| A Survey on Stability of Learning with Limited Labelled Data and its Sensitivity to the Effects of Randomness | Dec 2, 2023 | Few-Shot LearningIn-Context Learning | —Unverified | 0 | 0 |
| On the ERM Principle in Meta-Learning | Nov 26, 2024 | In-Context LearningMeta-Learning | —Unverified | 0 | 0 |
| On the Essence and Prospect: An Investigation of Alignment Approaches for Big Models | Mar 7, 2024 | In-Context Learning | —Unverified | 0 | 0 |
| On-the-Fly Fusion of Large Language Models and Machine Translation | Nov 14, 2023 | In-Context LearningMachine Translation | —Unverified | 0 | 0 |
| On the generalization of language models from in-context learning and finetuning: a controlled study | May 1, 2025 | In-Context Learning | —Unverified | 0 | 0 |
| On the Hardness of Faithful Chain-of-Thought Reasoning in Large Language Models | Jun 15, 2024 | In-Context LearningQuestion Answering | —Unverified | 0 | 0 |
| On the Learn-to-Optimize Capabilities of Transformers in In-Context Sparse Recovery | Oct 17, 2024 | In-Context Learning | —Unverified | 0 | 0 |
| On the Out-Of-Distribution Generalization of Multimodal Large Language Models | Feb 9, 2024 | In-Context LearningOut-of-Distribution Generalization | —Unverified | 0 | 0 |
| On the Out-Of-Distribution Generalization of Large Multimodal Models | Jan 1, 2025 | In-Context LearningOut-of-Distribution Generalization | —Unverified | 0 | 0 |
| On the Potential and Limitations of Few-Shot In-Context Learning to Generate Metamorphic Specifications for Tax Preparation Software | Nov 20, 2023 | In-Context Learning | —Unverified | 0 | 0 |
| On the Potential of Large Language Models to Solve Semantics-Aware Process Mining Tasks | Apr 29, 2025 | Anomaly DetectionBenchmarking | —Unverified | 0 | 0 |
| On the Power of Context-Enhanced Learning in LLMs | Mar 3, 2025 | In-Context Learning | —Unverified | 0 | 0 |
| On the Privacy Risk of In-context Learning | Nov 15, 2024 | In-Context LearningInference Attack | —Unverified | 0 | 0 |
| Exploring the Robustness of Language Models for Tabular Question Answering via Attention Analysis | Jun 18, 2024 | In-Context LearningQuestion Answering | —Unverified | 0 | 0 |
| On the Robustness of Tabular Foundation Models: Test-Time Attacks and In-Context Defenses | Jun 3, 2025 | In-Context Learning | —Unverified | 0 | 0 |
| On the Robustness of Transformers against Context Hijacking for Linear Classification | Feb 21, 2025 | In-Context Learning | —Unverified | 0 | 0 |
| On the Role of Depth and Looping for In-Context Learning with Task Diversity | Oct 29, 2024 | DiversityIn-Context Learning | —Unverified | 0 | 0 |
| Vocabulary-Defined Semantics: Latent Space Clustering for Improving In-Context Learning | Jan 29, 2024 | ClusteringDisentanglement | —Unverified | 0 | 0 |
| On the Training Convergence of Transformers for In-Context Classification of Gaussian Mixtures | Oct 15, 2024 | In-Context Learning | —Unverified | 0 | 0 |
| Ontologically Faithful Generation of Non-Player Character Dialogues | Dec 20, 2022 | Dialogue GenerationIn-Context Learning | —Unverified | 0 | 0 |
| On Unsupervised Prompt Learning for Classification with Black-box Language Models | Oct 4, 2024 | In-Context LearningPrompt Learning | —Unverified | 0 | 0 |
| Operationalizing Specifications, In Addition to Test Sets for Evaluating Constrained Generative Models | Nov 19, 2022 | Domain GeneralizationIn-Context Learning | —Unverified | 0 | 0 |
| Optimization-Inspired Few-Shot Adaptation for Large Language Models | May 25, 2025 | In-Context Learningparameter-efficient fine-tuning | —Unverified | 0 | 0 |
| Optimization through In-Context Learning and Iterative LLM Prompting for Nuclear Engineering Design Problems | Mar 25, 2025 | In-Context LearningMetaheuristic Optimization | —Unverified | 0 | 0 |
| 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 Models | Nov 22, 2024 | In-Context LearningMisinformation | —Unverified | 0 | 0 |