Zhiyang Zhang
12 papers · 2023–2025 · 4 venues · across top CS/AI venues
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (33) 🏆 Keyword Champion (5)
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Century Club · Bronze
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Prolific Year · Productive
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Artificial Intelligence
(10)
Core AI
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Natural Language Processing
(9)
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Deep Learning
(6)
Learning Types · Deep Learning
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Machine Learning
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Computer Vision
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Keywords
multimodal learning
(5)
document image translation
(5)
layout understanding
(3)
machine translation
(3)
information retrieval
(3)
optical character recognition
(3)
multimodal large language model
(3)
retrieval-augmented generation
(2)
large language model
(2)
end-to-end learning
(1)
pre-trained model
(1)
language model
(1)
transfer learning
(1)
supervised fine-tuning
(1)
semantic similarity
(1)
modality alignment
(1)
multilingual translation
(1)
multi-hop question answering
(1)
cross-domain generalization
(1)
document retrieval
(1)
Papers
A Query-Response Framework for Whole-Page Complex-Layout Document Image Translation with Relevant Regional Concentration
ACL 2025
AXIS: Efficient Human-Agent-Computer Interaction with API-First LLM-Based Agents
ACL 2025
From Chaotic OCR Words to Coherent Document: A Fine-to-Coarse Zoom-Out Network for Complex-Layout Document Image Translation
COLING 2025
Improving MLLM’s Document Image Machine Translation via Synchronously Self-reviewing Its OCR Proficiency
ACL 2025
Re3Syn: A Dependency-Based Data Synthesis Framework for Long-Context Post-training
ACL 2025
SHIFT: Selected Helpful Informative Frame for Video-guided Machine Translation
EMNLP 2025
Single-to-mix Modality Alignment with Multimodal Large Language Model for Document Image Machine Translation
ACL 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
EfficientRAG: Efficient Retriever for Multi-Hop Question Answering
EMNLP 2024
An Empirical Investigation of Implicit and Explicit Knowledge-Enhanced Methods for Ad Hoc Dataset Retrieval
EMNLP 2023
LayoutDIT: Layout-Aware End-to-End Document Image Translation with Multi-Step Conductive Decoder
EMNLP 2023