| Demonstration Notebook: Finding the Most Suited In-Context Learning Example from Interactions | Jun 16, 2024 | In-Context LearningPrompt Engineering | —Unverified | 0 | 0 |
| ICLShield: Exploring and Mitigating In-Context Learning Backdoor Attacks | Jul 2, 2025 | In-Context Learning | —Unverified | 0 | 0 |
| ICLR: In-Context Learning of Representations | Dec 29, 2024 | In-Context LearningLarge Language Model | —Unverified | 0 | 0 |
| ICL Markup: Structuring In-Context Learning using Soft-Token Tags | Dec 12, 2023 | In-Context LearningIntent Detection | —Unverified | 0 | 0 |
| ICLGuard: Controlling In-Context Learning Behavior for Applicability Authorization | Jul 9, 2024 | In-Context Learning | —Unverified | 0 | 0 |
| Demo-Craft: Using In-Context Learning to Improve Code Generation in Large Language Models | Oct 30, 2024 | Code GenerationHumanEval | —Unverified | 0 | 0 |
| An Iterative Algorithm for Rescaled Hyperbolic Functions Regression | May 1, 2023 | In-Context LearningLanguage Modeling | —Unverified | 0 | 0 |
| ICLERB: In-Context Learning Embedding and Reranker Benchmark | Nov 28, 2024 | In-Context LearningInformation Retrieval | —Unverified | 0 | 0 |
| Dementia Insights: A Context-Based MultiModal Approach | Mar 3, 2025 | DiagnosticIn-Context Learning | —Unverified | 0 | 0 |
| Delta-WKV: A Novel Meta-in-Context Learner for MRI Super-Resolution | Feb 28, 2025 | In-Context LearningSSIM | —Unverified | 0 | 0 |
| VLM Agents Generate Their Own Memories: Distilling Experience into Embodied Programs of Thought | Jun 20, 2024 | Action AnticipationContinual Learning | —Unverified | 0 | 0 |
| Delta-KNN: Improving Demonstration Selection in In-Context Learning for Alzheimer's Disease Detection | Jun 4, 2025 | Alzheimer's Disease DetectionIn-Context Learning | —Unverified | 0 | 0 |
| An Information-Theoretic Analysis of In-Context Learning | Jan 28, 2024 | In-Context LearningMeta-Learning | —Unverified | 0 | 0 |
| Hydra: An Agentic Reasoning Approach for Enhancing Adversarial Robustness and Mitigating Hallucinations in Vision-Language Models | Apr 19, 2025 | Adversarial AttackAdversarial Defense | —Unverified | 0 | 0 |
| Hybrid Agents for Image Restoration | Mar 13, 2025 | Image RestorationIn-Context Learning | —Unverified | 0 | 0 |
| Human-Timescale Adaptation in an Open-Ended Task Space | Jan 18, 2023 | In-Context LearningMeta Reinforcement Learning | —Unverified | 0 | 0 |
| Defining and Evaluating Physical Safety for Large Language Models | Nov 4, 2024 | Code GenerationIn-Context Learning | —Unverified | 0 | 0 |
| Theoretical Understanding of In-Context Learning in Shallow Transformers with Unstructured Data | Feb 1, 2024 | In-Context Learning | —Unverified | 0 | 0 |
| DeepOSets: Non-Autoregressive In-Context Learning of Supervised Learning Operators | Oct 11, 2024 | In-Context LearningOperator learning | —Unverified | 0 | 0 |
| Human-Instruction-Free LLM Self-Alignment with Limited Samples | Jan 6, 2024 | In-Context LearningInstruction Following | —Unverified | 0 | 0 |
| Benchmarks Underestimate the Readiness of Multi-lingual Dialogue Agents | May 28, 2024 | Dialogue State TrackingIn-Context Learning | —Unverified | 0 | 0 |
| An In-Context Schema Understanding Method for Knowledge Base Question Answering | Oct 22, 2023 | In-Context LearningKnowledge Base Question Answering | —Unverified | 0 | 0 |
| HRoT: Hybrid prompt strategy and Retrieval of Thought for Table-Text Hybrid Question Answering | Sep 22, 2023 | In-Context LearningQuestion Answering | —Unverified | 0 | 0 |
| How Well Can Transformers Emulate In-context Newton's Method? | Mar 5, 2024 | In-Context Learningregression | —Unverified | 0 | 0 |
| TEGEE: Task dEfinition Guided Expert Ensembling for Generalizable and Few-shot Learning | Mar 7, 2024 | Continual LearningDefinition Extraction | —Unverified | 0 | 0 |