Joan's Projects
Car Dealer Scraping
Assignments for Computer Vision courses, MS AI @ UvA
Optimizing Predictions: Vocabulary Reduction and Contrastive Decoding in LLMs. Work done as a reserch project for the MSc AI at the University of Amsterdam
Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding (EMNLP 2023 Long)
Sentiment analysis and emotion classification for Italian using BERT (fine-tuning). Published at the WASSA workshop (EACL2021).
Config files for my GitHub profile.
Deep Learning lab notebooks
Assignments for the course Machine Learning 1, MS AI @ UvA
Assignment for Machine Learning bachelor's course
Implementation of Nougat Neural Optical Understanding for Academic Documents
Universal Python binding for the LMDB 'Lightning' Database
A python package to enrich Twitter Data
WrongPose, a project for the course 42028 - Deep Learning and Convolutional Neural Networks curated by Joan Velja, Jonathan LYS and Javier Sabin-Ulloa.