Kevin Heffernan
6 papers · 2020–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (20) π§ Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(14)
Conferences
ACL (2)
EMNLP (2)
COLING (1)
EACL (1)
Top co-authors
Keywords
low-resource language
(2)
multilingual representation
(2)
machine translation
(2)
bitext mining
(2)
multilingual translation
(2)
semantic alignment
(1)
deep learning
(1)
multilingual machine translation
(1)
data pipeline
(1)
speech-to-speech translation
(1)
sentence embedding
(1)
modular framework
(1)
contextualized embedding
(1)
sentence encoder
(1)
multilingual embedding
(1)
cross-lingual retrieval
(1)
japanese language
(1)
expressive speech
(1)
representation distillation
(1)
speech alignment
(1)
Papers
Aligning Speech Segments Beyond Pure Semantics
ACL 2024
xSIM++: An Improved Proxy to Bitext Mining Performance for Low-Resource Languages
ACL 2023
Multilingual Representation Distillation with Contrastive Learning
EACL 2023
stopes - Modular Machine Translation Pipelines
EMNLP 2022
Bitext Mining Using Distilled Sentence Representations for Low-Resource Languages
EMNLP 2022
Homonym normalisation by word sense clustering: a case in Japanese
COLING 2020