Shaolei Zhang
28 papers · 2021–2025 · 6 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge Β· Silver π Conference Polyglot Β· Silver πΊοΈ Taxonomy Completionist (51) π€ Dynamic Duo (28)
π€
Dynamic Duo
(28)
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Keyword Champion
(5)
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Prolific Year Β· Productive
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The Questioner
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Unstoppable Β· Bronze
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Keyword Collector
(133)
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Century Club Β· Bronze
Top co-authors
Research topics
Natural Language Processing
(22)
Machine Learning
(19)
Applications
(16)
Artificial Intelligence
(15)
Deep Learning
(15)
Core AI
(14)
Learning Types Β· Machine Learning
(10)
Learning Types Β· Deep Learning
(8)
Architectures
(7)
Optimization & Theory
(6)
Speech & Audio
(5)
Recognition
(5)
Application Areas
(4)
Core Methods
(4)
Generation
(4)
Keywords
simultaneous machine translation
(11)
simultaneous translation
(7)
large language model
(6)
latency optimization
(5)
neural machine translation
(3)
machine translation
(3)
wait-k policy
(3)
non-autoregressive generation
(2)
speech encoder
(2)
streaming transformer
(2)
contrastive learning
(2)
speech-to-speech translation
(2)
streaming input
(2)
streaming speech
(2)
translation quality
(2)
latent variable
(2)
hallucination mitigation
(2)
speech synthesis
(2)
text generation
(2)
policy learning
(2)
Papers
AlignX: Advancing Multilingual Large Language Models with Multilingual Representation Alignment
EMNLP 2025
IG-Pruning: Input-Guided Block Pruning for Large Language Models
EMNLP 2025
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
LLaVA-Mini: Efficient Image and Video Large Multimodal Models with One Vision Token
ICLR 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
Decoder-only Streaming Transformer for Simultaneous Translation
ACL 2024
StreamSpeech: Simultaneous Speech-to-Speech Translation with Multi-task Learning
ACL 2024
Truth-Aware Context Selection: Mitigating Hallucinations of Large Language Models Being Misled by Untruthful Contexts
ACL 2024
TruthX: Alleviating Hallucinations by Editing Large Language Models in Truthful Space
ACL 2024
End-to-End Simultaneous Speech Translation with Differentiable Segmentation
ACL 2023
Hidden Markov Transformer for Simultaneous Machine Translation
ICLR 2023
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
Unified Segment-to-Segment Framework for Simultaneous Sequence Generation
NeurIPS 2023
Gaussian Multi-head Attention for Simultaneous Machine Translation
ACL 2022
Information-Transport-based Policy for Simultaneous Translation
EMNLP 2022
Modeling Dual Read/Write Paths for Simultaneous Machine Translation
ACL 2022
Reducing Position Bias in Simultaneous Machine Translation with Length-Aware Framework
ACL 2022
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
Future-Guided Incremental Transformer for Simultaneous Translation
AAAI 2021
ICTβs System for AutoSimTrans 2021: Robust Char-Level Simultaneous Translation
NAACL 2021
Modeling Concentrated Cross-Attention for Neural Machine Translation with Gaussian Mixture Model
EMNLP 2021
Universal Simultaneous Machine Translation with Mixture-of-Experts Wait-k Policy
EMNLP 2021