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Mingbo Ma

28 papers · 2015–2025 · 8 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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+11 more ↓ πŸ—ΊοΈ Taxonomy Completionist (51) πŸƒ Academic Marathon Β· Half 🌍 Conference Polyglot Β· Silver πŸŒ‰ Interdisciplinary Bridge Β· Silver 🐣 Hot Topic Early Bird
🌱 Topic Pioneer πŸ”¬ Deep Specialist (15) 🀝 Dynamic Duo (25) 🧬 Topic Evolution 🧭 Keyword Pioneer πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (130) ❓ The Questioner πŸ”₯ Unstoppable Β· Bronze πŸ’Ž Century Club Β· Bronze ⚑ Prolific Year Β· Productive

Venues

EMNLP (10) ACL (9) Interspeech (3) ICML (2) COLING (1) ICLR (1) NAACL (1) NeurIPS (1)

Top co-authors

Liang Huang (25) Renjie Zheng (17) Baigong Zheng (9) Junkun Chen (5) Kaibo Liu (5) Hairong Liu (5) Zhongjun He (3) KAI ZHAO (3) Bing Xiang (3) Kainan Peng (3)

Research topics

Machine Learning (19) Deep Learning (18) Natural Language Processing (18) Applications (17) Learning Types Β· Deep Learning (11) Optimization & Theory (10) Artificial Intelligence (9) Core AI (9) Learning Types Β· Machine Learning (8) Core Methods (6) Speech & Audio (5) Architectures (5) Application Areas (4) Synthesis (4) Reinforcement Learning (2)

Keywords

neural machine translation (9) simultaneous translation (9) machine translation (7) beam search (4) self-supervised learning (3) representation learning (3) bleu score (2) translation latency (2) translation quality (2) wait-k policy (2) latency reduction (2) policy learning (2) speech synthesis (2) language model (2) adaptive policy (2) speech recognition (1) ensemble learning (1) natural language inference (1) domain adaptation (1) zero-shot learning (1)

Papers

Vevo: Controllable Zero-Shot Voice Imitation with Self-Supervised Disentanglement ICLR 2025 Efficient Neural Music Generation NeurIPS 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 Direct Simultaneous Speech-to-Text Translation Assisted by Synchronized Streaming ASR ACL 2021 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 SpecRec: An Alternative Solution for Improving End-to-End Speech-to-Text Translation via Spectrogram Reconstruction Interspeech 2021 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 EMNLP 2020 Simultaneous Translation Policies: From Fixed to Adaptive ACL 2020 Learning to Stop in Structured Prediction for Neural Machine Translation NAACL 2019 Robust Machine Translation with Domain Sensitive Pseudo-Sources: Baidu-OSU WMT19 MT Robustness Shared Task System Report ACL 2019 Robust Neural Machine Translation with Joint Textual and Phonetic Embedding ACL 2019 Simpler and Faster Learning of Adaptive Policies for Simultaneous Translation EMNLP 2019 Simultaneous Translation with Flexible Policy via Restricted Imitation Learning ACL 2019 Speculative Beam Search for Simultaneous Translation EMNLP 2019 STACL: Simultaneous Translation with Implicit Anticipation and Controllable Latency using Prefix-to-Prefix Framework ACL 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 Group Sparse CNNs for Question Classification with Answer Sets ACL 2017 Jointly Trained Sequential Labeling and Classification by Sparse Attention Neural Networks Interspeech 2017 When to Finish? Optimal Beam Search for Neural Text Generation (modulo beam size) EMNLP 2017 Textual Entailment with Structured Attentions and Composition COLING 2016 Dependency-based Convolutional Neural Networks for Sentence Embedding ACL 2015