Ehsan Aghazadeh

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

Top Topics

Decision Process

Language Modelling

Linguistic Knowledge

Decomposition Method

Top Venues

BlackboxNLP@EMNLP

Publications

Hitesh Wadhwa, Rahul Seetharaman, Somyaa Aggarwal, Reshmi Ghosh, Samyadeep Basu, Soundararajan Srinivasan, Wenlong Zhao, Shreyas Chaudhari, Ehsan Aghazadeh
From RAGs to rich parameters: Probing how language models utilize external knowledge over parametric information for factual queries. CoRR (2024)
Ali Modarressi, Mohsen Fayyaz, Ehsan Aghazadeh, Yadollah Yaghoobzadeh, Mohammad Taher Pilehvar
DecompX: Explaining Transformers Decisions by Propagating Token Decomposition. CoRR (2023)
Ali Modarressi, Mohsen Fayyaz, Ehsan Aghazadeh, Yadollah Yaghoobzadeh, Mohammad Taher Pilehvar
DecompX: Explaining Transformers Decisions by Propagating Token Decomposition. ACL (1) (2023)
Ehsan Aghazadeh, Mohsen Fayyaz, Yadollah Yaghoobzadeh
Metaphors in Pre-Trained Language Models: Probing and Generalization Across Datasets and Languages. CoRR (2022)
Ehsan Aghazadeh, Mohsen Fayyaz, Yadollah Yaghoobzadeh
Metaphors in Pre-Trained Language Models: Probing and Generalization Across Datasets and Languages. ACL (1) (2022)
Mohsen Fayyaz, Ehsan Aghazadeh, Ali Modarressi, Mohammad Taher Pilehvar, Yadollah Yaghoobzadeh, Samira Ebrahimi Kahou
BERT on a Data Diet: Finding Important Examples by Gradient-Based Pruning. CoRR (2022)
Mohsen Fayyaz, Ehsan Aghazadeh, Ali Modarressi, Hosein Mohebbi, Mohammad Taher Pilehvar
Not All Models Localize Linguistic Knowledge in the Same Place: A Layer-wise Probing on BERToids' Representations. CoRR (2021)
Mohsen Fayyaz, Ehsan Aghazadeh, Ali Modarressi, Hosein Mohebbi, Mohammad Taher Pilehvar
Not All Models Localize Linguistic Knowledge in the Same Place: A Layer-wise Probing on BERToids' Representations. BlackboxNLP@EMNLP (2021)