Nathaniel Romney Robinson
11 papers · 2022–2026 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (22) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver β‘ Prolific Year Β· Productive
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Research topics
Natural Language Processing
(10)
Machine Learning
(8)
Applications
(8)
Resources & Methods
(6)
Application Areas
(5)
Artificial Intelligence
(3)
Learning Types
(3)
Deep Learning
(2)
Speech & Audio
(2)
Core Methods
(2)
Learning Paradigms
(2)
Recognition
(2)
Interdisciplinary
(1)
Core AI
(1)
Generation
(1)
Keywords
low-resource language
(7)
machine translation
(6)
multilingual nlp
(2)
large language model
(2)
automatic speech recognition
(2)
synthetic data generation
(2)
model fine-tuning
(2)
domain adaptation
(2)
cross-lingual transfer
(2)
model adaptation
(1)
llm evaluation
(1)
speech synthesis
(1)
dialect translation
(1)
historical linguistics
(1)
ensemble method
(1)
text representation
(1)
semantic information
(1)
language modeling
(1)
parameter regularization
(1)
text generation
(1)
Papers
AfriMMT-EA: Multi-domain Machine Translation for Low-Resource East African Languages
EACL 2026
AL-QASIDA: Analyzing LLM Quality and Accuracy Systematically in Dialectal Arabic
ACL 2025
DialUp! Modeling the Language Continuum by Adapting Models to Dialects and Dialects to Models
ACL 2025
JHU IWSLT 2025 Low-resource System Description
ACL 2025
Limited-Resource Adapters Are Regularizers, Not Linguists
ACL 2025
Programming by Example meets Historical Linguistics: A Large Language Model Based Approach to Sound Law Induction
ACL 2025
Take Shelter, Zanmi: Digitally Alerting Cyclone Victims in Their Languages
ACL 2025
JHU IWSLT 2024 Dialectal and Low-resource System Description
ACL 2024
Leveraging Adapters for Improved Cross-lingual Transfer for Low-Resource Creole MT
EMNLP 2024
PWESuite: Phonetic Word Embeddings and Tasks They Facilitate
COLING 2024
When Is TTS Augmentation Through a Pivot Language Useful?
Interspeech 2022