Popular GitHub Repositories for Sapienza University

A Faster R-CNN based model for detection and tracking of F1 racing cars through transfer learning and histograms distance

WSD for Word-in-Context (WiC) disambiguation, experimenting with BERT feature-based and fine-tuning approaches (GlossBERT)

Aspect-Based Sentiment Analysis (ABSA) using multitask learning, BERT contextualized embeddings, and Conditional Random Field (CRF).

Aspect-Based Sentiment Analysis (ABSA) using different setups based on 2 stacked BiLSTMs and Attention layers; leveraging PoS, GloVe and BERT (frozen) embeddings

Word-in-Context (WiC) as a binary classification task using static word embeddings (Word2Vec, GloVe).

This repository hosts the final project for the Neural Network for Data Science exam, as part of the Master’s degree in Data Science at Sapienza University of Rome