Berkan Demirel
5 papers · 2017–2026 · 4 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (3) 🏃 Academic Marathon (8) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (11) 🧭 Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
COLING (2)
CVPR (1)
EACL (1)
ICCV (1)
Top co-authors
Keywords
embedding model
(2)
question answering
(2)
retrieval-augmented generation
(2)
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)
semantic reranking
(1)
meta learning
(1)
gradient based optimization
(1)
multilingual nlp
(1)
Papers
Building a Turkish Large Language Model via Continual Pre-Training and Parameter-Efficient Adaptation
EACL 2026
Enhancing Regulatory Compliance Through Automated Retrieval, Reranking, and Answer Generation
COLING 2025
A REGNLP Framework: Developing Retrieval-Augmented Generation for Regulatory Document Analysis
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