Berkan Demirel
5 papers · 2017–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(11)
Venues
Top co-authors
Research topics
Artificial Intelligence
(3)
Machine Learning
(3)
Natural Language Processing
(3)
Applications
(2)
Core AI
(2)
Generation
(2)
Learning Types
(2)
Computer Vision
(1)
Analysis
(1)
Application Areas
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Resources & Methods
(1)
Keywords
retrieval-augmented generation
(2)
embedding model
(2)
question answering
(2)
data augmentation
(1)
model merging
(1)
document retrieval
(1)
hyperparameter tuning
(1)
text retrieval
(1)
loss function
(1)
parameter-efficient fine-tuning
(1)
text embedding
(1)
continual pre-training
(1)
few-shot object detection
(1)
morphologically rich language
(1)
regulatory compliance
(1)
regulatory document analysis
(1)
large language model
(1)
meta learning
(1)
semantic reranking
(1)
gradient-based optimization
(1)
Papers
Building a Turkish Large Language Model via Continual Pre-Training and Parameter-Efficient Adaptation
EACL 2026
A REGNLP Framework: Developing Retrieval-Augmented Generation for Regulatory Document Analysis
COLING 2025
Enhancing Regulatory Compliance Through Automated Retrieval, Reranking, and Answer Generation
COLING 2025
Meta-Tuning Loss Functions and Data Augmentation for Few-Shot Object Detection
CVPR 2023
Attributes2Classname: A Discriminative Model for Attribute-Based Unsupervised Zero-Shot Learning
ICCV 2017