Sungwon Lyu
5 papers · 2019–2021 · 2 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird 🚀 Conference Pioneer
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Artificial Intelligence
(3)
Deep Learning
(3)
Natural Language Processing
(3)
Learning Types
(3)
Machine Learning
(2)
Applications · Natural Language Processing
(2)
Core AI
(2)
Computer Vision
(1)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Applications · Reinforcement Learning
(1)
Architectures
(1)
Core Methods
(1)
Domain-Specific
(1)
Generation
(1)
Keywords
zero-shot translation
(2)
neural machine translation
(2)
machine translation
(2)
multilingual translation
(1)
dynamic routing
(1)
parameter sharing
(1)
knowledge graph
(1)
recurrent neural network
(1)
multi-hop reasoning
(1)
modular architecture
(1)
pre-training and fine-tuning
(1)
route optimization
(1)
translation quality
(1)
terminology constraint
(1)
multilingual neural machine translation
(1)
knowledge-grounded dialogue
(1)
encoder representation
(1)
traffic control
(1)
automated material handling
(1)
attention flow
(1)
Papers
Kakao Enterprise’s WMT21 Machine Translation Using Terminologies Task Submission
EMNLP 2021
AttnIO: Knowledge Graph Exploration with In-and-Out Attention Flow for Knowledge-Grounded Dialogue
EMNLP 2020
Revisiting Modularized Multilingual NMT to Meet Industrial Demands
EMNLP 2020
Sparse and Decorrelated Representations for Stable Zero-shot NMT
EMNLP 2020
Dynamic Vehicle Traffic Control Using Deep Reinforcement Learning in Automated Material Handling System
AAAI 2019