Melvin Johnson
20 papers · 2018–2023 · 8 venues · across top CS/AI venues
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Research topics
Natural Language Processing
(17)
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Deep Learning
(10)
Resources & Methods
(10)
Artificial Intelligence
(8)
Machine Learning
(8)
Learning Types Β· Deep Learning
(8)
Learning Paradigms
(6)
Speech & Audio
(3)
Application Areas
(3)
Learning Types Β· Machine Learning
(3)
Core AI
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Recognition
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Keywords
neural machine translation
(6)
cross-lingual transfer
(6)
low-resource language
(5)
machine translation
(5)
benchmark evaluation
(3)
multilingual model
(3)
transfer learning
(2)
speech translation
(2)
sequence labeling
(2)
zero-shot transfer
(2)
document-level translation
(2)
multilingual encoder
(2)
multilingual nlp
(2)
natural language understanding
(2)
multilingual language model
(2)
speech recognition
(2)
knowledge distillation
(1)
attention mechanism
(1)
self-supervised learning
(1)
few-shot learning
(1)
Papers
Mu$^2$SLAM: Multitask, Multilingual Speech and Language Models
ICML 2023
The Unreasonable Effectiveness of Few-shot Learning for Machine Translation
ICML 2023
XTREME-UP: A User-Centric Scarce-Data Benchmark for Under-Represented Languages
EMNLP 2023
DOCmT5: Document-Level Pretraining of Multilingual Language Models
NAACL 2022
Domain Curricula for Code-Switched MT at MixMT 2022
EMNLP 2022
Multilingual Document-Level Translation Enables Zero-Shot Transfer From Sentences to Documents
ACL 2022
XTREME-S: Evaluating Cross-lingual Speech Representations
Interspeech 2022
Explicit Alignment Objectives for Multilingual Bidirectional Encoders
NAACL 2021
Findings of the Shared Task on Machine Translation in Dravidian languages
EACL 2021
HintedBT: Augmenting Back-Translation with Quality and Transliteration Hints
EMNLP 2021
MergeDistill: Merging Language Models using Pre-trained Distillation
ACL 2021
nmT5 - Is parallel data still relevant for pre-training massively multilingual language models?
ACL 2021
Rethinking Embedding Coupling in Pre-trained Language Models
ICLR 2021
XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation
EMNLP 2021
Evaluating the Cross-Lingual Effectiveness of Massively Multilingual Neural Machine Translation
AAAI 2020
XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalisation
ICML 2020
Direct Speech-to-Speech Translation with a Sequence-to-Sequence Model
Interspeech 2019
Massively Multilingual Neural Machine Translation
NAACL 2019
Small and Practical BERT Models for Sequence Labeling
EMNLP 2019
The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation
ACL 2018