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In-Context Learning

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Showing 876–900 of 2297 papers

TitleStatusHype
Out-of-distribution generalization via composition: a lens through induction heads in TransformersCode0
Unlocking the Power of LLM Uncertainty for Active In-Context Example Selection—0
Trust-Oriented Adaptive Guardrails for Large Language Models—0
xGen-MM (BLIP-3): A Family of Open Large Multimodal ModelsCode2
Large Language Models Might Not Care What You Are Saying: Prompt Format Beats Descriptions—0
LLM-PCGC: Large Language Model-based Point Cloud Geometry Compression—0
MAG-SQL: Multi-Agent Generative Approach with Soft Schema Linking and Iterative Sub-SQL Refinement for Text-to-SQLCode1
ArabLegalEval: A Multitask Benchmark for Assessing Arabic Legal Knowledge in Large Language ModelsCode1
Fast Training Dataset Attribution via In-Context Learning—0
Cropper: Vision-Language Model for Image Cropping through In-Context Learning—0
Large Language Models Know What Makes Exemplary Contexts—0
SceneGPT: A Language Model for 3D Scene Understanding—0
Retrieval-Augmented Hierarchical in-Context Reinforcement Learning and Hindsight Modular Reflections for Task Planning with LLMs—0
Towards Autonomous Agents: Adaptive-planning, Reasoning, and Acting in Language Models—0
LLM-Based Robust Product Classification in Commerce and Compliance—0
Large Language Model-based Role-Playing for Personalized Medical Jargon Extraction—0
LaiDA: Linguistics-aware In-context Learning with Data Augmentation for Metaphor Components IdentificationCode0
In-Context Exploiter for Extensive-Form Games—0
SCOI: Syntax-augmented Coverage-based In-context Example Selection for Machine TranslationCode0
How Transformers Utilize Multi-Head Attention in In-Context Learning? A Case Study on Sparse Linear Regression—0
Learning Fine-Grained Grounded Citations for Attributed Large Language ModelsCode1
Enhancing Robustness of Retrieval-Augmented Language Models with In-Context Learning—0
Optimus-1: Hybrid Multimodal Memory Empowered Agents Excel in Long-Horizon TasksCode2
LLM-based MOFs Synthesis Condition Extraction using Few-Shot Demonstrations—0
Can LLMs Serve As Time Series Anomaly Detectors?—0
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