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Thomas Berkane's Projects

colbert icon colbert

ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23)

django-iprestrict icon django-iprestrict

Django app + middleware to restrict access to all/sections of app by client IP ranges

fairseq icon fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

genre icon genre

Autoregressive Entity Retrieval

javass icon javass

A desktop app for playing Jass with online or simulated players. Made during CS-108 at EPFL.

news-data-analysis icon news-data-analysis

What image of Trump emerges from news articles between 2015 and 2020? Project repo for the Applied Data Analytics course at EPFL.

ragatouille icon ragatouille

Easily use and train state of the art late-interaction retrieval methods (ColBERT) in any RAG pipeline. Designed for modularity and ease-of-use, backed by research.

rpg icon rpg

A simple desktop RPG. Made during CS-107 at EPFL.

student-learning-prediction icon student-learning-prediction

Prediction of students' feeling of learning. Project repo for the CS421 Machine Learning for Behavioral Data course at EPFL.

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