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German Magai

2 accepted papers

2024

Applying language models to algebraic topology: generating simplicial cycles using multi-labeling in Wu's formula

ICML 2024poster

Computing homotopy groups of spheres has long been a fundamental objective in algebraic topology. Various theoretical and algorithmic approaches have been developed to tackle this problem. In this paper we take a step towards the goal of comprehending the group-theoretic structure of the generators…

2024

Robust AI-Generated Text Detection by Restricted Embeddings

EMNLP 2024finding

Growing amount and quality of AI-generated texts makes detecting such content more difficult. In most real-world scenarios, the domain (style and topic) of generated data and the generator model are not known in advance. In this work, we focus on the robustness of classifier-based detectors of AI-ge…