Mohsen Fayyaz
2023
DecompX: Explaining Transformers Decisions by Propagating Token Decomposition
Ali Modarressi
|
Mohsen Fayyaz
|
Ehsan Aghazadeh
|
Yadollah Yaghoobzadeh
|
Mohammad Taher Pilehvar
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
2022
GlobEnc: Quantifying Global Token Attribution by Incorporating the Whole Encoder Layer in Transformers
Ali Modarressi
|
Mohsen Fayyaz
|
Yadollah Yaghoobzadeh
|
Mohammad Taher Pilehvar
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
Metaphors in Pre-Trained Language Models: Probing and Generalization Across Datasets and Languages
Ehsan Aghazadeh
|
Mohsen Fayyaz
|
Yadollah Yaghoobzadeh
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
2021
Not All Models Localize Linguistic Knowledge in the Same Place: A Layer-wise Probing on BERToids’ Representations
Mohsen Fayyaz
|
Ehsan Aghazadeh
|
Ali Modarressi
|
Hosein Mohebbi
|
Mohammad Taher Pilehvar
Proceedings of the Fourth BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP