Ming Shen
6 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(20)
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Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(5)
Natural Language Processing
(5)
Artificial Intelligence
(4)
Deep Learning
(3)
Generation
(3)
Learning Types · Deep Learning
(3)
Learning Types · Machine Learning
(3)
Core AI
(2)
Learning Paradigms
(2)
Application Areas
(1)
Applications
(1)
Models
(1)
Optimization & Theory
(1)
Understanding
(1)
Keywords
named entity recognition
(2)
unsupervised learning
(2)
reward modeling
(1)
few-shot learning
(1)
transfer learning
(1)
self-supervised learning
(1)
knowledge distillation
(1)
natural language inference
(1)
data augmentation
(1)
opinion summarization
(1)
masked language model
(1)
language modeling
(1)
coreference resolution
(1)
ai safety
(1)
compositional generalization
(1)
generative model
(1)
annotation cost
(1)
continual pre-training
(1)
hallucination reduction
(1)
commonsense reasoning
(1)
Papers
QA‐LIGN: Aligning LLMs through Constitutionally Decomposed QA
EMNLP 2025
ToW: Thoughts of Words Improve Reasoning in Large Language Models
NAACL 2025
Simple Yet Effective Synthetic Dataset Construction for Unsupervised Opinion Summarization
EACL 2023
Unsupervised Pronoun Resolution via Masked Noun-Phrase Prediction
ACL 2021
CommonGen: A Constrained Text Generation Challenge for Generative Commonsense Reasoning
EMNLP 2020
TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition
ACL 2020