dinos's repositories
ml-for-bot-detection
A Python notebook showcasing the use of Machine Learning for the task of bot detection, with an emphasis on e-commerce sites.
ambig_lfqa
Model Analysis & Evaluation for Ambiguous Question Answering. Accepted to the Findings of ACL 2023.
covid-wallet
A react-native app to save the QR code from your EU Green Pass
ActionHeroes
An initiative to motivate people to participate in acts of volunteering in their cities.
dl-for-btc-price-prediction
A Python notebook studying the efficiency of Deep Learning techniques for the task of Bitcoin price movement prediction.
infer-sent
Code for the practical assignment for the "Advanced Topics in Computational Semantics" course. MSc Artificial Intelligence 2021-2022, University of Amsterdam.
InformationRetrieval
Project for the Information Retrieval class with a simple search engine using TF-IDF cosine similarity.
BotDevelopment
The public repository for the bot-dev team's project!
COCO-DR
[EMNLP 2022] This is the code repo for our EMNLP‘22 paper "COCO-DR: Combating Distribution Shifts in Zero-Shot Dense Retrieval with Contrastive and Distributionally Robust Learning".
Condenser
EMNLP 2021 - Pre-training architectures for dense retrieval
contriever
Contriever: Unsupervised Dense Information Retrieval with Contrastive Learning
diffmask
PyTorch implementation of DiffMask, based off of nicola-decao/diffmask.
disentangled-retriever
An easy-to-use python toolkit for flexibly adapting various neural ranking models to any target domain.
GitHubGraduation-2021
Join the GitHub Graduation Yearbook and "walk the stage" on June 5.
gpl
Powerful unsupervised domain adaptation method for dense retrieval. Requires only unlabeled corpus and yields massive improvement: "GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval" https://arxiv.org/abs/2112.07577
InPars
Inquisitive Parrots for Search
ml-engineering
Machine Learning Engineering Open Book
MLRC
Editorial venue for ML Reproducibility Challenge Accepted papers
NNDL_projects
A collection of notebooks developed for the "Neural Networks - Deep Learning" class of the School of Informatics at the Aristotle University of Thessaloniki.
resume
:page_facing_up::briefcase::tophat: A simple Jekyll + GitHub Pages powered resume template.
RetroMAE
Codebase for RetroMAE and beyond.
Vision-DiffMask
Implementation of Vision DiffMask, a post-hoc interpretation method for vision models.