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Mohsen Fayyaz
Mohsen Fayyaz
CS Ph.D. Student, UCLA
Verified email at cs.ucla.edu - Homepage
Title
Cited by
Cited by
Year
Metaphors in Pre-Trained Language Models: Probing and Generalization Across Datasets and Languages
E Aghazadeh*, M Fayyaz*, Y Yaghoobzadeh
ACL 2022, 2022
502022
GlobEnc: Quantifying Global Token Attribution by Incorporating the Whole Encoder Layer in Transformers
A Modarressi*, M Fayyaz*, Y Yaghoobzadeh, MT Pilehvar
NAACL 2022, 2022
222022
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
162021
DecompX: Explaining Transformers Decisions by Propagating Token Decomposition
A Modarressi*, M Fayyaz*, E Aghazadeh, Y Yaghoobzadeh, MT Pilehvar
ACL 2023, 2023
132023
BERT on a Data Diet: Finding Important Examples by Gradient-Based Pruning
M Fayyaz*, E Aghazadeh*, A Modarressi*, MT Pilehvar, Y Yaghoobzadeh, ...
ENLSP @ NeurIPS 2022, 2022
112022
Evaluating Human Alignment and Model Faithfulness of LLM Rationale
M Fayyaz, F Yin, J Sun, N Peng
arXiv preprint arXiv:2407.00219, 2024
2024
SkipPLUS: Skip the First Few Layers to Better Explain Vision Transformers
F Mehri, M Fayyaz, MS Baghshah, MT Pilehvar
CVPR Workshops 2024, 204-215, 2024
2024
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