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In-Context Learning

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TitleStatusHype
StraGo: Harnessing Strategic Guidance for Prompt Optimization—0
Can Looped Transformers Learn to Implement Multi-step Gradient Descent for In-context Learning?—0
DemoShapley: Valuation of Demonstrations for In-Context Learning—0
Uncovering Overfitting in Large Language Model Editing—0
Plug-and-Play Performance Estimation for LLM Services without Relying on Labeled DataCode0
Generalization from Starvation: Hints of Universality in LLM Knowledge Graph Learning—0
Which Programming Language and What Features at Pre-training Stage Affect Downstream Logical Inference Performance?Code0
Generative Model for Less-Resourced Language with 1 billion parameters—0
MaD-Scientist: AI-based Scientist solving Convection-Diffusion-Reaction Equations Using Massive PINN-Based Prior Data—0
Let's Ask GNN: Empowering Large Language Model for Graph In-Context Learning—0
ConML: A Universal Meta-Learning Framework with Task-Level Contrastive Learning—0
Everything Everywhere All at Once: LLMs can In-Context Learn Multiple Tasks in Superposition—0
Bridging Modalities: Enhancing Cross-Modality Hate Speech Detection with Few-Shot In-Context Learning—0
The Mystery of Compositional Generalization in Graph-based Generative Commonsense ReasoningCode0
In-Context Code-Text Learning for Bimodal Software Engineering—0
Are Large Language Models State-of-the-art Quality Estimators for Machine Translation of User-generated Content?Code0
Direct Preference Optimization for LLM-Enhanced Recommendation Systems—0
LLMs Are In-Context Bandit Reinforcement Learners—0
Deeper Insights Without Updates: The Power of In-Context Learning Over Fine-TuningCode0
Transformers learn variable-order Markov chains in-context—0
Density estimation with LLMs: a geometric investigation of in-context learning trajectories—0
Task Diversity Shortens the ICL PlateauCode0
Inference Scaling for Long-Context Retrieval Augmented Generation—0
GAMformer: In-Context Learning for Generalized Additive Models—0
Revisiting In-context Learning Inference Circuit in Large Language ModelsCode0
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