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In-Context Learning

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TitleStatusHype
Jailbreaking? One Step Is Enough!—0
In-Context Learning Distillation for Efficient Few-Shot Fine-Tuning—0
Solid-SQL: Enhanced Schema-linking based In-context Learning for Robust Text-to-SQL—0
In-context learning for medical image segmentation—0
Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning—0
A Benchmark and Robustness Study of In-Context-Learning with Large Language Models in Music Entity DetectionCode0
Understanding Knowledge Hijack Mechanism in In-context Learning through Associative Memory—0
ColorFlow: Retrieval-Augmented Image Sequence Colorization—0
LLaVA Steering: Visual Instruction Tuning with 500x Fewer Parameters through Modality Linear Representation-SteeringCode0
PICLe: Pseudo-Annotations for In-Context Learning in Low-Resource Named Entity DetectionCode0
PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension—0
Emergence of Abstractions: Concept Encoding and Decoding Mechanism for In-Context Learning in Transformers—0
Can LLMs Help Create Grammar?: Automating Grammar Creation for Endangered Languages with In-Context Learning—0
No Free Lunch for Defending Against Prefilling Attack by In-Context Learning—0
Geo-LLaVA: A Large Multi-Modal Model for Solving Geometry Math Problems with Meta In-Context Learning—0
Align, Generate, Learn: A Novel Closed-Loop Framework for Cross-Lingual In-Context Learning—0
Multilingual LLMs Inherently Reward In-Language Time-Sensitive Semantic Alignment for Low-Resource LanguagesCode0
Using Large Language Models for Parametric Shape Optimization—0
Federated In-Context LLM Agent Learning—0
In-Context Learning with Topological Information for Knowledge Graph Completion—0
DRUM: Learning Demonstration Retriever for Large MUlti-modal Models—0
A Comparative Study of Learning Paradigms in Large Language Models via Intrinsic Dimension—0
Can Generative AI Solve Your In-Context Learning Problem? A Martingale Perspective—0
On the effective transfer of knowledge from English to Hindi WikipediaCode0
PromptRefine: Enhancing Few-Shot Performance on Low-Resource Indic Languages with Example Selection from Related Example Banks—0
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