Zhengrui Ma
13 papers · 2022–2025 · 6 venues · across top CS/AI venues
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Research topics
Natural Language Processing
(11)
Deep Learning
(10)
Machine Learning
(8)
Applications
(8)
Speech & Audio
(5)
Architectures
(5)
Learning Types Β· Machine Learning
(5)
Artificial Intelligence
(4)
Core AI
(4)
Generation
(4)
Learning Types Β· Deep Learning
(4)
Recognition
(4)
Optimization & Theory
(3)
Synthesis
(3)
Application Areas
(2)
Keywords
non-autoregressive translation
(5)
machine translation
(4)
speech-to-speech translation
(3)
neural machine translation
(3)
text generation
(2)
latency optimization
(2)
non-autoregressive generation
(2)
directed acyclic graph
(2)
large language model
(2)
ctc decoding
(2)
simultaneous translation
(2)
probabilistic context-free grammar
(1)
autoregressive model
(1)
beam search
(1)
forward-backward algorithm
(1)
speech synthesis
(1)
multi-task learning
(1)
posterior probability
(1)
maximum likelihood estimation
(1)
real-time communication
(1)
Papers
Large Language Models Are Read/Write Policy-Makers for Simultaneous Generation
AAAI 2025
LLaMA-Omni: Seamless Speech Interaction with Large Language Models
ICLR 2025
Overcoming Non-monotonicity in Transducer-based Streaming Generation
ICML 2025
A Non-autoregressive Generation Framework for End-to-End Simultaneous Speech-to-Any Translation
ACL 2024
Can We Achieve High-quality Direct Speech-to-Speech Translation without Parallel Speech Data?
ACL 2024
CTC-based Non-autoregressive Textless Speech-to-Speech Translation
ACL 2024
StreamSpeech: Simultaneous Speech-to-Speech Translation with Multi-task Learning
ACL 2024
Beyond MLE: Convex Learning for Text Generation
NeurIPS 2023
Fuzzy Alignments in Directed Acyclic Graph for Non-Autoregressive Machine Translation
ICLR 2023
Non-autoregressive Machine Translation with Probabilistic Context-free Grammar
NeurIPS 2023
Non-autoregressive Streaming Transformer for Simultaneous Translation
EMNLP 2023
Prediction Difference Regularization against Perturbation for Neural Machine Translation
ACL 2022
Viterbi Decoding of Directed Acyclic Transformer for Non-Autoregressive Machine Translation
EMNLP 2022