Kevin Heffernan
6 papers · 2020–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(18)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(5)
Natural Language Processing
(5)
Core Methods
(4)
Resources & Methods
(4)
Deep Learning
(3)
Applications
(3)
Learning Types · Machine Learning
(3)
Artificial Intelligence
(2)
Application Areas
(2)
Core AI
(2)
Speech & Audio
(1)
Architectures
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Synthesis
(1)
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
Multilingual Representation Distillation with Contrastive Learning
EACL 2023
xSIM++: An Improved Proxy to Bitext Mining Performance for Low-Resource Languages
ACL 2023
Bitext Mining Using Distilled Sentence Representations for Low-Resource Languages
EMNLP 2022
stopes - Modular Machine Translation Pipelines
EMNLP 2022
Homonym normalisation by word sense clustering: a case in Japanese
COLING 2020