Maha Elbayad
15 papers · 2018–2026 · 8 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🐣 Hot Topic Early Bird 🗺️ Taxonomy Completionist (34) 🌉 Interdisciplinary Bridge · Silver
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Mega-Team · Squad
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Topic Evolution
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Trend Setter
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Century Club · Bronze
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Keyword Collector
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Top co-authors
Research topics
Deep Learning
(10)
Natural Language Processing
(10)
Applications
(8)
Artificial Intelligence
(7)
Machine Learning
(7)
Architectures
(7)
Core AI
(6)
Learning Types · Machine Learning
(5)
Learning Types · Deep Learning
(4)
Core Methods
(3)
Models
(3)
Optimization & Theory · Machine Learning
(3)
Speech & Audio
(2)
Application Areas
(2)
Optimization & Theory · Deep Learning
(2)
Keywords
machine translation
(6)
multilingual translation
(5)
multilingual machine translation
(4)
mixture of expert
(3)
simultaneous translation
(3)
low-resource language
(3)
transfer learning
(2)
sparse activation
(2)
language model
(2)
speech translation
(2)
instruction following
(1)
automatic speech recognition
(1)
sentiment classification
(1)
flow matching
(1)
natural language inference
(1)
image captioning
(1)
convolutional neural network
(1)
language modeling
(1)
attention mechanism
(1)
adaptive computation
(1)
Papers
TV2TV: A Unified Framework for Interleaved Language and Video Generation
CVPR 2026
Less Mature is More Adaptable for Sentence-level Language Modeling
ACL 2025
Mixture of Languages: Improved Multilingual Encoders Through Language Grouping
EMNLP 2025
Causes and Cures for Interference in Multilingual Translation
ACL 2023
Efficiently Upgrading Multilingual Machine Translation Models to Support More Languages
EACL 2023
Fixing MoE Over-Fitting on Low-Resource Languages in Multilingual Machine Translation
ACL 2023
Towards Being Parameter-Efficient: A Stratified Sparsely Activated Transformer with Dynamic Capacity
EMNLP 2023
Findings of the IWSLT 2022 Evaluation Campaign
ACL 2022
FINDINGS OF THE IWSLT 2021 EVALUATION CAMPAIGN
ACL 2021
Depth-Adaptive Transformer
ICLR 2020
Efficient Wait-k Models for Simultaneous Machine Translation
Interspeech 2020
Online Versus Offline NMT Quality: An In-depth Analysis on English-German and German-English
COLING 2020
ON-TRAC Consortium for End-to-End and Simultaneous Speech Translation Challenge Tasks at IWSLT 2020
ACL 2020
Pervasive Attention: 2D Convolutional Neural Networks for Sequence-to-Sequence Prediction
CoNLL 2018
Token-level and sequence-level loss smoothing for RNN language models
ACL 2018