Mohsen Fayyaz

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authored a paper 7 months ago

Collapse of Dense Retrievers: Short, Early, and Literal Biases Outranking Factual Evidence

Paper • 2503.05037 • Published Mar 6 • 4

authored 5 papers over 2 years ago

GlobEnc: Quantifying Global Token Attribution by Incorporating the Whole Encoder Layer in Transformers

Paper • 2205.03286 • Published May 6, 2022

BERT on a Data Diet: Finding Important Examples by Gradient-Based Pruning

Paper • 2211.05610 • Published Nov 10, 2022

DecompX: Explaining Transformers Decisions by Propagating Token Decomposition

Paper • 2306.02873 • Published Jun 5, 2023 • 1

Metaphors in Pre-Trained Language Models: Probing and Generalization Across Datasets and Languages

Paper • 2203.14139 • Published Mar 26, 2022 • 1

Not All Models Localize Linguistic Knowledge in the Same Place: A Layer-wise Probing on BERToids' Representations

Paper • 2109.05958 • Published Sep 13, 2021