SOTAVerified

In-Context Learning

Papers

Showing 21762200 of 2297 papers

TitleStatusHype
A Survey on Stability of Learning with Limited Labelled Data and its Sensitivity to the Effects of Randomness0
On the ERM Principle in Meta-Learning0
On the Essence and Prospect: An Investigation of Alignment Approaches for Big Models0
On-the-Fly Fusion of Large Language Models and Machine Translation0
On the generalization of language models from in-context learning and finetuning: a controlled study0
On the Hardness of Faithful Chain-of-Thought Reasoning in Large Language Models0
On the Learn-to-Optimize Capabilities of Transformers in In-Context Sparse Recovery0
On the Out-Of-Distribution Generalization of Multimodal Large Language Models0
On the Out-Of-Distribution Generalization of Large Multimodal Models0
On the Potential and Limitations of Few-Shot In-Context Learning to Generate Metamorphic Specifications for Tax Preparation Software0
On the Potential of Large Language Models to Solve Semantics-Aware Process Mining Tasks0
On the Power of Context-Enhanced Learning in LLMs0
On the Privacy Risk of In-context Learning0
Exploring the Robustness of Language Models for Tabular Question Answering via Attention Analysis0
On the Robustness of Tabular Foundation Models: Test-Time Attacks and In-Context Defenses0
On the Robustness of Transformers against Context Hijacking for Linear Classification0
On the Role of Depth and Looping for In-Context Learning with Task Diversity0
Vocabulary-Defined Semantics: Latent Space Clustering for Improving In-Context Learning0
On the Training Convergence of Transformers for In-Context Classification of Gaussian Mixtures0
Ontologically Faithful Generation of Non-Player Character Dialogues0
On Unsupervised Prompt Learning for Classification with Black-box Language Models0
Operationalizing Specifications, In Addition to Test Sets for Evaluating Constrained Generative Models0
Optimization-Inspired Few-Shot Adaptation for Large Language Models0
Optimization through In-Context Learning and Iterative LLM Prompting for Nuclear Engineering Design Problems0
Optimizing Social Media Annotation of HPV Vaccine Skepticism and Misinformation Using Large Language Models: An Experimental Evaluation of In-Context Learning and Fine-Tuning Stance Detection Across Multiple Models0
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