Aref Jafari
7 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (4) π§ Keyword Pioneer π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (23)
π₯
Unstoppable
(5)
β
The Questioner
(2)
Conferences
EMNLP (3)
EACL (2)
COLING (1)
NAACL (1)
Top co-authors
Keywords
knowledge distillation
(7)
model compression
(6)
capacity gap
(2)
transfer learning
(2)
natural language understanding
(2)
progressive learning
(1)
computational efficiency
(1)
label smoothing
(1)
instruction tuning
(1)
early exit
(1)
language model
(1)
hallucination mitigation
(1)
dynamic inference
(1)
student-teacher learning
(1)
glue benchmark
(1)
citation generation
(1)
generative language model
(1)
student-teacher training
(1)
dark knowledge
(1)
teacher student learning
(1)
Papers
Balcony: A Lightweight Approach to Dynamic Inference of Generative Language Models
EMNLP 2025
Efficient Citer: Tuning Large Language Models for Enhanced Answer Quality and Verification
NAACL 2024
Do we need Label Regularization to Fine-tune Pre-trained Language Models?
EACL 2023
Pro-KD: Progressive Distillation by Following the Footsteps of the Teacher
COLING 2022
Continuation KD: Improved Knowledge Distillation through the Lens of Continuation Optimization
EMNLP 2022
How to Select One Among All ? An Empirical Study Towards the Robustness of Knowledge Distillation in Natural Language Understanding
EMNLP 2021
Annealing Knowledge Distillation
EACL 2021