icon fact-checking-fever

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 refuse the claim.

libpfm icon libpfm

This library provides an easy and accessible way to read and write .pfm files in C++ by only relying on the sandard library.

nlp-encoding-techniques icon nlp-encoding-techniques

In this assignment I will explore different kind of encoding techniques such as co-occurrence matrix, sparse representations via PPMI weighting, pre-trained dense word embeddings, ecc...

nlp-movies-classification icon nlp-movies-classification

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.

pos-tagging-rnn icon pos-tagging-rnn

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

spam-detection-r icon spam-detection-r

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).

sparse-net icon sparse-net

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 uses OpenMP and the other uses CUDA.

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