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Dragos Georgian Corlatescu

2 accepted papers

2024

“Vorbești Românește?” A Recipe to Train Powerful Romanian LLMs with English Instructions

EMNLP 2024finding

In recent years, Large Language Models (LLMs) have achieved almost human-like performance on various tasks. While some LLMs have been trained on multilingual data, most of the training data is in English; hence, their performance in English greatly exceeds other languages. To our knowledge, we are t…

2023

EMBERSim: A Large-Scale Databank for Boosting Similarity Search in Malware Analysis

NeurIPS 2023poster

In recent years there has been a shift from heuristics based malware detection towards machine learning, which proves to be more robust in the current heavily adversarial threat landscape. While we acknowledge machine learning to be better equipped to mine for patterns in the increasingly high amoun…