Follow
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
552022
GlobEnc: Quantifying Global Token Attribution by Incorporating the Whole Encoder Layer in Transformers
A Modarressi*, M Fayyaz*, Y Yaghoobzadeh, MT Pilehvar
NAACL 2022, 2022
272022
DecompX: Explaining Transformers Decisions by Propagating Token Decomposition
A Modarressi*, M Fayyaz*, E Aghazadeh, Y Yaghoobzadeh, MT Pilehvar
ACL 2023, 2023
202023
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 @ NeurIPS 2022, 2022
132022
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
12024
MRAG-Bench: Vision-Centric Evaluation for Retrieval-Augmented Multimodal Models
W Hu, JC Gu, ZY Dou, M Fayyaz, P Lu, KW Chang, N Peng
arXiv preprint arXiv:2410.08182, 2024
2024
Evaluating Human Alignment and Model Faithfulness of LLM Rationale
M Fayyaz, F Yin, J Sun, N Peng
arXiv preprint arXiv:2407.00219, 2024
2024
The system can't perform the operation now. Try again later.
Articles 1–8