Aref Jafari

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 13

Top Topics

Domain Knowledge

Natural Language Understanding

Knowledge Extraction

Top Venues

EMNLP (Findings)

Publications

Ivan Kobyzev, Aref Jafari, Mehdi Rezagholizadeh, Tianda Li, Alan Do-Omri, Peng Lu, Pascal Poupart, Ali Ghodsi
Do we need Label Regularization to Fine-tune Pre-trained Language Models? EACL (2023)
Aref Jafari, Mehdi Rezagholizadeh, Ali Ghodsi
Improved knowledge distillation by utilizing backward pass knowledge in neural networks. CoRR (2023)
Ehsan Kamalloo, Aref Jafari, Xinyu Zhang, Nandan Thakur, Jimmy Lin
HAGRID: A Human-LLM Collaborative Dataset for Generative Information-Seeking with Attribution. CoRR (2023)
Aref Jafari, Ivan Kobyzev, Mehdi Rezagholizadeh, Pascal Poupart, Ali Ghodsi
Continuation KD: Improved Knowledge Distillation through the Lens of Continuation Optimization. CoRR (2022)
Aref Jafari, Ivan Kobyzev, Mehdi Rezagholizadeh, Pascal Poupart, Ali Ghodsi
Continuation KD: Improved Knowledge Distillation through the Lens of Continuation Optimization. EMNLP (Findings) (2022)
Mehdi Rezagholizadeh, Aref Jafari, Puneeth S. M. Saladi, Pranav Sharma, Ali Saheb Pasand, Ali Ghodsi
Pro-KD: Progressive Distillation by Following the Footsteps of the Teacher. COLING (2022)
Ivan Kobyzev, Aref Jafari, Mehdi Rezagholizadeh, Tianda Li, Alan Do-Omri, Peng Lu, Ali Ghodsi, Pascal Poupart
Towards Understanding Label Regularization for Fine-tuning Pre-trained Language Models. CoRR (2022)
Tianda Li, Ahmad Rashid, Aref Jafari, Pranav Sharma, Ali Ghodsi, Mehdi Rezagholizadeh
How to Select One Among All? An Extensive Empirical Study Towards the Robustness of Knowledge Distillation in Natural Language Understanding. CoRR (2021)
Mehdi Rezagholizadeh, Aref Jafari, Puneeth Salad, Pranav Sharma, Ali Saheb Pasand, Ali Ghodsi
Pro-KD: Progressive Distillation by Following the Footsteps of the Teacher. CoRR (2021)
Aref Jafari, Mehdi Rezagholizadeh, Pranav Sharma, Ali Ghodsi
Annealing Knowledge Distillation. EACL (2021)
Tianda Li, Ahmad Rashid, Aref Jafari, Pranav Sharma, Ali Ghodsi, Mehdi Rezagholizadeh
How to Select One Among All ? An Empirical Study Towards the Robustness of Knowledge Distillation in Natural Language Understanding. EMNLP (Findings) (2021)
Aref Jafari, Mehdi Rezagholizadeh, Pranav Sharma, Ali Ghodsi
Annealing Knowledge Distillation. CoRR (2021)
Aref Jafari, Ali Ghodsi
Segmentation Approach for Coreference Resolution Task. CoRR (2020)