Search Results for author: Sofian Chaybouti

Found 3 papers, 1 papers with code

LeGrad: An Explainability Method for Vision Transformers via Feature Formation Sensitivity

1 code implementation4 Apr 2024 Walid Bousselham, Angie Boggust, Sofian Chaybouti, Hendrik Strobelt, Hilde Kuehne

Vision Transformers (ViTs), with their ability to model long-range dependencies through self-attention mechanisms, have become a standard architecture in computer vision.

EfficientQA : a RoBERTa Based Phrase-Indexed Question-Answering System

no code implementations6 Jan 2021 Sofian Chaybouti, Achraf Saghe, Aymen Shabou

This new model, that we call EfficientQA, takes advantage from the pair of sequences kind of input of BERT-based models to build meaningful dense representations of candidate answers.

Extractive Question-Answering Natural Language Understanding +1

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