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In-Context Learning

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TitleStatusHype
Hacia la interpretabilidad de la detección anticipada de riesgos de depresión utilizando grandes modelos de lenguaje—0
VPO: Aligning Text-to-Video Generation Models with Prompt OptimizationCode1
Show and Segment: Universal Medical Image Segmentation via In-Context Learning—0
Innate Reasoning is Not Enough: In-Context Learning Enhances Reasoning Large Language Models with Less Overthinking—0
Optimization through In-Context Learning and Iterative LLM Prompting for Nuclear Engineering Design Problems—0
Experience Replay Addresses Loss of Plasticity in Continual Learning—0
"Whose Side Are You On?" Estimating Ideology of Political and News Content Using Large Language Models and Few-shot Demonstration Selection—0
Satisfactory Medical Consultation based on Terminology-Enhanced Information Retrieval and Emotional In-Context Learning—0
When Debate Fails: Bias Reinforcement in Large Language Models—0
LLM+MAP: Bimanual Robot Task Planning using Large Language Models and Planning Domain Definition LanguageCode1
A Recipe for Generating 3D Worlds From a Single Image—0
Transformer-based Wireless Symbol Detection Over Fading Channels—0
Corrective In-Context Learning: Evaluating Self-Correction in Large Language ModelsCode0
Cultural Alignment in Large Language Models Using Soft Prompt Tuning—0
Understanding the Generalization of In-Context Learning in Transformers: An Empirical StudyCode0
GReaTER: Generate Realistic Tabular data after data Enhancement and Reduction—0
JuDGE: Benchmarking Judgment Document Generation for Chinese Legal SystemCode1
RWKV-7 "Goose" with Expressive Dynamic State EvolutionCode9
ExDDV: A New Dataset for Explainable Deepfake Detection in VideoCode1
In-Context Linear Regression Demystified: Training Dynamics and Mechanistic Interpretability of Multi-Head Softmax AttentionCode0
Edit Transfer: Learning Image Editing via Vision In-Context Relations—0
A Multi-Stage Framework with Taxonomy-Guided Reasoning for Occupation Classification Using Large Language Models—0
Mitigating Cross-Modal Distraction and Ensuring Geometric Feasibility via Affordance-Guided, Self-Consistent MLLMs for Food Preparation Task Planning—0
Test-Time Training Provably Improves Transformers as In-context Learners—0
AIstorian lets AI be a historian: A KG-powered multi-agent system for accurate biography generationCode0
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