Shanbo Cheng
20 papers · 2016–2026 · 6 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Half 🐣 Hot Topic Early Bird 🗺️ Taxonomy Completionist (38)
🔬
Deep Specialist
(15)
💎
Century Club · Bronze
🗃️
Keyword Collector
(87)
🔥
Unstoppable · Bronze
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Research topics
Natural Language Processing
(15)
Applications
(15)
Deep Learning
(12)
Machine Learning
(12)
Artificial Intelligence
(8)
Learning Types · Machine Learning
(8)
Learning Types · Deep Learning
(7)
Application Areas
(5)
Core AI
(5)
Learning Paradigms
(3)
Models
(3)
Resources & Methods
(3)
Architectures
(2)
Core Methods
(2)
Reinforcement Learning
(1)
Keywords
neural machine translation
(6)
large language model
(5)
machine translation
(5)
multilingual translation
(2)
preference optimization
(2)
model compression
(2)
cross-lingual transfer
(2)
parallel decoding
(2)
multimodal machine translation
(2)
knowledge distillation
(2)
data selection
(2)
data augmentation
(1)
domain adaptation
(1)
speech synthesis
(1)
multilingual nlp
(1)
transfer learning
(1)
contrastive learning
(1)
self-supervised learning
(1)
policy optimization
(1)
sequential decision making
(1)
Papers
Improving Long-Context Translation via Self-Supervised Dual Learning
ACL 2026
EnAnchored-X2X: English-Anchored Optimization for Many-to-Many Translation
EMNLP 2025
From Tens of Hours to Tens of Thousands: Scaling Back-Translation for Speech Recognition
EMNLP 2025
SeqPO-SiMT: Sequential Policy Optimization for Simultaneous Machine Translation
ACL 2025
TRANS-ZERO: Self-Play Incentivizes Large Language Models for Multilingual Translation Without Parallel Data
ACL 2025
G-DIG: Towards Gradient-based DIverse and hiGh-quality Instruction Data Selection for Machine Translation
ACL 2024
MT-PATCHER: Selective and Extendable Knowledge Distillation from Large Language Models for Machine Translation
NAACL 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
Controlling Styles in Neural Machine Translation with Activation Prompt
ACL 2023
Only 5% Attention Is All You Need: Efficient Long-range Document-level Neural Machine Translation
IJCNLP 2023
switch-GLAT: Multilingual Parallel Machine Translation Via Code-Switch Decoder
ICLR 2022
Language Tags Matter for Zero-Shot Neural Machine Translation
ACL 2021
Learning Kernel-Smoothed Machine Translation with Retrieved Examples
EMNLP 2021
The Volctrans GLAT System: Non-autoregressive Translation Meets WMT21
EMNLP 2021
Acquiring Knowledge from Pre-Trained Model to Neural Machine Translation
AAAI 2020
Language-aware Interlingua for Multilingual Neural Machine Translation
ACL 2020
Alibaba’s Neural Machine Translation Systems for WMT18
EMNLP 2018
PRIMT: A Pick-Revise Framework for Interactive Machine Translation
NAACL 2016