Segmentation Approach for Coreference Resolution Task. - Aref Jafari; Ali Ghodsi 001 (CoRR, 2020)

Annealing Knowledge Distillation. - Aref Jafari; Mehdi Rezagholizadeh; Pranav Sharma; Ali Ghodsi 001 (EACL, 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 001; Mehdi Rezagholizadeh (EMNLP (Findings), 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 001; Mehdi Rezagholizadeh (CoRR, 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 001 (CoRR, 2021)

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 001 (COLING, 2022)

Continuation KD: Improved Knowledge Distillation through the Lens of Continuation Optimization. - Aref Jafari; Ivan Kobyzev; Mehdi Rezagholizadeh; Pascal Poupart; Ali Ghodsi 001 (EMNLP (Findings), 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 001; Pascal Poupart (CoRR, 2022)

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 001 (EACL, 2023)

Improved knowledge distillation by utilizing backward pass knowledge in neural networks. - Aref Jafari; Mehdi Rezagholizadeh; Ali Ghodsi 001 (CoRR, 2023)

HAGRID: A Human-LLM Collaborative Dataset for Generative Information-Seeking with Attribution. - Ehsan Kamalloo; Aref Jafari; Xinyu Zhang 018; Nandan Thakur; Jimmy Lin (CoRR, 2023)

EchoAtt: Attend, Copy, then Adjust for More Efficient Large Language Models. - Hossein Rajabzadeh; Aref Jafari; Aman Sharma; Benyamin Jami 001; Hyock Ju Kwon; Ali Ghodsi 001; Boxing Chen; Mehdi Rezagholizadeh (ENLSP, 2024)

Efficient Citer: Tuning Large Language Models for Enhanced Answer Quality and Verification. - Marzieh S. Tahaei; Aref Jafari; Ahmad Rashid; David Alfonso-Hermelo; Khalil Bibi; Yimeng Wu; Ali Ghodsi 001; Boxing Chen; Mehdi Rezagholizadeh (NAACL-HLT (Findings), 2024)

Balcony: A Lightweight Approach to Dynamic Inference of Generative Language Models. - Benyamin Jamialahmadi 001; Parsa Kavehzadeh; Mehdi Rezagholizadeh; Parsa Farinneya; Hossein Rajabzadeh; Aref Jafari; Boxing Chen; Marzieh S. Tahaei (CoRR, 2025)