claudio-bon
Student at Unibo's Artificial Intelligence's Master Degree programme
Emilia Romagna, Italy
Pinned Repositories
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
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
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
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
In this assignment I perform a Part of Speech Tagging task over a given dataset using different RNN-based models.
question-answering-squad
In this project it has been finetuned a DistilBERT model over SQuAD dataset using HuggingFace library.
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
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.
student-death-dignosis-bayesian-network
In this project I explore the properties of the Student's Death Diagnosis Bayesian Network and make some inferences as well.
claudio-bon's Repositories
claudio-bon/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.
claudio-bon/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.
claudio-bon/libPFM
This library provides an easy and accessible way to read and write .pfm files in C++ by only relying on the sandard library.
claudio-bon/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...
claudio-bon/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.
claudio-bon/pos-tagging-rnn
In this assignment I perform a Part of Speech Tagging task over a given dataset using different RNN-based models.
claudio-bon/question-answering-squad
In this project it has been finetuned a DistilBERT model over SQuAD dataset using HuggingFace library.
claudio-bon/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).
claudio-bon/student-death-dignosis-bayesian-network
In this project I explore the properties of the Student's Death Diagnosis Bayesian Network and make some inferences as well.