Shanbo Cheng
22 papers · 2016–2026 · 7 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+9 more ↓ Show less ↑
π Conference Polyglot (7) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Academic Marathon (9)
π
Renaissance Researcher
(6)
π
Conference Polyglot
(7)
π
Academic Marathon
(9)
π€
Dynamic Duo
(10)
π¬
Deep Specialist
(14)
π
Century Club
(21)
ποΈ
Keyword Collector
(82)
β‘
Prolific Year
(5)
π₯
Unstoppable
(6)
Conferences
ACL (10)
EMNLP (5)
IJCNLP (2)
NAACL (2)
AAAI (1)
AACL (1)
ICLR (1)
Top co-authors
Keywords
neural machine translation
(7)
machine translation
(5)
large language model
(5)
knowledge distillation
(2)
model compression
(2)
multilingual translation
(2)
data selection
(2)
preference optimization
(2)
multimodal machine translation
(2)
cross-lingual transfer
(2)
transfer learning
(1)
policy optimization
(1)
multilingual nlp
(1)
data augmentation
(1)
contrastive learning
(1)
self-supervised learning
(1)
sequential decision making
(1)
zero-shot learning
(1)
question answering
(1)
style transfer
(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
TRANS-ZERO: Self-Play Incentivizes Large Language Models for Multilingual Translation Without Parallel Data
ACL 2025
SeqPO-SiMT: Sequential Policy Optimization for Simultaneous Machine Translation
ACL 2025
From Tens of Hours to Tens of Thousands: Scaling Back-Translation for Speech Recognition
EMNLP 2025
Retaining Key Information under High Compression Ratios: Query-Guided Compressor for LLMs
ACL 2024
MT-PATCHER: Selective and Extendable Knowledge Distillation from Large Language Models for Machine Translation
NAACL 2024
G-DIG: Towards Gradient-based DIverse and hiGh-quality Instruction Data Selection for Machine Translation
ACL 2024
Only 5% Attention Is All You Need: Efficient Long-range Document-level Neural Machine Translation
IJCNLP 2023
Only 5% Attention Is All You Need: Efficient Long-range Document-level Neural Machine Translation
AACL 2023
Controlling Styles in Neural Machine Translation with Activation Prompt
ACL 2023
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
switch-GLAT: Multilingual Parallel Machine Translation Via Code-Switch Decoder
ICLR 2022
The Volctrans GLAT System: Non-autoregressive Translation Meets WMT21
EMNLP 2021
Learning Kernel-Smoothed Machine Translation with Retrieved Examples
EMNLP 2021
Language Tags Matter for Zero-Shot Neural Machine Translation
ACL 2021
Language Tags Matter for Zero-Shot Neural Machine Translation
IJCNLP 2021
Acquiring Knowledge from Pre-Trained Model to Neural Machine Translation
AAAI 2020
Language-aware Interlingua for Multilingual Neural Machine Translation
ACL 2020
Alibabaβs Neural Machine Translation Systems for WMT18
EMNLP 2018
PRIMT: A Pick-Revise Framework for Interactive Machine Translation
NAACL 2016