Aref Jafari

According to our database, Aref Jafari authored at least 11 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

HAGRID: A Human-LLM Collaborative Dataset for Generative Information-Seeking with Attribution.

Ehsan Kamalloo, Aref Jafari, Xinyu Zhang, Nandan Thakur, Jimmy Lin

CoRR, 2023

Improved knowledge distillation by utilizing backward pass knowledge in neural networks.

Aref Jafari, Mehdi Rezagholizadeh, Ali Ghodsi

CoRR, 2023

Do we need Label Regularization to Fine-tune Pre-trained Language Models?

Ivan Kobyzev, Aref Jafari, Mehdi Rezagholizadeh, Tianda Li, Alan Do-Omri, Peng Lu, Pascal Poupart, Ali Ghodsi

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

2022

Towards Understanding Label Regularization for Fine-tuning Pre-trained Language Models.

Ivan Kobyzev, Aref Jafari, Mehdi Rezagholizadeh, Tianda Li, Alan Do-Omri, Peng Lu, Ali Ghodsi, Pascal Poupart

CoRR, 2022

Continuation KD: Improved Knowledge Distillation through the Lens of Continuation Optimization.

Aref Jafari, Ivan Kobyzev, Mehdi Rezagholizadeh, Pascal Poupart, Ali Ghodsi

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Pro-KD: Progressive Distillation by Following the Footsteps of the Teacher.

Mehdi Rezagholizadeh, Aref Jafari, Puneeth S. M. Saladi, Pranav Sharma, Ali Saheb Pasand, Ali Ghodsi

Proceedings of the 29th International Conference on Computational Linguistics, 2022

2021

Pro-KD: Progressive Distillation by Following the Footsteps of the Teacher.

Mehdi Rezagholizadeh, Aref Jafari, Puneeth Salad, Pranav Sharma, Ali Saheb Pasand, Ali Ghodsi

CoRR, 2021

How to Select One Among All? An Extensive Empirical Study Towards the Robustness of Knowledge Distillation in Natural Language Understanding.

Tianda Li, Ahmad Rashid, Aref Jafari, Pranav Sharma, Ali Ghodsi, Mehdi Rezagholizadeh

CoRR, 2021

How to Select One Among All ? An Empirical Study Towards the Robustness of Knowledge Distillation in Natural Language Understanding.

Tianda Li, Ahmad Rashid, Aref Jafari, Pranav Sharma, Ali Ghodsi, Mehdi Rezagholizadeh

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Annealing Knowledge Distillation.

Aref Jafari, Mehdi Rezagholizadeh, Pranav Sharma, Ali Ghodsi

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

2020

Segmentation Approach for Coreference Resolution Task.

Aref Jafari, Ali Ghodsi

CoRR, 2020