David Stap
12 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (20) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 👥 Mega-Team · Legion
❓
The Questioner
(2)
💎
Century Club · Bronze
Top co-authors
Research topics
Natural Language Processing
(12)
Applications
(9)
Resources & Methods
(9)
Artificial Intelligence
(5)
Machine Learning
(4)
Deep Learning
(3)
Learning Paradigms
(3)
Learning Types · Machine Learning
(3)
Learning Types · Deep Learning
(3)
Core AI
(2)
Application Areas
(1)
Architectures
(1)
Models
(1)
Techniques
(1)
Keywords
machine translation
(6)
large language model
(5)
neural machine translation
(3)
low-resource language
(3)
representation learning
(2)
multilingual machine translation
(2)
zero-shot learning
(2)
cross-lingual transfer
(2)
instruction following
(2)
quality estimation
(1)
document-level translation
(1)
model evaluation
(1)
knowledge transfer
(1)
multilingual translation
(1)
natural language processing
(1)
foundation model
(1)
k-nearest neighbor
(1)
in-context learning
(1)
supervised fine-tuning
(1)
transfer learning
(1)
Papers
Can LLMs Really Learn to Translate a Low-Resource Language from One Grammar Book?
ICLR 2025
MMTEB: Massive Multilingual Text Embedding Benchmark
ICLR 2025
The Effect of Language Diversity When Fine-Tuning Large Language Models for Translation
EMNLP 2025
Data Contamination Report from the 2024 CONDA Shared Task
ACL 2024
How Far can 100 Samples Go? Unlocking Zero-Shot Translation with Tiny Multi-Parallel Data
ACL 2024
The Fine-Tuning Paradox: Boosting Translation Quality Without Sacrificing LLM Abilities
ACL 2024
UvA-MT’s Participation in the WMT24 General Translation Shared Task
EMNLP 2024
ChatGPT is not a good indigenous translator
ACL 2023
Multilingual k-Nearest-Neighbor Machine Translation
EMNLP 2023
UvA-MT’s Participation in the WMT 2023 General Translation Shared Task
EMNLP 2023
Viewing Knowledge Transfer in Multilingual Machine Translation Through a Representational Lens
EMNLP 2023
Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks
EMNLP 2022