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Author

Aref Jafari

Observed name: Jafari, Aref
ORCID: 0009-0005-0100-7866
Observed ORCID: 0009-0005-0100-7866
OpenAlex ID: A5078959979
Annealing Knowledge Distillation
2021 · Aref Jafari, Mehdi Rezagholizadeh, et al. · Conference of the European Chapter of the Association for Computational Linguistics · 73
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HAGRID: A Human-LLM Collaborative Dataset for Generative Information-Seeking with Attribution
2023 · Kamalloo, Ehsan, Jafari, Aref, et al. · arXiv (Cornell University) · 70
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How to Select One Among All ? An Empirical Study Towards the Robustness of Knowledge Distillation in Natural Language Understanding
2021 · Tianda Li, Ahmad Rashid, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP) · 11
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Pro-KD: Progressive Distillation by Following the Footsteps of the Teacher
2021 · Rezagholizadeh, Mehdi, Jafari, Aref, et al. · arXiv (Cornell University) · 6
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Annealing Knowledge Distillation
2021 · Jafari, Aref, Rezagholizadeh, Mehdi, et al. · arXiv (Cornell University) · 6
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Continuation KD: Improved Knowledge Distillation through the Lens of Continuation Optimization
2022 · Aref Jafari, Ivan Kobyzev, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP) · 5
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Do we need Label Regularization to Fine-tune Pre-trained Language Models?
2023 · Ivan Kobyzev, Aref Jafari, et al. · Conference of the European Chapter of the Association for Computational Linguistics · 4
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EchoAtt: Attend, Copy, then Adjust for More Efficient Large Language Models
2024 · Rajabzadeh, Hossein, Jafari, Aref, et al. · arXiv (Cornell University) · 3
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Efficient Citer: Tuning Large Language Models for Enhanced Answer Quality and Verification
2024 · Marzieh Tahaei, Aref Jafari, et al. · Findings of the Association for Computational Linguistics: NAACL · 3
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Long-Context Aware Upcycling: A New Frontier for Hybrid LLM Scaling
2026 · Fashi, Parsa Ashrafi, Saxena, Utkarsh, et al. · arXiv (Cornell University) · 1
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DTRNet: Dynamic Token Routing Network to Reduce Quadratic Costs in Transformers
2026 · Aman Sharma, Saeed Najafi, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP) · 1
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Balcony: A Lightweight Approach to Dynamic Inference of Generative Language Models
2025 · Benyamin Jamialahmadi, Parsa Kavehzadeh, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 1
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Long-Context Drafting Does Not Require Long-Context Drafters
2026 · Jafari, Aref, Bhatia, Vansh, et al. · arXiv (Cornell University)
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Large Language Models with At Most One Spike per Neuron
2026 · Zhao, Zhuoya, Omidi, Parsa, et al. · arXiv (Cornell University)
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AI-driven magnetization reprogramming for soft robotics: Learning-based real time control of in situ magnetic domains
2026 · Hamid Reza Moetamedzadeh, Ali Shams, et al. · Results in Engineering
SCOUT: Toward Sub-Quadratic Attention via Segment Compression for Optimized Utility in Transformers
2025 · Jafari, Aref, Fan, Yuhe, et al. · arXiv (Cornell University)
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Improved knowledge distillation by utilizing backward pass knowledge in neural networks
2023 · Jafari, Aref, Rezagholizadeh, Mehdi, et al. · arXiv (Cornell University)
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Segmentation Approach for Coreference Resolution Task
2020 · Jafari, Aref, Ghodsi, Ali · arXiv (Cornell University)
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Works count: 23
Citation count: 184
H-index: 5
I10-index: 3
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