Surangika Ranathunga
11 papers · 2019–2025 · 6 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+5 more ↓ Show less ↑
π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (27) π Conference Polyglot Β· Silver
π₯
Mega-Team Β· Squad
π
Keyword Champion
β‘
Prolific Year Β· Productive
β
The Questioner
π
Century Club Β· Bronze
Top co-authors
Research topics
Natural Language Processing
(10)
Machine Learning
(9)
Applications
(8)
Application Areas
(5)
Resources & Methods
(5)
Artificial Intelligence
(4)
Deep Learning
(4)
Learning Types
(4)
Core AI
(2)
Generation
(2)
Learning Paradigms
(2)
Models
(2)
Interdisciplinary
(1)
Speech & Audio
(1)
Architectures
(1)
Keywords
low-resource language
(8)
neural machine translation
(6)
nlp research
(2)
parallel corpus
(2)
data curation
(2)
machine translation
(2)
parameter-efficient fine-tuning
(1)
pre-trained model
(1)
knowledge distillation
(1)
multilingual machine translation
(1)
linguistic disparity
(1)
speech recognition
(1)
language identification
(1)
jensen-shannon divergence
(1)
multilingual model
(1)
sequence-to-sequence model
(1)
automatic speech recognition
(1)
translation quality
(1)
low-resource translation
(1)
domain adaptation
(1)
Papers
Encoder-Aware Sequence-Level Knowledge Distillation for Low-Resource Neural Machine Translation
NAACL 2025
Improving the Quality of Web-mined Parallel Corpora of Low-Resource Languages using Debiasing Heuristics
EMNLP 2025
Sinhala Transliteration: A Comparative Analysis Between Rule-based and Seq2Seq Approaches
COLING 2025
Back to the Stats: Rescuing Low Resource Neural Machine Translation with Statistical Methods
EMNLP 2024
LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing
EMNLP 2024
Quality Does Matter: A Detailed Look at the Quality and Utility of Web-Mined Parallel Corpora
EACL 2024
Shoulders of Giants: A Look at the Degree and Utility of Openness in NLP Research
ACL 2024
Unlocking Parameter-Efficient Fine-Tuning for Low-Resource Language Translation
NAACL 2024
Pre-Trained Multilingual Sequence-to-Sequence Models: A Hope for Low-Resource Language Translation?
ACL 2022
Some Languages are More Equal than Others: Probing Deeper into the Linguistic Disparity in the NLP World
AACL 2022
Transfer Learning Based Free-Form Speech Command Classification for Low-Resource Languages
ACL 2019