Leonardo Emili's Projects
Aspect-Based Sentiment Analysis (ABSA) using multitask learning, BERT contextualized embeddings, and Conditional Random Field (CRF).
BSc degree thesis - Green IoT: Design and performance evaluation of protocols for IoT systems equipped with wake up radios.
Java implementation of a cellular automaton.
COVID-19 Italia - Monitoraggio situazione
An implementation of a distributed protocol for cooperative sensing and sending operations of Unmanned Aerial Vehicles (UAVs). It is built on top of TensorFlow Agents and uses reinforcement learning techniques (e.g. Deep Q-Learning, Actor-Critic) to compute ideal trajectories.
Ear recognition system leveraging Android camera and OpenCV for online verification and identification of enrolled subjects.
Flutter makes it easy and fast to build beautiful mobile apps.
GEMBA — GPT Estimation Metric Based Assessment
GERBIL - General Entity annotatoR Benchmark
Mobile app that allows tourists to interact with guides and engage in trips.
JAMR Parser and Generator
Neural WSD with Transformers and candidate masking
NexiFy - Streaming to your pocket
Generic template to bootstrap your PyTorch project.
Flexible Python configuration system. The last one you will ever need.
OpenAI Api Client in Java
[DEPRECATED] Unofficial Android App for classes and timetables at Sapienza, University of Rome.
Microservice-based restaurant reservation system, built using Docker Compose.
A simple spending tracker to help you manage your expenses.
Distributed stock price forecasting system to predict S&P 500 stock prices.
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
A Word Level Transformer layer based on PyTorch and 🤗 Transformers.
Pytorch implementation of a BiLSTM model for the Wikification project.
Word-in-Context (WiC) as a binary classification task using static word embeddings (Word2Vec, GloVe).