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In-Context Learning

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Showing 301–325 of 2297 papers

TitleStatusHype
PAIR: A Novel Large Language Model-Guided Selection Strategy for Evolutionary AlgorithmsCode0
PanguIR Technical Report for NTCIR-18 AEOLLM Task—0
Scaling Laws for Many-Shot In-Context Learning with Self-Generated Annotations—0
Evaluating Knowledge Generation and Self-Refinement Strategies for LLM-based Column Type AnnotationCode1
Building 3D In-Context Learning Universal Model in NeuroimagingCode0
Dementia Insights: A Context-Based MultiModal Approach—0
On the Power of Context-Enhanced Learning in LLMs—0
Provable Benefits of Task-Specific Prompts for In-context LearningCode0
In-context Learning vs. Instruction Tuning: The Case of Small and Multilingual Language Models—0
Synthetic data enables context-aware bioacoustic sound event detection—0
Emergent Abilities in Large Language Models: A Survey—0
Delta-WKV: A Novel Meta-in-Context Learner for MRI Super-Resolution—0
In-Context Learning with Hypothesis-Class GuidanceCode0
Self-Training Elicits Concise Reasoning in Large Language ModelsCode1
OntologyRAG: Better and Faster Biomedical Code Mapping with Retrieval-Augmented Generation (RAG) Leveraging Ontology Knowledge Graphs and Large Language ModelsCode2
END: Early Noise Dropping for Efficient and Effective Context Denoising—0
DataMan: Data Manager for Pre-training Large Language Models—0
NeoBERT: A Next-Generation BERTCode2
FSPO: Few-Shot Preference Optimization of Synthetic Preference Data in LLMs Elicits Effective Personalization to Real UsersCode1
Science Across Languages: Assessing LLM Multilingual Translation of Scientific Papers—0
Multi-Perspective Data Augmentation for Few-shot Object DetectionCode1
A Closer Look at TabPFN v2: Strength, Limitation, and Extension—0
In-context learning of evolving data streams with tabular foundational models—0
Towards Auto-Regressive Next-Token Prediction: In-Context Learning Emerges from Generalization—0
Intermediate Languages Matter: Formal Choice Drives Neurosymbolic LLM Reasoning—0
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