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Constantinos Karouzos's Projects

ckarouzos.github.io icon ckarouzos.github.io

A fork of al-folio: A beautiful, simple, clean, and responsive Jekyll theme for academics

contrastive-active-learning icon contrastive-active-learning

Code for the EMNLP 2021 Paper "Active Learning by Acquiring Contrastive Examples" & the ACL 2022 Paper "On the Importance of Effectively Adapting Pretrained Language Models for Active Learning"

fastai icon fastai

The fastai deep learning library, plus lessons and tutorials

model_merging icon model_merging

This repo contains a reference implementation for the model merging procedure from Merging Models with Fisher-Weighted Averaging along with a few scripts that allow some basic experimentation with HuggingFace models and the GLUE dataset.

scc icon scc

Study, implementation and comparison of different algorithms for finding the Strongly Connected Components of a directed graph.

siatl icon siatl

PyTorch source code of NAACL 2019 paper "An Embarrassingly Simple Approach for Transfer Learning from Pretrained Language Models"

slp icon slp

Utils and modules for NLP, audio and multimodal processing using sklearn and pytorch

smartgas icon smartgas

Smartgas is a crowd sourcing application for fuel prices

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