Ran Zhou
7 papers · 2022–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(22)
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Deep Learning
(6)
Machine Learning
(5)
Learning Types · Deep Learning
(5)
Natural Language Processing
(4)
Learning Types · Machine Learning
(4)
Application Areas
(3)
Understanding
(3)
Artificial Intelligence
(2)
Computer Vision
(2)
Core AI · Artificial Intelligence
(2)
Architectures
(1)
Core AI · Computer Vision
(1)
Core Methods
(1)
Generation · Natural Language Processing
(1)
Generation · Computer Vision
(1)
Keywords
knowledge distillation
(2)
data augmentation
(2)
cross-lingual transfer
(2)
named entity recognition
(2)
contrastive learning
(2)
text summarization
(1)
video understanding
(1)
image editing
(1)
visual grounding
(1)
low-resource learning
(1)
multimodal large language model
(1)
fine-grained understanding
(1)
cross-attention map
(1)
reasoning capability
(1)
entity extraction
(1)
abstractive model
(1)
language model compression
(1)
low-resource scenario
(1)
controllable text generation
(1)
consistency training
(1)
Papers
EditMGT: Unleashing Potentials of Masked Generative Transformers in Image Editing
CVPR 2026
QCRD: Quality-guided Contrastive Rationale Distillation for Large Language Models
EMNLP 2025
GroundingGPT: Language Enhanced Multi-modal Grounding Model
ACL 2024
Improving Self-training for Cross-lingual Named Entity Recognition with Contrastive and Prototype Learning
ACL 2023
ConNER: Consistency Training for Cross-lingual Named Entity Recognition
EMNLP 2022
MELM: Data Augmentation with Masked Entity Language Modeling for Low-Resource NER
ACL 2022
MReD: A Meta-Review Dataset for Structure-Controllable Text Generation
ACL 2022