Kuluhan Binici
5 papers · 2022–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (18) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
AAAI (3)
NAACL (1)
WACV (1)
Top co-authors
Keywords
knowledge distillation
(3)
synthetic datum
(2)
large language model
(2)
few-shot learning
(1)
knowledge transfer
(1)
data augmentation
(1)
chain-of-thought reasoning
(1)
named entity recognition
(1)
automatic speech recognition
(1)
synthetic data generation
(1)
distribution shift
(1)
noise robustness
(1)
generative model
(1)
variational autoencoder
(1)
retrieval-augmented generation
(1)
chain-of-thought prompting
(1)
student network
(1)
speech recognition error
(1)
zero-shot reasoning
(1)
distribution mismatch
(1)
Papers
Condensed Data Expansion Using Model Inversion for Knowledge Distillation
AAAI 2026
MEDSAGE: Enhancing Robustness of Medical Dialogue Summarization to ASR Errors with LLM-generated Synthetic Dialogues
AAAI 2025
LLMs are not Zero-Shot Reasoners for Biomedical Information Extraction
NAACL 2025
Robust and Resource-Efficient Data-Free Knowledge Distillation by Generative Pseudo Replay
AAAI 2022
Preventing Catastrophic Forgetting and Distribution Mismatch in Knowledge Distillation via Synthetic Data
WACV 2022