Constantinos Karouzos's repositories

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hello-world

My 1st repo

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awd-lstm-lm

LSTM and QRNN Language Model Toolkit for PyTorch

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ckarouzos.github.io

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

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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"

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direct-preference-optimization

Reference implementation for DPO (Direct Preference Optimization)

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fastai

The fastai deep learning library, plus lessons and tutorials

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greeklish2greek_automata

A greeklish to greek transducer

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italian_cola

A repo to play with Italian NLP

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language_trainer

Utils for NLP, a training playground

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mlmm-evaluation

Multilingual Large Language Models Evaluation Benchmark

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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.

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prog-lang-1

Assignments for the class Programming Languages 1

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scc

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

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lm-evaluation-harness

A framework for few-shot evaluation of autoregressive language models.

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pseudoexplanations

A tool to generate explanations for text datasets with LLMs

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siatl

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

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slp

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

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smartgas

Smartgas is a crowd sourcing application for fuel prices

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