Ehsan Aghazadeh

1. DecompX: Explaining Transformers Decisions by Propagating Token Decomposition
   2023/06/05 by Ali Modarressi, Mohsen Fayyaz, Modarressi, Ali +7 · 8 citations
   Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning in Healthcare #Topic Modeling
2. Metaphors in Pre-Trained Language Models: Probing and Generalization Across Datasets and Languages
   2022/03/26 by Ehsan Aghazadeh, Aghazadeh, Ehsan, Mohsen Fayyaz +3 · 5 citations
   Psychology · Computer Science · #Language, Metaphor, and Cognition #Natural Language Processing Techniques #Multimodal Machine Learning Applications
3. BERT on a Data Diet: Finding Important Examples by Gradient-Based Pruning
   2022/11/10 by Mohsen Fayyaz, Ehsan Aghazadeh, Fayyaz, Mohsen +9 · 1 citation
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
4. Quantifying reliance on external information over parametric knowledge during Retrieval Augmented Generation (RAG) using mechanistic analysis
   2024/10/01 by Reshmi Ghosh, Ghosh, Reshmi, Rahul Seetharaman +15 · 2 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval and Search Behavior #Topic Modeling