Beliz Gunel
8 papers · 2019–2025 · 6 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(25)
Top co-authors
Research topics
Machine Learning
(7)
Natural Language Processing
(5)
Learning Types · Machine Learning
(5)
Artificial Intelligence
(4)
Application Areas
(4)
Core AI
(4)
Deep Learning
(2)
Core Methods
(2)
Generation
(2)
Learning Types · Deep Learning
(2)
Resources & Methods
(2)
Knowledge & Reasoning
(1)
Applications
(1)
Learning Paradigms
(1)
Reasoning
(1)
Keywords
data augmentation
(2)
large language model
(2)
language model
(2)
few-shot learning
(2)
self-supervised learning
(1)
medical imaging
(1)
semi-supervised learning
(1)
graph embedding
(1)
transfer learning
(1)
in-context learning
(1)
multimodal learning
(1)
text summarization
(1)
incremental learning
(1)
image reconstruction
(1)
instruction tuning
(1)
knowledge distillation
(1)
supervised contrastive learning
(1)
token efficiency
(1)
natural language understanding
(1)
knowledge transfer
(1)
Papers
MLAN: Language-Based Instruction Tuning Preserves and Transfers Knowledge in Multimodal Language Models
ACL 2025
PRISM: Efficient Long-Range Reasoning With Short-Context LLMs
EMNLP 2025
SUMIE: A Synthetic Benchmark for Incremental Entity Summarization
COLING 2025
Enhancing Incremental Summarization with Structured Representations
EMNLP 2024
VORTEX: Physics-Driven Data Augmentations Using Consistency Training for Robust Accelerated MRI Reconstruction
MIDL 2022
Self-training Improves Pre-training for Natural Language Understanding
NAACL 2021
Supervised Contrastive Learning for Pre-trained Language Model Fine-tuning
ICLR 2021
Learning Mixed-Curvature Representations in Product Spaces
ICLR 2019