Rafet Sifa
11 papers · 2020–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (4) π Academic Marathon (5) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Renaissance Researcher
(6)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(27)
π₯
Mega-Team
(21)
β
The Questioner
Conferences
COLING (5)
MIDL (3)
EMNLP (1)
ICLR (1)
NAACL (1)
Top co-authors
Research topics
Keywords
knowledge distillation
(2)
cross-lingual transfer
(2)
3d reconstruction
(1)
transfer learning
(1)
ensemble learning
(1)
text classification
(1)
visual question answering
(1)
privacy preservation
(1)
multilingual pretraining
(1)
multilingual nlp
(1)
data augmentation
(1)
word sense disambiguation
(1)
scene understanding
(1)
named entity recognition
(1)
few-shot learning
(1)
sequence tagging
(1)
medical image segmentation
(1)
deep learning
(1)
image classification
(1)
model compression
(1)
Papers
Generalizing Abstention for Noise-Robust Learning in Medical Image Segmentation
MIDL 2026
Resource-Efficient Anonymization of Textual Data via Knowledge Distillation from Large Language Models
COLING 2025
MultiProp Framework: Ensemble Models for Enhanced Cross-Lingual Propaganda Detection in Social Media and News using Data Augmentation, Text Segmentation, and Meta-Learning
COLING 2025
Bridging Language and Scenes through Explicit 3-D Model Construction
COLING 2025
Judging Quality Across Languages: A Multilingual Approach to Pretraining Data Filtering with Language Models
EMNLP 2025
Learning from a Few Shots: Data-efficient Cervical Vertebral Maturation Assessment
MIDL 2025
Effective Disjoint Representational Learning for Anatomical Segmentation
MIDL 2025
Tokenizer Choice For LLM Training: Negligible or Crucial?
NAACL 2024
Word Sense Disambiguation as a Game of Neurosymbolic Darts
COLING 2024
Is Reinforcement Learning (Not) for Natural Language Processing: Benchmarks, Baselines, and Building Blocks for Natural Language Policy Optimization
ICLR 2023
Fraunhofer IAIS at FinCausal 2020, Tasks 1 & 2: Using Ensemble Methods and Sequence Tagging to Detect Causality in Financial Documents
COLING 2020