← Authors

Mingxuan Wang

77 papers · 2015–2025 · 12 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (12) 🌈 Renaissance Researcher (6) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (11) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (10) πŸƒ Academic Marathon (10) 🏠 Conference Loyalist (27) 🀝 Dynamic Duo (45) πŸ‘₯ Mega-Team (62) πŸ”¬ Deep Specialist (43) πŸ† Keyword Champion ⚑ Prolific Year (7) πŸ”₯ Unstoppable (11) πŸ—ƒοΈ Keyword Collector (232) πŸ’Ž Century Club (77)

Conferences

ACL (27) EMNLP (15) IJCNLP (12) NAACL (6) AAAI (5) INTERSPEECH (4) ICLR (2) IJCAI (2) AACL (1) AISTATS (1) COLING (1) CVPR (1)

Top co-authors

Lei Li (45) Hao Zhou (15) Chengqi Zhao (13) Qianqian Dong (11) Rong Ye (11) Tom Ko (10) Shanbo Cheng (10) Liwei Wu (8) Qun Liu (8) Zhengdong Lu (7)

Keywords

neural machine translation (31) speech translation (11) machine translation (10) data augmentation (7) multilingual machine translation (6) contrastive learning (5) non-autoregressive translation (5) multilingual translation (5) transfer learning (5) representation learning (4) transformer architecture (4) simultaneous translation (4) parallel decoding (4) speech-to-text translation (4) transformer model (4) cross-modal learning (4) language model (3) multimodal learning (3) pre-trained language model (3) attention mechanism (3)

Papers

Both Text and Images Leaked! A Systematic Analysis of Data Contamination in Multimodal LLM EMNLP 2025
Empowering Self-Learning of LLMs: Inner Knowledge Explicitation as a Catalyst AAAI 2025
PolyVoice: Language Models for Speech to Speech Translation ICLR 2024
Diffusion Glancing Transformer for Parallel Sequence-to-Sequence Learning NAACL 2024
BigVideo: A Large-scale Video Subtitle Translation Dataset for Multimodal Machine Translation ACL 2023
FINDINGS OF THE IWSLT 2023 EVALUATION CAMPAIGN ACL 2023
Recent Advances in Direct Speech-to-text Translation IJCAI 2023
Leveraging per Image-Token Consistency for Vision-Language Pre-Training CVPR 2023
MOSPC: MOS Prediction Based on Pairwise Comparison ACL 2023
Controlling Styles in Neural Machine Translation with Activation Prompt ACL 2023
Beyond Triplet: Leveraging the Most Data for Multimodal Machine Translation ACL 2023
DUB: Discrete Unit Back-translation for Speech Translation ACL 2023
CoBERT: Self-Supervised Speech Representation Learning Through Code Representation Learning INTERSPEECH 2023
GigaST: A 10,000-hour Pseudo Speech Translation Corpus INTERSPEECH 2023
Only 5% Attention Is All You Need: Efficient Long-range Document-level Neural Machine Translation IJCNLP 2023
SESCORE2: Learning Text Generation Evaluation via Synthesizing Realistic Mistakes ACL 2023
BLEURT Has Universal Translations: An Analysis of Automatic Metrics by Minimum Risk Training ACL 2023
CTC-based Non-autoregressive Speech Translation ACL 2023
MobileNMT: Enabling Translation in 15MB and 30ms ACL 2023
Only 5% Attention Is All You Need: Efficient Long-range Document-level Neural Machine Translation AACL 2023
The VolcTrans System for WMT22 Multilingual Machine Translation Task EMNLP 2022
Rethinking Document-level Neural Machine Translation ACL 2022
switch-GLAT: Multilingual Parallel Machine Translation Via Code-Switch Decoder ICLR 2022
Cross-modal Contrastive Learning for Speech Translation NAACL 2022
Learning When to Translate for Streaming Speech ACL 2022
STEMM: Self-learning with Speech-text Manifold Mixup for Speech Translation ACL 2022
Leveraging Pseudo-labeled Data to Improve Direct Speech-to-Speech Translation INTERSPEECH 2022
End-to-End Speech Translation via Cross-Modal Progressive Training INTERSPEECH 2021
Consecutive Decoding for Speech-to-text Translation AAAI 2021
Listen, Understand and Translate: Triple Supervision Decouples End-to-end Speech-to-text Translation AAAI 2021
Finding Sparse Structures for Domain Specific Neural Machine Translation AAAI 2021
Contrastive Learning for Many-to-many Multilingual Neural Machine Translation ACL 2021
Learning Language Specific Sub-network for Multilingual Machine Translation ACL 2021
Glancing Transformer for Non-Autoregressive Neural Machine Translation ACL 2021
NeurST: Neural Speech Translation Toolkit ACL 2021
Pre-training Methods for Neural Machine Translation ACL 2021
Learning Shared Semantic Space for Speech-to-Text Translation ACL 2021
Language Tags Matter for Zero-Shot Neural Machine Translation ACL 2021
The Volctrans Neural Speech Translation System for IWSLT 2021 ACL 2021
Learning Kernel-Smoothed Machine Translation with Retrieved Examples EMNLP 2021
Multilingual Translation via Grafting Pre-trained Language Models EMNLP 2021
Counter-Interference Adapter for Multilingual Machine Translation EMNLP 2021
Secoco: Self-Correcting Encoding for Neural Machine Translation EMNLP 2021
The Volctrans GLAT System: Non-autoregressive Translation Meets WMT21 EMNLP 2021
Contrastive Learning for Many-to-many Multilingual Neural Machine Translation IJCNLP 2021
Learning Language Specific Sub-network for Multilingual Machine Translation IJCNLP 2021
Glancing Transformer for Non-Autoregressive Neural Machine Translation IJCNLP 2021
NeurST: Neural Speech Translation Toolkit IJCNLP 2021
Pre-training Methods for Neural Machine Translation IJCNLP 2021
Learning Shared Semantic Space for Speech-to-Text Translation IJCNLP 2021
Language Tags Matter for Zero-Shot Neural Machine Translation IJCNLP 2021
The Volctrans Neural Speech Translation System for IWSLT 2021 IJCNLP 2021
Generative Imagination Elevates Machine Translation NAACL 2021
Cross-lingual Supervision Improves Unsupervised Neural Machine Translation NAACL 2021
Autocorrect in the Process of Translation β€” Multi-task Learning Improves Dialogue Machine Translation NAACL 2021
LightSeq: A High Performance Inference Library for Transformers NAACL 2021
Volctrans Parallel Corpus Filtering System for WMT 2020 EMNLP 2020
Towards Making the Most of BERT in Neural Machine Translation AAAI 2020
Xiaomingbot: A Multilingual Robot News Reporter ACL 2020
Improving Maximum Likelihood Training for Text Generation with Density Ratio Estimation AISTATS 2020
Pre-training Multilingual Neural Machine Translation by Leveraging Alignment Information EMNLP 2020
On the Sentence Embeddings from Pre-trained Language Models EMNLP 2020
Active Sentence Learning by Adversarial Uncertainty Sampling in Discrete Space EMNLP 2020
The Volctrans Machine Translation System for WMT20 EMNLP 2020
Imitation Learning for Non-Autoregressive Neural Machine Translation ACL 2019
Towards Linear Time Neural Machine Translation with Capsule Networks IJCNLP 2019
Towards Linear Time Neural Machine Translation with Capsule Networks EMNLP 2019
Tencent Neural Machine Translation Systems for WMT18 EMNLP 2018
Neural Machine Translation with Decoding History Enhanced Attention COLING 2018
Deep Neural Machine Translation with Linear Associative Unit ACL 2017
Incorporating Word Reordering Knowledge into Attention-based Neural Machine Translation ACL 2017
Memory-enhanced Decoder for Neural Machine Translation EMNLP 2016
Encoding Source Language with Convolutional Neural Network for Machine Translation IJCNLP 2015
Encoding Source Language with Convolutional Neural Network for Machine Translation ACL 2015
genCNN: A Convolutional Architecture for Word Sequence Prediction ACL 2015
Syntax-Based Deep Matching of Short Texts IJCAI 2015
genCNN: A Convolutional Architecture for Word Sequence Prediction IJCNLP 2015