Degen Huang
27 papers · 2008–2026 · 7 venues · across top CS/AI venues
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Research topics
Natural Language Processing
(19)
Applications
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Deep Learning
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Artificial Intelligence
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Machine Learning
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Learning Types · Deep Learning
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Learning Types · Machine Learning
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Resources & Methods
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Keywords
neural machine translation
(10)
multilingual neural machine translation
(3)
chinese word segmentation
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machine translation
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data augmentation
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model ensemble
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neural network
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multilingual language model
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large language model
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multimodal learning
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contrastive learning
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transformer architecture
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natural language processing
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multilingual translation
(2)
zero-shot translation
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transformer model
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prompt engineering
(1)
transfer learning
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cross-lingual transfer
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multi-task learning
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Papers
One Pair Suffices: Unlocking Universal Zero-Shot Translation via Cross-Architecture Alignment
ACL 2026
SiLP: Enhancing Non-Dominant Language Capabilities with a Selective Bidirectional Language Projection Framework
ACL 2026
DLUT and GTCOM’s Large Language Model Based Translation System for WMT25
EMNLP 2025
Context-Aware Non-Autoregressive Document-Level Translation with Sentence-Aligned Connectionist Temporal Classification
COLING 2024
DLUT and GTCOM’s Neural Machine Translation Systems for WMT24
EMNLP 2024
DLUT-NLP Machine Translation Systems for WMT24 Low-Resource Indic Language Translation
EMNLP 2024
BigVideo: A Large-scale Video Subtitle Translation Dataset for Multimodal Machine Translation
ACL 2023
Continual Learning for Multilingual Neural Machine Translation via Dual Importance-based Model Division
EMNLP 2023
DUTNLP System for the WMT2023 Discourse-Level Literary Translation
EMNLP 2023
Exploring Better Text Image Translation with Multimodal Codebook
ACL 2023
Adaptive Token-level Cross-lingual Feature Mixing for Multilingual Neural Machine Translation
EMNLP 2022
DUTNLP Machine Translation System for WMT22 General MT Task
EMNLP 2022
Towards Robust k-Nearest-Neighbor Machine Translation
EMNLP 2022
DUTNLP Machine Translation System for WMT21 Triangular Translation Task
EMNLP 2021
Enhancing Chinese Word Segmentation via Pseudo Labels for Practicability
ACL 2021
Exploring Dynamic Selection of Branch Expansion Orders for Code Generation
ACL 2021
Improving Graph-based Sentence Ordering with Iteratively Predicted Pairwise Orderings
EMNLP 2021
Lexicon-Based Graph Convolutional Network for Chinese Word Segmentation
EMNLP 2021
Towards User-Driven Neural Machine Translation
ACL 2021
A Joint Multiple Criteria Model in Transfer Learning for Cross-domain Chinese Word Segmentation
EMNLP 2020
Context-Aware Word Segmentation for Chinese Real-World Discourse
AACL 2020
FinBERT: A Pre-trained Financial Language Representation Model for Financial Text Mining
IJCAI 2020
Learning Bilingual Sentiment Word Embeddings for Cross-language Sentiment Classification
ACL 2015
Combining Syntactic and Semantic Features by SVM for Unrestricted Coreference Resolution
CoNLL 2011
Exploiting Multi-Features to Detect Hedges and their Scope in Biomedical Texts
CoNLL 2010
Mining Large-scale Comparable Corpora from Chinese-English News Collections
COLING 2010
HMM and CRF Based Hybrid Model for Chinese Lexical Analysis
IJCNLP 2008