Shuo Ren
17 papers · 2016–2025 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (40) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π€
Dynamic Duo
(12)
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Renaissance Researcher
(5)
π₯
Unstoppable Β· Bronze
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Conference Pioneer
π
Century Club Β· Bronze
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Trend Setter
ποΈ
Keyword Collector
(99)
Top co-authors
Research topics
Deep Learning
(12)
Natural Language Processing
(11)
Machine Learning
(9)
Artificial Intelligence
(8)
Learning Types Β· Deep Learning
(8)
Applications
(7)
Learning Types Β· Machine Learning
(7)
Architectures
(5)
Core AI
(5)
Resources & Methods
(5)
Techniques
(5)
Speech & Audio
(3)
Learning Paradigms
(3)
Recognition
(3)
Computer Vision
(2)
Keywords
automatic speech recognition
(3)
neural machine translation
(3)
bilingual lexicon induction
(2)
vision-language model
(2)
cross-lingual embedding
(2)
unsupervised learning
(2)
unsupervised machine translation
(2)
self-supervised learning
(1)
visual question answering
(1)
reinforcement learning
(1)
speech synthesis
(1)
speech recognition
(1)
kl divergence
(1)
multilingual translation
(1)
voice conversion
(1)
data augmentation
(1)
sentiment analysis
(1)
masked language model
(1)
text summarization
(1)
machine translation
(1)
Papers
Collaborative Beam Search: Enhancing LLM Reasoning via Collective Consensus
EMNLP 2025
Look Again, Think Slowly: Enhancing Visual Reflection in Vision-Language Models
EMNLP 2025
Teaching Vision-Language Models to Ask: Resolving Ambiguity in Visual Questions
ACL 2025
KESA: A Knowledge Enhanced Approach To Sentiment Analysis
AACL 2022
RAPO: An Adaptive Ranking Paradigm for Bilingual Lexicon Induction
EMNLP 2022
Speech Pre-training with Acoustic Piece
Interspeech 2022
SpeechT5: Unified-Modal Encoder-Decoder Pre-Training for Spoken Language Processing
ACL 2022
GraphCodeBERT: Pre-training Code Representations with Data Flow
ICLR 2021
SemFace: Pre-training Encoder and Decoder with a Semantic Interface for Neural Machine Translation
ACL 2021
A Graph-based Coarse-to-fine Method for Unsupervised Bilingual Lexicon Induction
ACL 2020
A Retrieve-and-Rewrite Initialization Method for Unsupervised Machine Translation
ACL 2020
Semantic Mask for Transformer Based End-to-End Speech Recognition
Interspeech 2020
Explicit Cross-lingual Pre-training for Unsupervised Machine Translation
EMNLP 2019
Unsupervised Neural Machine Translation with SMT as Posterior Regularization
AAAI 2019
Generative Bridging Network for Neural Sequence Prediction
NAACL 2018
Triangular Architecture for Rare Language Translation
ACL 2018
Knowledge-Based Semantic Embedding for Machine Translation
ACL 2016