Luyang Huang
8 papers · 2019–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (28) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze
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Topic Evolution
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Unstoppable · Bronze
Top co-authors
Research topics
Natural Language Processing
(6)
Artificial Intelligence
(4)
Deep Learning
(4)
Machine Learning
(4)
Core AI
(4)
Applications · Natural Language Processing
(3)
Generation
(3)
Learning Types · Deep Learning
(3)
Learning Types · Machine Learning
(2)
Models
(2)
Computer Vision
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Applications · Reinforcement Learning
(1)
Core Methods
(1)
Keywords
machine translation
(2)
multimodal machine translation
(2)
abstractive summarization
(2)
multimodal learning
(2)
neural machine translation
(1)
document summarization
(1)
reinforcement learning
(1)
cross-modal learning
(1)
question answering
(1)
video understanding
(1)
text-to-image generation
(1)
semantic representation
(1)
visual context
(1)
knowledge graph
(1)
instruction fine-tuning
(1)
influence function
(1)
data selection
(1)
inference optimization
(1)
compression ratio
(1)
image captioning
(1)
Papers
G-DIG: Towards Gradient-based DIverse and hiGh-quality Instruction Data Selection for Machine Translation
ACL 2024
Retaining Key Information under High Compression Ratios: Query-Guided Compressor for LLMs
ACL 2024
Beyond Triplet: Leveraging the Most Data for Multimodal Machine Translation
ACL 2023
BigVideo: A Large-scale Video Subtitle Translation Dataset for Multimodal Machine Translation
ACL 2023
DU-VLG: Unifying Vision-and-Language Generation via Dual Sequence-to-Sequence Pre-training
ACL 2022
Efficient Attentions for Long Document Summarization
NAACL 2021
Knowledge Graph-Augmented Abstractive Summarization with Semantic-Driven Cloze Reward
ACL 2020
An Entity-Driven Framework for Abstractive Summarization
EMNLP 2019