Kuluhan Binici
5 papers · 2022–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(16)
Top co-authors
Research topics
Machine Learning
(5)
Application Areas
(4)
Learning Types · Machine Learning
(4)
Deep Learning
(3)
Artificial Intelligence
(2)
Healthcare & Medicine
(2)
Natural Language Processing
(2)
Clinical
(2)
Core AI
(2)
Learning Types · Deep Learning
(2)
Models
(2)
Applications
(1)
Generation
(1)
Understanding
(1)
Keywords
knowledge distillation
(3)
synthetic data
(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
LLMs are not Zero-Shot Reasoners for Biomedical Information Extraction
NAACL 2025
MEDSAGE: Enhancing Robustness of Medical Dialogue Summarization to ASR Errors with LLM-generated Synthetic Dialogues
AAAI 2025
Preventing Catastrophic Forgetting and Distribution Mismatch in Knowledge Distillation via Synthetic Data
WACV 2022
Robust and Resource-Efficient Data-Free Knowledge Distillation by Generative Pseudo Replay
AAAI 2022