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2020 – today
- 2024
[c6]Marzieh S. Tahaei, Aref Jafari, Ahmad Rashid, David Alfonso-Hermelo, Khalil Bibi, Yimeng Wu, Ali Ghodsi, Boxing Chen, Mehdi Rezagholizadeh:
Efficient Citer: Tuning Large Language Models for Enhanced Answer Quality and Verification. NAACL-HLT (Findings) 2024: 4443-4450- [i9]Hossein Rajabzadeh, Aref Jafari, Aman Sharma, Benyamin Jami, Hyock Ju Kwon, Ali Ghodsi, Boxing Chen, Mehdi Rezagholizadeh:
EchoAtt: Attend, Copy, then Adjust for More Efficient Large Language Models. CoRR abs/2409.14595 (2024) - 2023
- [c5]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: 166-177 - [i8]Aref Jafari, Mehdi Rezagholizadeh, Ali Ghodsi:
Improved knowledge distillation by utilizing backward pass knowledge in neural networks. CoRR abs/2301.12006 (2023) - [i7]Ehsan Kamalloo, Aref Jafari, Xinyu Zhang, Nandan Thakur, Jimmy Lin:
HAGRID: A Human-LLM Collaborative Dataset for Generative Information-Seeking with Attribution. CoRR abs/2307.16883 (2023) - 2022
- [c4]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: 4714-4727 - [c3]Aref Jafari, Ivan Kobyzev, Mehdi Rezagholizadeh, Pascal Poupart, Ali Ghodsi:
Continuation KD: Improved Knowledge Distillation through the Lens of Continuation Optimization. EMNLP (Findings) 2022: 5260-5269 - [i6]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 abs/2205.12428 (2022) - [i5]Aref Jafari, Ivan Kobyzev, Mehdi Rezagholizadeh, Pascal Poupart, Ali Ghodsi:
Continuation KD: Improved Knowledge Distillation through the Lens of Continuation Optimization. CoRR abs/2212.05998 (2022) - 2021
- [c2]Aref Jafari, Mehdi Rezagholizadeh, Pranav Sharma, Ali Ghodsi:
Annealing Knowledge Distillation. EACL 2021: 2493-2504 - [c1]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: 750-762 - [i4]Aref Jafari, Mehdi Rezagholizadeh, Pranav Sharma, Ali Ghodsi:
Annealing Knowledge Distillation. CoRR abs/2104.07163 (2021) - [i3]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 abs/2109.05696 (2021) - [i2]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 abs/2110.08532 (2021) - 2020
- [i1]Aref Jafari, Ali Ghodsi:
Segmentation Approach for Coreference Resolution Task. CoRR abs/2007.04301 (2020)
Coauthor Index
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