Hongfei Xu
21 papers · 2019–2026 · 7 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (35) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird
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Deep Specialist
(13)
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Dynamic Duo
(12)
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Topic Evolution
📈
Trend Setter
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Unstoppable · Bronze
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Prolific Year · Productive
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Keyword Collector
(93)
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Century Club · Bronze
Top co-authors
Research topics
Deep Learning
(16)
Natural Language Processing
(16)
Applications
(15)
Machine Learning
(12)
Architectures
(12)
Learning Types · Deep Learning
(7)
Application Areas
(6)
Optimization & Theory · Machine Learning
(6)
Learning Types · Machine Learning
(4)
Techniques
(3)
Artificial Intelligence
(2)
Generation
(2)
Optimization & Theory · Deep Learning
(2)
Resources & Methods
(2)
Interdisciplinary
(1)
Keywords
neural machine translation
(11)
attention mechanism
(3)
transformer architecture
(3)
automatic post-editing
(3)
transformer model
(3)
multilingual translation
(2)
model compression
(2)
machine translation
(2)
multilingual neural machine translation
(2)
data augmentation
(2)
knowledge distillation
(2)
efficient computing
(2)
text generation
(1)
self-supervised learning
(1)
grammatical error correction
(1)
curriculum learning
(1)
neural network optimization
(1)
self-attention mechanism
(1)
deep learning
(1)
paraphrase generation
(1)
Papers
Paraphrasing as Zero-shot Translation with Feature-guided Diversity Enhancement
ACL 2026
A Self-Distillation Recipe for Neural Machine Translation
ACL 2025
Mitigating Scalability Walls of RDMA-based Container Networks
NSDI 2025
Dual-teacher Knowledge Distillation for Low-frequency Word Translation
EMNLP 2024
Multi-pass Decoding for Grammatical Error Correction
EMNLP 2024
Rewiring the Transformer with Depth-Wise LSTMs
COLING 2024
Zhongjing: Enhancing the Chinese Medical Capabilities of Large Language Model through Expert Feedback and Real-World Multi-Turn Dialogue
AAAI 2024
A Closer Look at Transformer Attention for Multilingual Translation
EMNLP 2023
ParaZh-22M: A Large-Scale Chinese Parabank via Machine Translation
COLING 2022
Learning Hard Retrieval Decoder Attention for Transformers
EMNLP 2021
Modeling Task-Aware MIMO Cardinality for Efficient Multilingual Neural Machine Translation
ACL 2021
Multi-Head Highly Parallelized LSTM Decoder for Neural Machine Translation
ACL 2021
Probing Word Translations in the Transformer and Trading Decoder for Encoder Layers
NAACL 2021
Self-Supervised Curriculum Learning for Spelling Error Correction
EMNLP 2021
Dynamically Adjusting Transformer Batch Size by Monitoring Gradient Direction Change
ACL 2020
Efficient Context-Aware Neural Machine Translation with Layer-Wise Weighting and Input-Aware Gating
IJCAI 2020
Learning Source Phrase Representations for Neural Machine Translation
ACL 2020
Lipschitz Constrained Parameter Initialization for Deep Transformers
ACL 2020
The Transference Architecture for Automatic Post-Editing
COLING 2020
UdS Submission for the WMT 19 Automatic Post-Editing Task
ACL 2019
USAAR-DFKI – The Transference Architecture for English–German Automatic Post-Editing
ACL 2019