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Ehsan Aghazadeh
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Year
Metaphors in Pre-Trained Language Models: Probing and Generalization Across Datasets and Languages
E Aghazadeh, M Fayyaz, Y Yaghoobzadeh
ACL 2022, 2022
592022
DecompX: Explaining Transformers Decisions by Propagating Token Decomposition
A Modarressi, M Fayyaz, E Aghazadeh, Y Yaghoobzadeh, MT Pilehvar
ACL 2023, 2023
232023
Not All Models Localize Linguistic Knowledge in the Same Place: A Layer-wise Probing on BERToids' Representations
M Fayyaz*, E Aghazadeh*, A Modarressi, H Mohebbi, MT Pilehvar
BlackboxNLP @ EMNLP 2021, 2021
182021
BERT on a Data Diet: Finding Important Examples by Gradient-Based Pruning
M Fayyaz*, E Aghazadeh*, A Modarressi*, MT Pilehvar, Y Yaghoobzadeh, ...
ENLSP @ NeurIPS2022, 2022
142022
From RAGs to rich parameters: Probing how language models utilize external knowledge over parametric information for factual queries
H Wadhwa, R Seetharaman, S Aggarwal, R Ghosh, S Basu, S Srinivasan, ...
arXiv preprint arXiv:2406.12824, 2024
62024
Quantifying reliance on external information over parametric knowledge during Retrieval Augmented Generation (RAG) using mechanistic analysis
R Ghosh, R Seetharaman, H Wadhwa, S Aggarwal, S Basu, S Srinivasan, ...
arXiv preprint arXiv:2410.00857, 2024
2024
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Articles 1–6