Yingfeng Luo
12 papers · 2020–2026 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (31) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π€ Dynamic Duo (12)
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Keyword Collector
(58)
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Century Club Β· Bronze
Venues
Top co-authors
Research topics
Natural Language Processing
(10)
Applications
(8)
Machine Learning
(7)
Deep Learning
(6)
Artificial Intelligence
(5)
Core AI
(5)
Learning Types Β· Machine Learning
(5)
Application Areas
(3)
Learning Types Β· Deep Learning
(3)
Resources & Methods
(3)
Core Methods
(2)
Generation
(2)
Models
(2)
Speech & Audio
(1)
Analysis
(1)
Keywords
neural machine translation
(5)
knowledge distillation
(3)
back translation
(2)
model ensemble
(2)
cross-lingual transfer
(2)
quality estimation
(2)
translation memory
(2)
domain adaptation
(2)
machine translation
(1)
test-time adaptation
(1)
multi-task learning
(1)
automatic speech recognition
(1)
k-nearest neighbor
(1)
multilingual machine translation
(1)
prompt engineering
(1)
low-resource language
(1)
probability distribution
(1)
dimension reduction
(1)
multilingual pretraining
(1)
in-context learning
(1)
Papers
NiuTrans.LMT: Toward Inclusive and Scalable Multilingual Machine Translation with LLMs
ACL 2026
RouteLMT: Learned Sample Routing for Hybrid LLM Translation Deployment
ACL 2026
Beyond Decoder-only: Large Language Models Can be Good Encoders for Machine Translation
ACL 2025
Enhancing Neural Machine Translation Through Target Language Data: A kNN-LM Approach for Domain Adaptation
ACL 2025
Enhancing Speech Large Language Models with Prompt-Aware Mixture of Audio Encoders
EMNLP 2025
Step-level Verifier-guided Hybrid Test-Time Scaling for Large Language Models
EMNLP 2025
Exploiting Target Language Data for Neural Machine Translation Beyond Back Translation
ACL 2024
Recent Advances in End-to-End Simultaneous Speech Translation
IJCAI 2024
Prompting Neural Machine Translation with Translation Memories
AAAI 2023
The NiuTrans Machine Translation Systems for WMT21
EMNLP 2021
A Simple and Effective Approach to Robust Unsupervised Bilingual Dictionary Induction
COLING 2020
The NiuTrans System for the WMT20 Quality Estimation Shared Task
EMNLP 2020