Aloka Fernando
4 papers · 2024–2025 · 3 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
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Top co-authors
Research topics
Keywords
low-resource language
(3)
neural machine translation
(3)
parallel corpus
(2)
data curation
(2)
multilingual language model
(1)
corpus filtering
(1)
open science
(1)
nlp research
(1)
data deduplication
(1)
corpus mining
(1)
statistical method
(1)
statistical filtration
(1)
constrained training
(1)
statistical filtering
(1)
artifact reuse
(1)
data filtration
(1)
debiasing heuristics
(1)
language identification
(1)
jensen-shannon divergence
(1)
corpus quality
(1)
Papers
Improving the Quality of Web-mined Parallel Corpora of Low-Resource Languages using Debiasing Heuristics
EMNLP 2025
Back to the Stats: Rescuing Low Resource Neural Machine Translation with Statistical Methods
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