Linda Ruth Petzold
6 papers · 2023–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(24)
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Hot Topic Early Bird
Top co-authors
Research topics
Artificial Intelligence
(6)
Machine Learning
(5)
Core AI
(5)
Learning Types · Machine Learning
(4)
Deep Learning
(3)
Natural Language Processing
(2)
Application Areas
(2)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Healthcare & Medicine
(1)
Applications
(1)
Clinical
(1)
Learning Paradigms
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
few-shot learning
(2)
large language model
(2)
zero-shot learning
(2)
domain adaptation
(1)
text classification
(1)
attention mechanism
(1)
ai-generated content
(1)
multimodal learning
(1)
code generation
(1)
privacy preservation
(1)
time series
(1)
medical classification
(1)
foundation model
(1)
parameter-efficient fine-tuning
(1)
vision-language model
(1)
instruction fine-tuning
(1)
electronic health record
(1)
soft prompt
(1)
ai-generated text detection
(1)
clinical note
(1)
Papers
Position Really Matters: Towards a Holistic Approach for Prompt Tuning
NAACL 2025
Unveiling the Impact of Coding Data Instruction Fine-Tuning on Large Language Models Reasoning
AAAI 2025
A Survey on Detection of LLMs-Generated Content
EMNLP 2024
DNA-GPT: Divergent N-Gram Analysis for Training-Free Detection of GPT-Generated Text
ICLR 2024
Enhancing Small Medical Learners with Privacy-preserving Contextual Prompting
ICLR 2024
Improving Medical Predictions by Irregular Multimodal Electronic Health Records Modeling
ICML 2023