Gabriele Sarti

covid-papers-browser. Browse Covid-19 & SARS-CoV-2 Scientific Papers with Transformers 🦠 📖

lambda-bert. A 🤗-style implementation of BERT using lambda layers instead of self-attention

t5-flax-gcp. Tutorial to pretrain & fine-tune a 🤗 Flax T5 model on a TPUv3-8 with GCP

paperpile-notion. Integrating Paperpile with Notion Databases 🔄

it5. Materials for "IT5: Large-scale Text-to-text Pretraining for Italian Language Understanding and Generation" 🇮🇹

ik-nlp-tutorials. Lab tutorials for the MSc NLP course at the University of Groningen 🐮

pecore. Materials for "Quantifying the Plausibility of Context Reliance in Neural Machine Translation" at ICLR'24 🐑 🐑

lcl23-xnlm-lab. Materials for the Lab "Explaining Neural Language Models from Internal Representations to Model Predictions" at AILC LCL 2023 🔍

newscrapy. Batch-scrape articles from newspaper archives 📰 ⛏️

cancer-detection. Team Capybara final project "Histopathologic Cancer Detection" for the Statistical Machine Learning course @ University of Trieste

mlda-course-units. Material from the Machine Learning and Data Analytics course of DSSC MSc @ UniTS/SISSA

ETC-NLG. Materials for "ETC-NLG: End-to-end Topic-conditioned Natural Language Generation" at NL4AI 2020

masters-thesis. Bookdown for my thesis "Interpreting NLMs for LCA" using the AI2S Thesisdown template.

divemt. Materials for "DivEMT: Neural Machine Translation Post-Editing Effort Across Typologically Diverse Languages" at EMNLP'22 🗺️

svevo-letters-analysis. Topic Modeling and Sentiment Analysis on Italo Svevo Epistolary Corpus

hpc. Material for the Foundation of High Performance Computing Course in the Data Science program @ University of Trieste

qe4pe. Code for "QE4PE: Word-level Quality Estimation for Human Post-Editing" ✍️

interpreting-complexity. Materials for the MSc Thesis "Interpreting Neural Language Models for Linguistic Complexity Assessment" and related works.

verbalized-rebus. Materials for "Non Verbis, Sed Rebus: Large Language Models are Weak Solvers of Italian Rebuses" at CLiC-it'24 🧩

labl. Token-level Label Management Toolkit

lockdown-mobility-analysis. Analysis of shifts in mobility patterns during Italy's lockdown

algorithmic-design. Material from the Algorithmic Design course of DSSC MSc @ UniTS/SISSA

grote. Groningen Translation Environment 🐮

website-content. Content repository for personal website

gsarti.

phd-thesis. PhD Thesis Quarto Project

melTS. Space Apps Hackaton Material for Team MelTS

CSrankings. A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.

advanced_programming. Material from the Advanced Programming course of DSSC MSc @ UniTS/SISSA

numerical_analysis. Material from the Numerical Analysis course of DSSC MSc @ UniTS/SISSA