Search Results for author: Joseph Sabelja

Found 1 papers, 0 papers with code

Estimating Class Separability of Datasets Using Persistent Homology with Application to LLM Fine-Tuning

no code implementations24 May 2023 Najah Ghalyan, Kostis Gourgoulias, Yash Satsangi, Sean Moran, Maxime Labonne, Joseph Sabelja

This paper proposes a method to estimate the class separability of an unlabeled text dataset by inspecting the topological characteristics of sentence-transformer embeddings of the text.

Language Modelling Sentence +1

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