Yupu Liang
9 papers · 2023–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Interdisciplinary Bridge π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (14) π Cross-Pollinator (9)
π
Renaissance Researcher
(6)
β‘
Prolific Year
(5)
Conferences
ACL (4)
COLING (2)
EMNLP (2)
NAACL (1)
Top co-authors
Keywords
document image translation
(5)
optical character recognition
(4)
layout understanding
(3)
multimodal learning
(3)
multimodal large language model
(3)
machine translation
(3)
multi-modal learning
(2)
end-to-end training
(1)
cross-domain generalization
(1)
reward mechanism
(1)
end-to-end translation
(1)
hierarchical supervision
(1)
multi-task reinforcement learning
(1)
text recognition
(1)
end-to-end network
(1)
multi-step decoder
(1)
document image
(1)
visual layout modeling
(1)
layout awareness
(1)
complex layout
(1)
Papers
MT3: A Synergistic Multi-Task RL Framework for Specializing MLLMs in Text Image Machine Translation
ACL 2026
A Query-Response Framework for Whole-Page Complex-Layout Document Image Translation with Relevant Regional Concentration
ACL 2025
Improving MLLMβs Document Image Machine Translation via Synchronously Self-reviewing Its OCR Proficiency
ACL 2025
Single-to-mix Modality Alignment with Multimodal Large Language Model for Document Image Machine Translation
ACL 2025
From Chaotic OCR Words to Coherent Document: A Fine-to-Coarse Zoom-Out Network for Complex-Layout Document Image Translation
COLING 2025
SHIFT: Selected Helpful Informative Frame for Video-guided Machine Translation
EMNLP 2025
Born a BabyNet with Hierarchical Parental Supervision for End-to-End Text Image Machine Translation
COLING 2024
Document Image Machine Translation with Dynamic Multi-pre-trained Models Assembling
NAACL 2024
LayoutDIT: Layout-Aware End-to-End Document Image Translation with Multi-Step Conductive Decoder
EMNLP 2023