Yadollah Yaghoobzadeh
- Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
2022/06/09 by Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao +448 · 3 voices · 232 citations
#cs.CL #cs.AI #cs.CY #cs.LG #stat.ML
- GlobEnc: Quantifying Global Token Attribution by Incorporating the Whole Encoder Layer in Transformers
2022/05/06 by Ali Modarressi, Mohsen Fayyaz, Modarressi, Ali +5 · 9 citations
Neuroscience · Computer Science · #Functional Brain Connectivity Studies #Data Visualization and Analytics #Time Series Analysis and Forecasting
- 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
- Metaphors in Pre-Trained Language Models: Probing and Generalization Across Datasets and Languages
2022/03/26 by Ehsan Aghazadeh, Mohsen Fayyaz, Aghazadeh, Ehsan +3 · 5 citations
Psychology · Computer Science · #Language, Metaphor, and Cognition #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Benchmarking Large Language Models for Persian: A Preliminary Study Focusing on ChatGPT
2024/04/03 by Amirhossein Abaskohi, Abaskohi, Amirhossein, Sara Baruni +21 · 5 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
- Comparative Study of Multilingual Idioms and Similes in Large Language Models
2024/10/21 by Paria Khoshtab, Khoshtab, Paria, Danial Namazifard +9 · 4 citations
Computer Science · #Natural Language Processing Techniques
- Explanations of Large Language Models Explain Language Representations in the Brain
2025/02/20 by Maryam Rahimi, Yadollah Yaghoobzadeh, Rahimi, Maryam +3 · 4 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Biological sciences #FOS: Computer and information sciences #Language and cultural evolution #Natural Language Processing Techniques #Neurons and Cognition (q-bio.NC) #Topic Modeling
- Counterfactuals As a Means for Evaluating Faithfulness of Attribution Methods in Autoregressive Language Models
2024/08/21 by Sepehr Kamahi, Kamahi, Sepehr, Yadollah Yaghoobzadeh +1 · 2 citations
Computer Science · Decision Sciences · #Topic Modeling #activated carbon and charcoal #Natural Language Processing Techniques
- 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
- Extending LLMs to New Languages: A Case Study of Llama and Persian Adaptation
2024/12/17 by Samin Mahdizadeh Sani, Pouya Sadeghi, Sani, Samin Mahdizadeh +7 · 2 citations
Arts and Humanities · Computer Science · #Translation Studies and Practices #Natural Language Processing Techniques
- Harnessing Dataset Cartography for Improved Compositional Generalization in Transformers
2023/10/18 by Osman Batur İnce, İnce, Osman Batur, Tanin Zeraati +9 · 1 citation
Computer Science · Materials Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Materials Science #Natural Language Processing Techniques #Topic Modeling