Aimin Yang
10 papers · 2023–2025 · 5 venues · across top CS/AI venues
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Research topics
Machine Learning
(9)
Learning Types Β· Machine Learning
(7)
Artificial Intelligence
(6)
Natural Language Processing
(6)
Core AI
(6)
Deep Learning
(3)
Applications
(3)
Application Areas
(2)
Learning Types Β· Deep Learning
(2)
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(2)
Knowledge & Reasoning
(1)
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(1)
Generation
(1)
Learning Paradigms
(1)
Optimization & Theory
(1)
Keywords
contrastive learning
(3)
retrieval-augmented generation
(2)
large language model
(2)
pre-trained language model
(2)
multi-label classification
(1)
aspect sentiment
(1)
text classification
(1)
harmful content
(1)
in-context learning
(1)
language acquisition
(1)
conditional independence
(1)
low-resource language
(1)
bayesian network
(1)
loss function
(1)
causal structure learning
(1)
adversarial prompt
(1)
jailbreak attack
(1)
legal case retrieval
(1)
sliding window
(1)
data augmentation
(1)
Papers
Conditional Independent Test in the Presence of Measurement Error with Causal Structure Learning
IJCAI 2025
Jailbreaking? One Step Is Enough!
ACL 2025
Pseudo-label Data Construction Method and Syntax-enhanced Model for Chinese Semantic Error Recognition
COLING 2025
Rethinking Vocabulary Augmentation: Addressing the Challenges of Low-Resource Languages in Multilingual Models
COLING 2025
A Retrieval-Augmented Contrastive Framework for Legal Case Retrieval Based on Event Information
ACML 2024
Enhancing Aspect Sentiment Quad Prediction through Dual-Sequence Data Augmentation and Contrastive Learning
ACML 2024
HiRAG: A Historical Information-Driven Retrieval-Augmented Generation Framework for Background Summarization
ACML 2024
IndoCL: Benchmarking Indonesian Language Development Assessment
EMNLP 2024
MLCL: A Framework for Reducing Language Imbalance in Sino-Tibetan Languages through Adapter Structures
ACML 2024
An Effective Deployment of Contrastive Learning in Multi-label Text Classification
ACL 2023