← Authors

Mingbo Ma

32 papers · 2015–2025 · 9 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (10) πŸ—ΊοΈ Taxonomy Completionist (51) 🌈 Renaissance Researcher (6) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (9) 🌍 Conference Polyglot (9) 🀝 Dynamic Duo (29) 🌱 Topic Pioneer πŸ”¬ Deep Specialist (15) ❓ The Questioner ⚑ Prolific Year (5) πŸ—ƒοΈ Keyword Collector (128) πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (9) πŸ’Ž Century Club (32)

Conferences

EMNLP (10) ACL (9) IJCNLP (4) INTERSPEECH (3) ICML (2) COLING (1) ICLR (1) NAACL (1) NIPS (1)

Top co-authors

Liang Huang (29) Renjie Zheng (20) Baigong Zheng (11) Junkun Chen (6) Hairong Liu (5) Kaibo Liu (5) Bing Xiang (4) Bowen Zhou (4) Zhongjun He (3) KAI ZHAO (3)

Research topics

Applications (1)

Keywords

simultaneous translation (11) neural machine translation (10) machine translation (7) beam search (4) wait-k policy (3) adaptive policy (3) representation learning (3) policy learning (3) translation latency (2) target language model (2) translation quality (2) self-supervised learning (2) speech synthesis (2) language model (2) supervised learning (2) latency reduction (2) speculative beam search (2) bleu score (2) speech recognition (1) ensemble learning (1)

Papers

Vevo: Controllable Zero-Shot Voice Imitation with Self-Supervised Disentanglement ICLR 2025
Efficient Neural Music Generation NIPS 2023
Zero-Shot Accent Conversion using Pseudo Siamese Disentanglement Network INTERSPEECH 2023
A$^3$T: Alignment-Aware Acoustic and Text Pretraining for Speech Synthesis and Editing ICML 2022
Fused Acoustic and Text Encoding for Multimodal Bilingual Pretraining and Speech Translation ICML 2021
Improving Simultaneous Translation by Incorporating Pseudo-References with Fewer Reorderings EMNLP 2021
Direct Simultaneous Speech-to-Text Translation Assisted by Synchronized Streaming ASR ACL 2021
SpecRec: An Alternative Solution for Improving End-to-End Speech-to-Text Translation via Spectrogram Reconstruction INTERSPEECH 2021
Direct Simultaneous Speech-to-Text Translation Assisted by Synchronized Streaming ASR IJCNLP 2021
Simultaneous Translation EMNLP 2020
Fluent and Low-latency Simultaneous Speech-to-Speech Translation with Self-adaptive Training EMNLP 2020
Incremental Text-to-Speech Synthesis with Prefix-to-Prefix Framework EMNLP 2020
Opportunistic Decoding with Timely Correction for Simultaneous Translation ACL 2020
Simultaneous Translation Policies: From Fixed to Adaptive ACL 2020
Learning to Stop in Structured Prediction for Neural Machine Translation NAACL 2019
STACL: Simultaneous Translation with Implicit Anticipation and Controllable Latency using Prefix-to-Prefix Framework ACL 2019
Robust Neural Machine Translation with Joint Textual and Phonetic Embedding ACL 2019
Simultaneous Translation with Flexible Policy via Restricted Imitation Learning ACL 2019
Robust Machine Translation with Domain Sensitive Pseudo-Sources: Baidu-OSU WMT19 MT Robustness Shared Task System Report ACL 2019
Simpler and Faster Learning of Adaptive Policies for Simultaneous Translation EMNLP 2019
Speculative Beam Search for Simultaneous Translation EMNLP 2019
Simpler and Faster Learning of Adaptive Policies for Simultaneous Translation IJCNLP 2019
Speculative Beam Search for Simultaneous Translation IJCNLP 2019
Breaking the Beam Search Curse: A Study of (Re-)Scoring Methods and Stopping Criteria for Neural Machine Translation EMNLP 2018
Ensemble Sequence Level Training for Multimodal MT: OSU-Baidu WMT18 Multimodal Machine Translation System Report EMNLP 2018
Multi-Reference Training with Pseudo-References for Neural Translation and Text Generation EMNLP 2018
When to Finish? Optimal Beam Search for Neural Text Generation (modulo beam size) EMNLP 2017
Jointly Trained Sequential Labeling and Classification by Sparse Attention Neural Networks INTERSPEECH 2017
Group Sparse CNNs for Question Classification with Answer Sets ACL 2017
Textual Entailment with Structured Attentions and Composition COLING 2016
Dependency-based Convolutional Neural Networks for Sentence Embedding ACL 2015
Dependency-based Convolutional Neural Networks for Sentence Embedding IJCNLP 2015