Shoutao Guo
11 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Conference Polyglot Β· Bronze πΊοΈ Taxonomy Completionist (24) π Keyword Champion (2) π€ Dynamic Duo (11)
π
Century Club Β· Bronze
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Keyword Collector
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Research topics
Natural Language Processing
(10)
Machine Learning
(7)
Applications
(7)
Deep Learning
(6)
Artificial Intelligence
(5)
Core AI
(5)
Learning Types Β· Machine Learning
(5)
Speech & Audio
(3)
Architectures
(3)
Generation
(3)
Optimization & Theory
(3)
Recognition
(3)
Core Methods
(2)
Learning Types Β· Deep Learning
(2)
Synthesis
(2)
Keywords
simultaneous machine translation
(5)
latency optimization
(3)
simultaneous translation
(3)
large language model
(3)
speech synthesis
(2)
non-autoregressive generation
(2)
streaming transformer
(2)
speech encoder
(2)
latency-quality trade-off
(2)
speech-to-speech translation
(1)
binary search
(1)
optimal policy
(1)
machine translation
(1)
real-time communication
(1)
multi-task learning
(1)
instruction following
(1)
non-autoregressive translation
(1)
real-time interaction
(1)
policy optimization
(1)
spoken dialogue
(1)
Papers
Large Language Models Are Read/Write Policy-Makers for Simultaneous Generation
AAAI 2025
LLaMA-Omni 2: LLM-based Real-time Spoken Chatbot with Autoregressive Streaming Speech Synthesis
ACL 2025
LLaMA-Omni: Seamless Speech Interaction with Large Language Models
ICLR 2025
A Non-autoregressive Generation Framework for End-to-End Simultaneous Speech-to-Any Translation
ACL 2024
Decoder-only Streaming Transformer for Simultaneous Translation
ACL 2024
StreamSpeech: Simultaneous Speech-to-Speech Translation with Multi-task Learning
ACL 2024
Learning Optimal Policy for Simultaneous Machine Translation via Binary Search
ACL 2023
Non-autoregressive Streaming Transformer for Simultaneous Translation
EMNLP 2023
Simultaneous Machine Translation with Tailored Reference
EMNLP 2023
Turning Fixed to Adaptive: Integrating Post-Evaluation into Simultaneous Machine Translation
EMNLP 2022
Wait-info Policy: Balancing Source and Target at Information Level for Simultaneous Machine Translation
EMNLP 2022